Pith. sign in

Paper Citation Record · LEDGER

Evaluation-driven Scaling for Scientific Discovery

As of 13 August 2026, this Paper Citation Record lists 100 of 188 outbound references and 15 inbound Pith citation observations for arXiv:2604.19341.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.19341 v1

Coverage vector

measured 100 of 188 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T03:39:52.204043Z

measured 115 of 115 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T07:06:09.456857Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-05T17:51:14.821870Z

Reference resolution

100 of 188 outbound references displayed

  • verified exact39
  • verified fuzzy50
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acce27b2-6b21-467c-b8d7-b0037742dd69 · outbound

This paper cites Accurate structure predic- tion of biomolecular interactions with alphafold 3.

Evaluation-driven Scaling for Scientific Discovery Accurate structure predic- tion of biomolecular interactions with alphafold 3

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.042259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:04493123c7a3fe7aeed20b0463dacf1c6748cb328898725ca0898e514ee5a295

Observation 28b8052a-72ca-47b3-b205-632852f156ba · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

Evaluation-driven Scaling for Scientific Discovery GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:26:20.435474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:97010eb7a7a602e0d68ce3804172234611b8b2452067f84f43a0f131840f881a

Observation 705aae77-88d8-4dc7-8cde-0e3178d25280 · outbound

This paper cites Natarajan, and K.

Evaluation-driven Scaling for Scientific Discovery Natarajan, and K

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.046455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8073a3613f370796b768d9b9b273c1d70a4ae72f18354c0515d2d7ad9d5c56be

Observation 028938bf-9f29-448d-a516-1bd8bf82d0f9 · outbound

This paper cites FARS: Fully automated research system.

Evaluation-driven Scaling for Scientific Discovery FARS: Fully automated research system

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.055166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:b49ed9abffbcd5ca3c2e16a17973fb96e7fb8bfbb4315a44513c703412806273

Observation b6427957-8a64-45ce-88c1-26c275cd1dab · outbound

This paper cites Concrete Problems in AI Safety.

Evaluation-driven Scaling for Scientific Discovery Concrete Problems in AI Safety

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:05.352673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:b4aa5fcbf3e5f463f5311c03b4e16ba7a283911806f249a6e33b7d821219b0bf

Observation 09680a0c-ce92-4223-b6b1-751e034ef2f4 · outbound

This paper cites Openevolve: an open-source evolutionary coding agent.

Evaluation-driven Scaling for Scientific Discovery Openevolve: an open-source evolutionary coding agent

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.063311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:4eef95cc4c3ec9f6ba9795ff0cf6b414ed015e10276b9131b70c821268fb2fc7

Observation 51cba49e-ed9b-4974-b4b6-6133946699cb · outbound

This paper cites CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization.

Evaluation-driven Scaling for Scientific Discovery CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-29T03:04:35.386787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:18814ccf077ee2887d2557b463b8ecb9f5185b67d24e276d4d3239215d1e203b

Observation 0e0d228b-151e-43a3-8158-6bead22c16b0 · outbound

This paper cites In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V.

Evaluation-driven Scaling for Scientific Discovery In: Christodoulopoulos, C., Chakraborty, T., Rose, C., Peng, V

Reference 8

Resolution
metadata mismatch
doi, observed 2026-05-10T04:40:17.057274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:e0a6a5e04c03c28b4cde99a88521dbb17aaceba60b157e910f955cdd14f15fd2

Observation 757fb499-2868-4374-bff4-03399c59c12d · outbound

This paper cites Barnard and Stefan Steinerberger.

Evaluation-driven Scaling for Scientific Discovery Barnard and Stefan Steinerberger

Reference 9

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.098559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:d2602167faca42205e29f20093d8306a661d6e1595989f8ed13a3342245c99d5

Observation f599d113-4c0f-49b7-ab75-a1d4feb14955 · outbound

This paper cites Molecular cross-validation for single-cell rna-seq.

Evaluation-driven Scaling for Scientific Discovery Molecular cross-validation for single-cell rna-seq

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.070343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9ed368ba5c9a0a89976f5a241077345199c8f4e10bd2438b226a3b0f80a0fdb2

Observation e5477e45-9510-42bd-87ff-6465684611fd · outbound

This paper cites Graph of thoughts: Solving elaborate problems with large language models.

Evaluation-driven Scaling for Scientific Discovery Graph of thoughts: Solving elaborate problems with large language models

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.110765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:2b530c6f66811ebfe85efdb6e558530f0fbcd330ce966627ac9ca45f223a8f0d

Observation e9e996ae-9673-4425-b39a-2d64da73b0aa · outbound

This paper cites Aster: Autonomous scientific discovery over 20x faster than existing methods.

Evaluation-driven Scaling for Scientific Discovery Aster: Autonomous scientific discovery over 20x faster than existing methods

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.905897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:593b496bec87a2ea7f11de8c0162801c2c4fecf7d56a05757e0a88e444b72081

Observation e17f4e5c-ab4b-4cbc-bc5f-b471022fb443 · outbound

This paper cites A quantum processor based on coherent transport of entangled atom arrays.

Evaluation-driven Scaling for Scientific Discovery A quantum processor based on coherent transport of entangled atom arrays

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.188132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:60b2b60c513c6d0e79c6751789cd3994d4cac43691c1853399fa283774f8a433

Observation 581ce452-bd43-471a-8ff8-d36638baae70 · outbound

This paper cites Logical quantum processor based on reconfigurable atom arrays.

