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Paper Citation Record · LEDGER

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

As of 17 August 2026, this Paper Citation Record lists 86 of 86 outbound references and 4 inbound Pith citation observations for arXiv:2605.15549.

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

pith.paper-citation-record.v1
2605.15549 v1

Coverage vector

measured 86 of 86 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-20T20:31:07.818509Z

measured 90 of 90 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T12:55:48.826129Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T09:09:43.127836Z

Reference resolution

86 of 86 outbound references displayed

  • verified exact10
  • verified fuzzy64
  • unresolved11
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 040858da-4ff3-47bb-8c65-a7b1cd3c523a · outbound

This paper cites History, Development and Future of TRIGA Research Reactors.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models History, Development and Future of TRIGA Research Reactors

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d2b55e8bb176af3c69321839af70fe30d200a9b69c4501ce4a4f8d498b2fcded

Observation 73cdbdc2-cf06-497d-9d8d-e15cc1b38e90 · outbound

This paper cites Chronos-2: From Univariate to Universal Forecasting.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Chronos-2: From Univariate to Universal Forecasting

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-05-20T20:33:43.263163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1ad43a1b1bfa7bbd26ae2d3a575ca3e3ca141386136823415f3607224cae1862

Observation cf5dad5a-0508-445c-bd37-5ea38f263477 · outbound

This paper cites Chronos: Learning the Language of Time Series.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Chronos: Learning the Language of Time Series

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-20T20:33:43.268372Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8c303c41e5c33cce0864b8c015bdb13976b1e6565a105be66568a58d28cd85c0

Observation 77e55d8a-0470-4f0f-b4a0-c77bd0745db7 · outbound

This paper cites Argaud, B Bouriquet, F de Caso, H Gong, Y Maday, and O Mula.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Argaud, B Bouriquet, F de Caso, H Gong, Y Maday, and O Mula

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.823548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:c2adf400038f8f2f8ece0ecd8c38c2f31d4e182a8ddc9ebb73a5ce3c4df15ec9

Observation 0362ff3e-fa55-4cde-b7e7-b902da3ec44f · outbound

This paper cites Variable projection methods for an optimized dynamic mode decompo- sition.SIAM Journal on Applied Dynamical Systems, 17(1):380–416.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Variable projection methods for an optimized dynamic mode decompo- sition.SIAM Journal on Applied Dynamical Systems, 17(1):380–416

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.821879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:b878dd1f64e3f227d9f51670b7589f1c16d2205e72f73ba133ddd9ea49bd9797

Observation 067aca40-79e7-49a1-b5ca-bba407961415 · outbound

This paper cites Ricotti, and Hervé Rouch.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Ricotti, and Hervé Rouch

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.825021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:984f0ba0cd0154e60edd4e0713e2ecc45e6cd5cc9d259e06c059fba5d426d8da

Observation 7b133937-c2f9-4423-ab54-30d65725cc73 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.826453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:81c5941eaa1a6d9dffec50026851feae6a7c75a439dbe559cd4d2f0c497c5ba5

Observation ae67eeef-ed46-4d3a-8a65-0fd0d87827d3 · outbound

This paper cites Openai gym.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Openai gym

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.827988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:ed92ff17c6b0d5948b68a850888b4a5999986a2b83653a29040a850c74279586

Observation 3498ed9e-ddc8-4d84-aebe-ccf0e9360598 · outbound

This paper cites Optimization of the pre-conceptual design of the MSFR.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Optimization of the pre-conceptual design of the MSFR

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.833379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:09c760734ebcf0cbde32688fb7cbb43667a36ce4e0691651cc685189a667a8aa

Observation d58c742c-ae1e-48c5-8193-d3df84c20cf6 · outbound

This paper cites Artificial intelligence for accelerating nuclear applications, science, and technology.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Artificial intelligence for accelerating nuclear applications, science, and technology

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.814689Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:aa6e775af343820a6c51557227a7f966f52f7af615c97af856a1a61f00de4a6e

Observation 3bd28f12-f1c2-4e21-8e84-5efc7c5797f0 · outbound

This paper cites Brunton, Marko Budiši´c, Eurika Kaiser, and J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Brunton, Marko Budiši´c, Eurika Kaiser, and J

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.814917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f3a8e051d2788fd2b1813f809615aa629eb8d68d96aa494f2166785cc9803178