Evaluation-driven Scaling for Scientific Discovery Logical quantum processor based on reconfigurable atom arrays

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.858192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:a1a377be1831f9c141cde77f356150f1aa6afd610ed64894c37c61cd9602e188

Observation 87cc6657-b131-4bec-b4cf-8b28c0f83e2d · outbound

This paper cites An improved example for an autoconvolution inequality.

Evaluation-driven Scaling for Scientific Discovery An improved example for an autoconvolution inequality

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T04:40:17.059753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:c07d4949415976c35d8c44f197357b42d4f0bc76827879e1e1dc307441e0a747

Observation fc397eb2-e0f5-4b7b-80e8-41ddd0d65349 · outbound

This paper cites Maximal determinants and saturated D-optimal designs of orders 19 and 37.

Evaluation-driven Scaling for Scientific Discovery Maximal determinants and saturated D-optimal designs of orders 19 and 37

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-07-04T19:21:58.154856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:e1b361bfeba283e1eb195bd5cd8e5cd4af2a169c3ca46cc30b46f463235bdc77

Observation 08c59f07-4256-4cff-9239-6b413d11ccf7 · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

Evaluation-driven Scaling for Scientific Discovery Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-12T04:42:23.872588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8497a89cb06c17c59b9f72e25f1cc79bbdece80a01ac027d928c2972e7de490c

Observation ba5f1e58-1988-4826-9ee6-9b72823ff328 · outbound

This paper cites Byrd, Peihuang Lu, Jorge Nocedal, and Ciyou Zhu.

Evaluation-driven Scaling for Scientific Discovery Byrd, Peihuang Lu, Jorge Nocedal, and Ciyou Zhu

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.862402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:34ffe2793f4f17abc748b4e5287c952fa51dc6541d766c7c535026b6201bfe82

Observation fc9ebe67-7005-4b3c-8589-7858601a08e5 · outbound

This paper cites K-search: Llm kernel generation via co-evolving intrinsic world model.arXiv preprint arXiv:2602.19128.

Evaluation-driven Scaling for Scientific Discovery K-search: Llm kernel generation via co-evolving intrinsic world model.arXiv preprint arXiv:2602.19128

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.606496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8366db4a5c94da8d197e1e854793674d10df9c9a756d2a653969e1479b359634

Observation cf115417-38f9-4d1b-9b6f-ab9d81b46b5a · outbound

This paper cites Cawley and Nicola L.

Evaluation-driven Scaling for Scientific Discovery Cawley and Nicola L

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.850583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:439de4563490f3fdf43030c45438dd1a6cf14e1314eb4e78423ffe51e4ad6ec7

Observation d09a1f93-b5c4-4d10-b5a3-1514c9e7e314 · outbound

This paper cites AdaEvolve: Adaptive LLM driven zeroth-order optimization.

Evaluation-driven Scaling for Scientific Discovery AdaEvolve: Adaptive LLM driven zeroth-order optimization

Reference 21

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T12:26:08.712845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9c6afcf75ac7aabf88c54c138fbe5b7e8d197d198b599351cd9a3d939660e584

Observation a249ab60-1c90-4f2e-94fe-66ab8ebd3aec · outbound

This paper cites On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows.

Evaluation-driven Scaling for Scientific Discovery On the Role of Feedback in Test-Time Scaling of Agentic AI Workflows

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.819919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:c2f5827debc1b33bec1fe1ef2a8de6a71f0714d7c7bece3a9419fed8b37bb270

Observation e2136a57-a6db-45e2-8324-eec869a62ade · outbound

This paper cites MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Evaluation-driven Scaling for Scientific Discovery MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:07.565713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8dc642a813894cbab1725887659403c35462cdb6c01420da28a9954e29b426c4

Observation 85ba890c-f556-41c4-83e5-7bdae37cad36 · outbound

This paper cites Parallel Scaling Law for Language Models.

Evaluation-driven Scaling for Scientific Discovery Parallel Scaling Law for Language Models

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.369634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:50feaf9eddb5ae4129ffe09262828c8b84c33244201ca4a976892b370d81ced6

Observation 0629bf03-4c3a-4ba2-b0db-0eeb0d4ee255 · outbound

This paper cites T umix: Multi-agent test-time scaling with tool-use mixture.

Evaluation-driven Scaling for Scientific Discovery T umix: Multi-agent test-time scaling with tool-use mixture

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:06.045824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:3095306eb54165329b68a74336c5eae62165b0f5f2cc10d79bddb60176b0f6c8

Observation b830f27e-c3b4-44a6-af0b-69bdb08c24c9 · outbound

This paper cites Cooley and John W.

Evaluation-driven Scaling for Scientific Discovery Cooley and John W

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.843464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:3d6658402e511493495d40b9222d36283597dfc2106edf3971ba92722bf677ba

Observation 6be4dfb8-4a2a-402d-b3a8-9bc2e8f9bee7 · outbound

This paper cites On the qubit routing problem.

Evaluation-driven Scaling for Scientific Discovery On the qubit routing problem

Reference 27

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.085467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:06457fa3c80f2954d2889ab69271846f0e2b3faf7f9c112452424a1bf1f5bdb5

Observation d26815d3-1d90-4fbb-a844-27a62702edcb · outbound

This paper cites Cuda agent: Large-scale agentic rl for high-performance cuda kernel generation.

Evaluation-driven Scaling for Scientific Discovery Cuda agent: Large-scale agentic rl for high-performance cuda kernel generation

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:08.724155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9aeada6432ee295343948d26ce0c7fe7895007877839f6d9325119b39e1c9d01

Observation 0f493f6d-13e5-4e4b-933b-807d8920b35b · outbound

This paper cites Sandboxes.

Evaluation-driven Scaling for Scientific Discovery Sandboxes

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.846941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:ba42fac9ef60415716c0e4e070047820704ef8471be82546a5df38447d7618d5

Observation 888a6774-1a1f-4811-b950-e7b96e1bd18d · outbound

This paper cites Swe-dev: Evaluating and training autonomous feature-driven software development.

Evaluation-driven Scaling for Scientific Discovery Swe-dev: Evaluating and training autonomous feature-driven software development

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:07.926760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:1bcbd2718055c70cfea695ee5ee2276ef3ab39f87f9fc62f8deb69288f2b6527

Observation 72ad8daf-a4aa-472e-9e70-a64a5e254cd5 · outbound

This paper cites E2b documentation.

Evaluation-driven Scaling for Scientific Discovery E2b documentation

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.049697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8becb50f0bc27891372a3cbaacbbeda21472ba3caa22f1a1bc6febf8c1866b1b

Observation 66be9b4c-024e-473f-ae01-4a23529ff515 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

Evaluation-driven Scaling for Scientific Discovery Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 32

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.589442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:0ad31337b0580b7272d6f1eddcdfa44076f7789b2f8abd34004476855250de43

Observation 9ddef473-caca-4b65-8e04-9a6eda0a159e · outbound

This paper cites International Journal of The- oretical Physics 21(6/7), 467–488 (1982) https://doi.org/10.1007/BF02650179.

Evaluation-driven Scaling for Scientific Discovery International Journal of The- oretical Physics 21(6/7), 467–488 (1982) https://doi.org/10.1007/BF02650179

Reference 33

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.096983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6f261834b581d7dfea42125095de0fbc8b2b74df63cc23158477d7724407d4db

Observation f9c49a8d-ea3e-4f22-b105-87dee2dc943f · outbound

This paper cites Regularization paths for generalized linear models via coordinate descent.

Evaluation-driven Scaling for Scientific Discovery Regularization paths for generalized linear models via coordinate descent

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.865788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9ea8f9f5cda8cd112d7ae633ac2efdea9135d5bd323079cefcd6a9ffee841261

Observation f0b1ddfb-20ce-4bfd-bc1f-25fa943091ab · outbound

This paper cites A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence.

Evaluation-driven Scaling for Scientific Discovery A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-14T22:23:15.948876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:238e54e607b4a9a0e304dc87c768391bf0eeafede2e617ed0d204581c7972fe3

Observation 6d83fd10-21d5-41d1-bce8-3dcefc65acd4 · outbound

This paper cites Scaling laws for reward model overoptimization.

Evaluation-driven Scaling for Scientific Discovery Scaling laws for reward model overoptimization

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.869188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:c34d297caf87f05c84abc5d0eef1012291d688c9a8dc42511abf24d14bdc3bb8

Observation 155db80f-3cec-4d5f-bab4-931d91c6d8f9 · outbound

This paper cites Mathematical exploration and discovery at scale.

Evaluation-driven Scaling for Scientific Discovery Mathematical exploration and discovery at scale

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.461093Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:1d36eb4d86d2e4f795954dfebf62eca673662b1dc34f78635f638ca655d8cf6f

Observation 565ef521-37f6-4064-8d09-d7eb33720e06 · outbound

This paper cites Quantum error correction below the surface code threshold.

Evaluation-driven Scaling for Scientific Discovery Quantum error correction below the surface code threshold

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.885188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:5ae2021256e17fb3f0c7296ce62806fb89ac2ad373dbcb2c54d25ddaefb6fb8d

Observation b63af8ce-b690-4da1-9ae5-a8b9a1a16360 · outbound

This paper cites Gpu mode reference kernels.

Evaluation-driven Scaling for Scientific Discovery Gpu mode reference kernels

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:44.882249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:fac503f1f13f98540b64cdbeaec3068f2ee66df8c23b1e7507e83c66682aa4da

Observation ec2d39ab-24ad-413a-a623-5d625c900a98 · outbound

This paper cites Trimul competition.

Evaluation-driven Scaling for Scientific Discovery Trimul competition

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.031478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:a203710819d259f49b8ba9e370fc6677ffb3e37c34812a142691489fc0c218c3

Observation 8312f659-4f41-4e1f-93ca-68d13ad4d4e9 · outbound

This paper cites Gpu mode.

Evaluation-driven Scaling for Scientific Discovery Gpu mode

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.221523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:b92a2b2702ed9f489f2f64e5b4f20df4707141079d17007466dac11fe140bd79

Observation 59f7acce-7d3d-4318-a942-aa377f2b378b · outbound

This paper cites A fast quantum mechanical algorithm for database search.

Evaluation-driven Scaling for Scientific Discovery A fast quantum mechanical algorithm for database search

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.180790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:ae96616e68fa7b833d3bbe87fa58a4eb8a1f43114930ed7c3142ca7604b28cfe

Observation ffdcf185-4a76-4570-ad62-3705869d6d54 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Evaluation-driven Scaling for Scientific Discovery DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:08.144912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6b1680fab9d23a6b0d9fa350787e994429ba6fb32234ffe5f74d0775c48bf249

Observation ca60d724-024a-4f26-8eb6-01a7cda6441b · outbound

This paper cites an unresolved cited work.

Evaluation-driven Scaling for Scientific Discovery Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-22T15:16:45.174404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:531826e9b07fdc5044a03641aeabc4a8c2646b43f1f5e8f5d2883c0346583031

Observation c7c33485-8d64-4a62-9f0d-fb71fa44e974 · outbound

This paper cites The minimum overlap problem revisited.

Evaluation-driven Scaling for Scientific Discovery The minimum overlap problem revisited

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:08.646405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:4a280be56e5d0c8d0bf4acc8953e526b239c62f7c43a12442685569e31c092c6

Observation 05813499-a15b-4e52-9728-4d9aea7c3287 · outbound

This paper cites an unresolved cited work.

Evaluation-driven Scaling for Scientific Discovery Unresolved cited work

Reference 47

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.079483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:49b1a97ec502ffd90f69ec8e171a15dd07aaba5a141d8944595ce4e2b11c0718

Observation f420a8eb-0531-42af-8beb-df20adb7fd78 · outbound

This paper cites A literature review on circle and sphere packing problems: Models and methodologies.

Evaluation-driven Scaling for Scientific Discovery A literature review on circle and sphere packing problems: Models and methodologies

Reference 48

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.074342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:4068009f5dd1b85c008eeb8a5a6d4485a45165320978242be03417ef59b56e92

Observation 139dcdf1-28f7-49d8-b460-4252fe0181bc · outbound

This paper cites R-Zero: Self-Evolving Reasoning LLM from Zero Data.

Evaluation-driven Scaling for Scientific Discovery R-Zero: Self-Evolving Reasoning LLM from Zero Data

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-14T19:23:29.765778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:000dc859c97c0674791f58822540f00aa1d45b2b01ad9cb710ad4ad59e7fc7da

Observation f782cd44-7334-4fa6-b5c8-75b2cd9acbe3 · outbound

This paper cites Olympiad-level formal mathematical reasoning with reinforcement learning.

Evaluation-driven Scaling for Scientific Discovery Olympiad-level formal mathematical reasoning with reinforcement learning

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.165136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:eb54ea09bfbfcd6113a0155588e7d5655b589a3d8b3f4831240bd04fedde3626

Observation 1f4697ef-6fd5-49f6-a349-c492f6be2535 · outbound

This paper cites Ibm quantum computing: Hardware and roadmap.

Evaluation-driven Scaling for Scientific Discovery Ibm quantum computing: Hardware and roadmap

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.171488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:54858ee1f483a123229a3918a45136c510112feae17acca502da301ff4ae642a

Observation df1d04d2-06b0-4bdf-9430-9735bf65b2bd · outbound

This paper cites Autonomous llm-driven research—from data to human-verifiable research papers.

Evaluation-driven Scaling for Scientific Discovery Autonomous llm-driven research—from data to human-verifiable research papers

Reference 52

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.068664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8615c11aef8457c198e515c61537c786cba32debcc540fce67893243d0f00742

Observation b09d9aaa-10bb-4a18-8866-bcae6d79e13a · outbound

This paper cites ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering, October 2025.https://arxiv.org/abs/2506.09050.

Evaluation-driven Scaling for Scientific Discovery ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering, October 2025.https://arxiv.org/abs/2506.09050

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.480988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:86bb32c4fcf39acb3e415038e315f66274cb6d07dd71a62ae06cf2a59ba87305

Observation 55926e4d-3c55-4a80-9345-f0954a512279 · outbound

This paper cites Wider or deeper? scaling LLM inference-time compute with adaptive branching tree search.

Evaluation-driven Scaling for Scientific Discovery Wider or deeper? scaling LLM inference-time compute with adaptive branching tree search

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.622016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:cbd79abc615bf0595bfa1330bb63b38f6643f28e5fe6ba1cfc2db17e31575e8b

Observation 78f4ea20-06e3-4167-84af-824f30a3f2d7 · outbound

This paper cites Algorithmic theory of qubit routing.

Evaluation-driven Scaling for Scientific Discovery Algorithmic theory of qubit routing

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.161725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:df74f6bf0074891badc6e3317bd8dc623a9605eb83a5f8926e7ad9c1761f17d5

Observation 81873db8-872f-4a9d-8e77-c7567edbb9af · outbound

This paper cites OpenAI o1 System Card.

Evaluation-driven Scaling for Scientific Discovery OpenAI o1 System Card

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:05.378793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8a573c1e44c576c9d1aec37613881d6dc85d297cfe544a87a923740ca71986a9

Observation 9ad75591-349d-4f50-b8c2-83ff000ad206 · outbound

This paper cites Mistral 7B.

Evaluation-driven Scaling for Scientific Discovery Mistral 7B

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:08.697348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:975ded904cdfa1ac80bb8b7688abde5dbb9d59d80d7e4df65e4a247c7462d656

Observation ee98eb28-22d5-4458-9333-abc4709a21c9 · outbound

This paper cites Llm-blender: Ensembling large language models with pairwise ranking and generative fusion.

Evaluation-driven Scaling for Scientific Discovery Llm-blender: Ensembling large language models with pairwise ranking and generative fusion

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.151062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:8c16b0905a34711b3c0128ab75c460af8c9c4adaad535cf5cbf25726b6eca338

Observation 4a9a6196-af9a-414b-b7be-929934094539 · outbound

This paper cites SWE-bench: Can language models resolve real-world github issues? In The T welfth International Conference on Learning Representations.

Evaluation-driven Scaling for Scientific Discovery SWE-bench: Can language models resolve real-world github issues? In The T welfth International Conference on Learning Representations

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.154647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:f848f5161a7ed1c340182dca60a4fc71caa503525ad83d1df78b28050eca18e0

Observation baced48d-69f3-4d70-ab8d-69449b473702 · outbound

This paper cites autoresearch: A simple and efficient AI agent for autonomous ML research.

Evaluation-driven Scaling for Scientific Discovery autoresearch: A simple and efficient AI agent for autonomous ML research

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.158386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:43531617b99e8d179188f9e7e7a3083be9cd1f039aee6ae29a3fb9f95f3b030d

Observation bb3b15c0-c02f-4403-b3cb-c7ea85265808 · outbound

This paper cites Towards a Science of Scaling Agent Systems.

Evaluation-driven Scaling for Scientific Discovery Towards a Science of Scaling Agent Systems

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:06.654988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6e0faa1c514e24cf1f1c63a0419fe9077bfe9a7241a38644fc97012f5abb3a7b

Observation 674dda31-5d84-4b4b-b1bc-ed481083046c · outbound

This paper cites Superconducting qubits: Current state of play.

Evaluation-driven Scaling for Scientific Discovery Superconducting qubits: Current state of play

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.168320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:567f0dfacd48d7c62c2ee8d9d5142f52d3bad50f94e61e236973fce53404bcf1

Observation 291f8c0e-0de7-4263-a0ba-b12b51c03ce2 · outbound

This paper cites https://doi.org/10.48550/arXiv.2509.

Evaluation-driven Scaling for Scientific Discovery https://doi.org/10.48550/arXiv.2509

Reference 63

Resolution
metadata mismatch
doi, observed 2026-05-10T04:40:17.090521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:e4aecefc4f2bb8647cbc9c9ea313b4acd209045477c3811f9b6b783620a65792

Observation 9a5de168-1ba0-4c04-8be2-17a9de22eb86 · outbound

This paper cites The Theory of Industrial Organization.

Evaluation-driven Scaling for Scientific Discovery The Theory of Industrial Organization

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:06.755919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9a61e2c2d6057527e2a2c770a51e428b357747bc5ef29e0a8f247ad780103a4b

Observation ac47f305-6769-4fc1-8206-73da840d7bda · outbound

This paper cites Qasmbench: A low-level quantum benchmark suite for nisq evaluation and simulation.

Evaluation-driven Scaling for Scientific Discovery Qasmbench: A low-level quantum benchmark suite for nisq evaluation and simulation

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.191888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:b6d65b217de3ddb3e6b5f8bd72be3b49eda6c928f263f851a2b367a7e18fb255

Observation fe0454f2-f1ec-421c-b5b3-66beb7306e78 · outbound

This paper cites Tackling the qubit mapping problem for nisq-era quantum de- vices.

Evaluation-driven Scaling for Scientific Discovery Tackling the qubit mapping problem for nisq-era quantum de- vices

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.114445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:0c5819cf45e3450095625279b274a96d344e5e3054bd24ebb48649cd3442c37f

Observation 76044307-c886-4169-91c9-a3bc1b7a8459 · outbound

This paper cites Predictable scale: Part i–optimal hyperparameter scaling law in large language model pretraining.

Evaluation-driven Scaling for Scientific Discovery Predictable scale: Part i–optimal hyperparameter scaling law in large language model pretraining

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.124301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:4df0e5cb23b9ee66fe4f926362a4f5677df94179b428cbb7976e895e4e775cb6

Observation b7c76577-63f2-4312-911c-f2bbc722b544 · outbound

This paper cites Selecting large language model to fine-tune via rectified scaling law.

Evaluation-driven Scaling for Scientific Discovery Selecting large language model to fine-tune via rectified scaling law

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.128014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:38016c3f195dd807c26795816aba45fc5c16884267db51076f707393279214fe

Observation e70707f2-16e8-48d2-ba21-ee0ea8bf1e4f · outbound

This paper cites an unresolved cited work.

Evaluation-driven Scaling for Scientific Discovery Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-05-22T15:16:45.145226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:ae2cc76ce12a6785ed89354787486af25d1091f2b43ab28a7e93080fa5701a17

Observation a763d2c6-7154-41a4-90cb-c76244bd51e4 · outbound

This paper cites Reuse-aware compilation for zoned quantum architectures based on neutral atoms.

Evaluation-driven Scaling for Scientific Discovery Reuse-aware compilation for zoned quantum architectures based on neutral atoms

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.131890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:3c3df4c8deab67e6e44d748352b9901608d1975e9e7543a5c3f26ce9879957cc

Observation 15d8fc33-7953-4a0e-8ebf-b525afab8da3 · outbound

This paper cites Zero-preserving imputation of single-cell rna-seq data.

Evaluation-driven Scaling for Scientific Discovery Zero-preserving imputation of single-cell rna-seq data

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.118836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:a13f4b483987577db5392adcfb77b3e021db1f6093716f621e715d291e6b17a6

Observation 4ff975c3-c792-4454-88e8-fe1a88e16292 · outbound

This paper cites Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G.

Evaluation-driven Scaling for Scientific Discovery Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G

Reference 72

Resolution
verified exact
arxiv_id, observed 2026-05-10T04:40:17.094988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:db12daf53a3b686bbfa218ab5a732cffbb09da47d32db8d4e5e661a266fd999e

Observation 49a8fc4c-8792-4da3-9789-55163a4e276e · outbound

This paper cites Budget-aware tool-use enables effective agent scaling.

Evaluation-driven Scaling for Scientific Discovery Budget-aware tool-use enables effective agent scaling

Reference 73

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:05.522817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:d54d2242b51a994b2aacdc95c53fee28f09c2747eabbe0c076ea3a1d33861a79

Observation b85cdcc3-48d1-4095-a1bd-80bffcb83020 · outbound

This paper cites Universal quantum simulators.

Evaluation-driven Scaling for Scientific Discovery Universal quantum simulators

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.135634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:77cb166e5e9dd71ef36a1c57da5fbd9999b3a9fd7a5e0c899514901d56b3d337

Observation bdce4baf-6fea-4aff-983a-d38b6489d988 · outbound

This paper cites URL https: //doi.org/10.1038/s41586-026-10265-5.

Evaluation-driven Scaling for Scientific Discovery URL https: //doi.org/10.1038/s41586-026-10265-5

Reference 75

Resolution
metadata mismatch
doi, observed 2026-05-10T04:40:17.055505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:82a44194e2cbb16255a58eb9772a02dc713ac736d61e9221cda61e810e63ea51

Observation 9968a275-80ef-4a18-8fc7-4bc2bbe6123d · outbound

This paper cites Current best practices in single-cell rna-seq analysis: a tutorial.

Evaluation-driven Scaling for Scientific Discovery Current best practices in single-cell rna-seq analysis: a tutorial

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.006513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:94cfecd7638c49d8a51b60944b879ea513060530fd0b703e4feccc661c9ff4be

Observation 5e899333-16a0-42e9-95de-2e90def59544 · outbound

This paper cites Defining and benchmarking open problems in single-cell analysis.

Evaluation-driven Scaling for Scientific Discovery Defining and benchmarking open problems in single-cell analysis

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.148073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:f44d9ac8f49fa3062e0f7a53273cf95c14b03b1b1ca9d87ed4a9d3131aa5f19d

Observation 4d5b96df-459c-48d9-991e-130197aa7a30 · outbound

This paper cites Highly parallel genome- wide expression profiling of individual cells using nanoliter droplets.

Evaluation-driven Scaling for Scientific Discovery Highly parallel genome- wide expression profiling of individual cells using nanoliter droplets

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.100106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:34ec55c47b551eee3b84c828402c14f98a5dcc9a58cf5f5745baa62e58913f6c

Observation 0ae6461f-2cb4-4070-a569-59e4e28eef44 · outbound

This paper cites Self- refine: Iterative refinement with self-feedback.

Evaluation-driven Scaling for Scientific Discovery Self- refine: Iterative refinement with self-feedback

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.103500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:e71cbf0f6416ab03e5d8aeb5986a6b07687459ff8c68bc5e91c287d4cf3d976b

Observation 4a2dd703-7a04-4009-85c0-3799423ef3be · outbound

This paper cites Pólya urn models.

Evaluation-driven Scaling for Scientific Discovery Pólya urn models

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.088973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:b747267fabebc6b4c98cd55585c62b3f6069c04303ddb6f0069e62e258e0a65f

Observation 6176f69c-0b38-4dbb-a25c-e42ca23c1285 · outbound

This paper cites Many sets have more sums than differences.

Evaluation-driven Scaling for Scientific Discovery Many sets have more sums than differences

Reference 81

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:26:08.296697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:762d5ac4a22c59d6e429064fe0adea090da348dee31eeadca9aa02da94fb8a5a

Observation 86082eec-50f8-4492-9683-de3878647a85 · outbound

This paper cites Improved bounds on the supremum of autoconvolutions.

Evaluation-driven Scaling for Scientific Discovery Improved bounds on the supremum of autoconvolutions

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.092866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:5fb4d7209bc9c54824aebccfdf3d3ce3b9c24fa2c48d355b7ab1af1423fade37

Observation 10f95797-1de5-40d8-bdfb-e3e95e05d4a3 · outbound

This paper cites PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research.

Evaluation-driven Scaling for Scientific Discovery PRL-Bench: A Comprehensive Benchmark Evaluating LLMs' Capabilities in Frontier Physics Research

Reference 83

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:06.895857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6aa3b03808499643328ed81f537e2368674b219cc252668ab5b6d3eda8e5bac8

Observation ec4a44bc-65c9-48b2-9e33-a2fe623ef601 · outbound

This paper cites S1: Simple test-time scaling.

Evaluation-driven Scaling for Scientific Discovery S1: Simple test-time scaling

Reference 84

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.076103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:d374d325c38aff14e06604ac290cbdf947066a31e4ecbbd8a2d81a58df46cd0a

Observation e8f7c671-905d-4891-a02e-9775cb43f3c0 · outbound

This paper cites Noise-adaptive compiler mappings for noisy intermediate-scale quantum computers.

Evaluation-driven Scaling for Scientific Discovery Noise-adaptive compiler mappings for noisy intermediate-scale quantum computers

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.096543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:36ced162b56133f2534f34ec8101a8eba9df78b6292c762d558a83a77c9cd4bb

Observation cddeca21-36b7-472f-9bdb-c0dc7ac9c25b · outbound

This paper cites Optimal qubit assignment and routing via integer programming.

Evaluation-driven Scaling for Scientific Discovery Optimal qubit assignment and routing via integer programming

Reference 86

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.106892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:1ce4739e57dc44e39fb15b3614dcbc332042b73b19659f41e3d3348f2cc93011

Observation eb7ee6d0-36e9-4cf7-afa6-77c054e2fe5e · outbound

This paper cites The ibm quantum heavy hex lattice, July 2021.

Evaluation-driven Scaling for Scientific Discovery The ibm quantum heavy hex lattice, July 2021

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.142403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:9cca345be2e10e2a06368e01c9d93c6b7f532f056ec51de15b0bd01a0ab7692d

Observation 10775971-edb8-49b4-aff9-0b49b1043aa5 · outbound

This paper cites Quantum computation and quantum information.

Evaluation-driven Scaling for Scientific Discovery Quantum computation and quantum information

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.082160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6c9b5c3d4c215aa61f730b6fc789ae859ddd19887ee6b4b4c1e0691a59362a65

Observation f09048fb-d0fa-48a2-b199-3e899804ad16 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Evaluation-driven Scaling for Scientific Discovery AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 89

Resolution
verified exact
local_arxiv, observed 2026-05-11T12:26:07.795911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:3eeb0f39b16f0bf055cf54536444b364e50e7699ce88a826105c75a0145476c2

Observation 43e9ba98-9b25-47d3-b52d-ab8511e24122 · outbound

This paper cites CUDA Core Compute Libraries (CCCL): Including CUB, Thrust, and libcudacxx.

Evaluation-driven Scaling for Scientific Discovery CUDA Core Compute Libraries (CCCL): Including CUB, Thrust, and libcudacxx

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.085715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:bc05c8dd99585407215ffa232083607dd6726a7de2bbec5184c0516a762a8a78

Observation c5280c11-5d33-4c39-bcb6-7e60e296eeb2 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b model card.

Evaluation-driven Scaling for Scientific Discovery gpt-oss-120b & gpt-oss-20b model card

Reference 91

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.066763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:d37659078afdfd048f6a3304282e4bad8651dd540783b226436e4f2357923176

Observation 38ad90e4-58bf-4fb6-bb71-f6a676ce20f1 · outbound

This paper cites New lower bounds for the maximal determinant problem.

Evaluation-driven Scaling for Scientific Discovery New lower bounds for the maximal determinant problem

Reference 92

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:26:05.390615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:6ec61b46e30c8e14bc80f3294d035b92e47de6c0579c75a890ee68653697ae2e

Observation ceae6b10-984c-4a2d-961e-09948aed6134 · outbound

This paper cites KernelBench: Can LLMs Write Efficient GPU Kernels?.

Evaluation-driven Scaling for Scientific Discovery KernelBench: Can LLMs Write Efficient GPU Kernels?

Reference 93

Resolution
verified exact
arxiv_id, observed 2026-05-15T16:55:02.220088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:f2c1d4ca8b7b76e32924a2f0a8b7178e591aeb5c9363628dd310d808a594b077

Observation 07c9b7eb-b948-4a73-a89b-de61fe8a9060 · outbound

This paper cites Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Xin Zhao, and Ji-Rong Wen.

Evaluation-driven Scaling for Scientific Discovery Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Xin Zhao, and Ji-Rong Wen

Reference 94

Resolution
metadata mismatch
doi, observed 2026-05-10T04:40:17.083844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:517647c2f6e420a15f055aae5c36436f0e3276e5b6c36dbaf31cad48d4d9bf58

Observation de2ef440-c998-4643-a089-15486f3e2455 · outbound

This paper cites Packing circles in a square: A review and new results.

Evaluation-driven Scaling for Scientific Discovery Packing circles in a square: A review and new results

Reference 95

Resolution
verified exact
doi, observed 2026-05-10T04:40:17.077974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:1409cfb305cc15e97905bb448c4bf9c474c4aad6fa209d5ab98c40af955cc861

Observation 979f620e-62d6-4e6b-ab8e-a7038cb86c12 · outbound

This paper cites Using reinforcement learning to perform qubit routing in quantum compilers.

Evaluation-driven Scaling for Scientific Discovery Using reinforcement learning to perform qubit routing in quantum compilers

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.059453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:7b7c7b212504259f0a94fe2159b31581ba65dc10d1a7c26fa2b3cb8d2b6e6809

Observation d3d0d00a-ca29-49f4-a128-612e14826531 · outbound

This paper cites Quantum computing in the nisq era and beyond.

Evaluation-driven Scaling for Scientific Discovery Quantum computing in the nisq era and beyond

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.078224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:daff23bf2869d49d10e3ca67ad92f3ba97f436b18acd8605ee7d3d8b8b387dcf

Observation 5cc80e23-26fa-4b5c-bbba-c7fa15a0271a · outbound

This paper cites Beyond nisq: The megaquop machine.

Evaluation-driven Scaling for Scientific Discovery Beyond nisq: The megaquop machine

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.224252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:c2229de95eae6449c12fefa7a8d145fbf3ae5369d8be681672f08fb042ced0e0

Observation 26457806-d25f-41d2-8006-716c453e612b · outbound

This paper cites K., Krupke, D., Kidger, P., Sajed, T., Stellato, B., Park, J., et al.

Evaluation-driven Scaling for Scientific Discovery K., Krupke, D., Kidger, P., Sajed, T., Stellato, B., Park, J., et al

Reference 99

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T12:26:05.419347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:0b471680730cb05aabb5ff1a2f8697f5fea626e54c45dcf95b9c6a7fd110e3bf

Observation bd768c9d-261f-439b-b4e9-0e9fbf1be608 · outbound

This paper cites CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery.

Evaluation-driven Scaling for Scientific Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:e6bd5a1ee9d0ab537115ce31039299730f5e1c73acf7c53174a65ac39fd558a4

Observation 35157c2f-0f51-4ba7-bb7e-f159458dee36 · outbound

This paper cites Mqt bench: Benchmarking software and design automation tools for quantum computing.

Evaluation-driven Scaling for Scientific Discovery Mqt bench: Benchmarking software and design automation tools for quantum computing

Reference 101

Resolution
verified fuzzy
raw_fallback, observed 2026-05-22T15:16:45.012634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:2041f4b0b7cd9587f02e391d1dc9f096a404acb3aeb28634b42fa4594002f90f

Pith citing papers

Observation 5450e3c9-0cfd-4400-8be5-247bd09370d7 · inbound

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale cites this paper.

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale Evaluation-driven Scaling for Scientific Discovery

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-07-05T17:51:14.823388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-07-05T17:45:55.631459Z digest=sha256:fe418c1b7be6e915b39fa6cf0082bee166c1b18ebd6d675fd398a241d098cce2

Observation 7de77cf5-8e67-4482-8c09-e48ff9b87a92 · inbound

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI cites this paper.

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI Evaluation-driven Scaling for Scientific Discovery

Reference 118

Resolution
verified exact
local_arxiv, observed 2026-07-01T13:25:45.962558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T23:12:57.154537Z digest=sha256:7b9854fd54a634c90d4b44f32d47293ff031123cac6aedb1ab83cddce6cc168e

Observation 68057414-e756-486d-815a-1a3bc8e7418d · inbound

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI cites this paper.

MLS-Bench: A Holistic and Rigorous Assessment of AI Systems on Building Better AI Evaluation-driven Scaling for Scientific Discovery

Reference 117

Resolution
unresolved
no resolver link, observed 2026-07-12T17:14:49.310598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T17:14:49.310598Z digest=sha256:9ab3b63cb1c12e8204b8fd1f6197a5d55a36ad0796f6ae772658d17e29328bbf

Observation bc3e5f43-75c7-44d1-852a-d2a13450349c · inbound

Harnessing Agentic Evolution cites this paper.

Harnessing Agentic Evolution Evaluation-driven Scaling for Scientific Discovery

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-05-14T17:57:32.829503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-14T17:56:42.410866Z digest=sha256:63886f75c6aeb01b786187f6bf7efc67057788914ace177adf6b474a6c278c20

Observation 75bdce53-d64e-474f-9467-564b6657a8d9 · inbound

What Do Evolutionary Coding Agents Evolve? cites this paper.

What Do Evolutionary Coding Agents Evolve? Evaluation-driven Scaling for Scientific Discovery

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-05-20T03:48:03.250950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-20T03:44:18.658541Z digest=sha256:32403e6e01132365b289ec1ca1d743b2a564f3819985c10e24b0694411a304c5

Observation d2f981d5-d7df-490a-9c76-9e09eaacdc87 · inbound

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery cites this paper.

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery Evaluation-driven Scaling for Scientific Discovery

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:46:59.830613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-28T00:57:02.959467Z digest=sha256:9b23dce1406aca86d92d98146bbe03e7fff9f08b959f12c7084164ebaa008d97

Observation 3062933d-76bf-402f-95a6-e023be0ce038 · inbound

Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration cites this paper.

Closing the Prior-Posterior Loop: Self-Reflective Molecular Design with Analysis-Driven LLM Iteration Evaluation-driven Scaling for Scientific Discovery

Reference 14

Resolution
malformed identifier
local_arxiv, observed 2026-07-03T03:47:35.813268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-27T14:38:06.900583Z digest=sha256:6bd28e0cc99c20d14e035d459cea32f327257a627cfde95b9ede100a79049d83

Observation fdec16e3-ec0e-437d-a26c-68470cbd4267 · inbound

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries cites this paper.

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries Evaluation-driven Scaling for Scientific Discovery

Reference 35

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:27:40.555174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-27T13:10:23.450482Z digest=sha256:0409c3feb82742da2599c3f8f9f033db6061ded44d4c120f80eb2db3bc86921c

Observation 0618a0a1-ec99-4a1b-b0a4-c955b9b08796 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Evaluation-driven Scaling for Scientific Discovery

Reference 92

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:49:57.829564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-26T00:13:14.940915Z digest=sha256:bd76fb0192c6e7780e43aa40291fb31b78bbcccba232fcce9321fca9fa35ee9d

Observation 65ec0065-53d7-4689-a671-2c0a7a3d1838 · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Evaluation-driven Scaling for Scientific Discovery

Reference 92

Resolution
unresolved
no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T12:32:39.706055Z digest=sha256:d7ca0e0b1b251a96f0e479f716b3f79858a5ff19a2b8b79adeaa1c79d8152d55

Observation 6d824756-40cc-4d45-bcbc-48a1ba503b80 · inbound

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks cites this paper.

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Evaluation-driven Scaling for Scientific Discovery

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:24:32.773817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-30T09:15:22.900338Z digest=sha256:acc86d53e07af430c7cd61cfaa1d5763c18bdd221fe0bf241db5fcdfb91b7dd6

Observation 8b931106-bc62-4273-9d0f-4fc49a15de8c · inbound

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery cites this paper.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Evaluation-driven Scaling for Scientific Discovery

Reference 44

Resolution
unresolved
no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T06:56:07.062101Z digest=sha256:623e823184b9d63512ddcc3d7176bc5d57fdebc348f95a4bee9aa3d71a2721ab

Observation bbf361f1-e582-4205-973a-0c3f180fa2e6 · inbound

A Vocabulary for Multi-Agent Automated Research Systems cites this paper.

A Vocabulary for Multi-Agent Automated Research Systems Evaluation-driven Scaling for Scientific Discovery

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-02T07:06:09.456857Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:06:09.456857Z digest=sha256:271647d9c4f0c6332cdd093eadc86f5781ed5c6994f895ef90371885427b56e1

Observation 32b54f93-7f5d-4d68-8f69-b83e30c42012 · inbound

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility cites this paper.

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility Evaluation-driven Scaling for Scientific Discovery

Reference 21

Resolution
unresolved
no resolver link, observed 2026-07-30T19:53:04.607205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T19:53:04.607205Z digest=sha256:1045b77b85493b89417ac4418fab577ee319be4fb90b0df607e3808315af2977

Observation e0a09e2f-fdc8-4025-b7fc-c821e5b7dda0 · inbound

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility cites this paper.

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility Evaluation-driven Scaling for Scientific Discovery

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-01T10:47:32.811955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T10:47:32.811955Z digest=sha256:1e6878211fbda2e21fe542059405428d63522656ae7015c70732eec5dbdec177