Observation f12e5bf1-5133-49bb-a63b-33d59f9a8add · outbound

This paper cites Brunton, Joshua L.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Brunton, Joshua L

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.816366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a5c200a79298a20786f2c6281651a8fa20fb9fccc5493dff3a2ff0eb77700237

Observation 39e3dbbb-7731-4d1a-8dc0-f5239c7ac1ee · outbound

This paper cites Codbench: a critical evaluation of data-driven models for continuous dynamical systems.Digital Discovery, 3(6):1172– 1181.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Codbench: a critical evaluation of data-driven models for continuous dynamical systems.Digital Discovery, 3(6):1172– 1181

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.813019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:95315dbd946eccbfbd801320c7e540946e9322c2a6717a4f22f3161a188cc184

Observation 5cc52f16-e47b-4825-8bc0-3490bfd24203 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.816129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:b8cc7c22d500e5228a2ba10ed1d0cf65e3c9502ef3a43509c57c9e4d1e304a62

Observation 36a355b4-5814-48f4-b3e4-71eb896d0a6d · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.824846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:085c3a27581e422752425ff6c1c6d136bd40d474507a5bb112dc2db433d29bba

Observation ecfcec90-e0aa-41ee-8a1f-ff8a1b036fa0 · outbound

This paper cites Training verifiers to solve math word problems.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Training verifiers to solve math word problems

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.828374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:2bfcfdfb4b878c7e027b1d39ec0a7f0d72cb8b7544d199ace3ebb2c0200d8dc8

Observation 9ee7bef2-c5b1-4c9f-b799-0cdf9c6fd3f1 · outbound

This paper cites Coelho, M.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Coelho, M

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.832294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a9d05946a3f0b7a091dbfa15b27b247b504ebba9cd3fbbe40c151183cb556fba

Observation 7f55bbde-1666-489a-86fe-78b15bade378 · outbound

This paper cites 6 - Neutronic/thermal-hydraulic coupling.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models 6 - Neutronic/thermal-hydraulic coupling

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.805914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:3448e84824a3038644d060931cc9717682e90531c9ebbfbf210323c7f365e07c

Observation 91eaed3e-4526-44c0-a91f-04e97c3053e5 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Imagenet: A large-scale hierarchical image database

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.804120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f59176a4ffa28bb6a4fc24dd3ee72489f89354c3b0cd0fb0a22cace0cb152d6c

Observation a47050d7-c965-40b2-91a9-697ff3489463 · outbound

This paper cites 50 years of data science.Journal of Computational and Graphical Statistics, 26(4):745–766.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models 50 years of data science.Journal of Computational and Graphical Statistics, 26(4):745–766

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.807726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1acd506e383d33394405a08f0c697bde800c1d1349dc2a60c4137c5113f29a5b

Observation b2329ba1-ddb1-4f0b-a3af-55a927d6a53a · outbound

This paper cites Duderstadt and Louis J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Duderstadt and Louis J

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.811099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:53a75bebb3d52845f2237d91172274254f6723c071e584f23ddb8ecab1468c4d

Observation 7ddf80d7-d022-4a69-8649-6edba1ece364 · outbound

This paper cites Shallow recurrent decoder for reduced order modeling of e × b plasma dynamics.Machine Learning: Science and Technology, 6(2):025024, apr 2025.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Shallow recurrent decoder for reduced order modeling of e × b plasma dynamics.Machine Learning: Science and Technology, 6(2):025024, apr 2025

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.800375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:b8dcda4367af83dc2d6f334d498e3687313413c41e19d6e0895927f61a0e05cc

Observation 342b7a0c-de28-4abe-8f7d-8ad36e8c6c77 · outbound

This paper cites Nathan Kutz, Bingni W.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Nathan Kutz, Bingni W

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.802255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:e14c4f9a9e17e1e577ebdf124ac098bb7f62ad2e78768f5232104d97f103d984

Observation 50bca384-71ff-41e0-be9d-0f25e8affca0 · outbound

This paper cites Impact assessment of radiative heat transport in arc-class reactor flibe liquid immersion blanket.Nuclear Science and Engineering, 198(4):898–913.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Impact assessment of radiative heat transport in arc-class reactor flibe liquid immersion blanket.Nuclear Science and Engineering, 198(4):898–913

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.804858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1612ceebf6dd3fc122f99da39024ed28624bd6fac0b661f1cb0c428d7c528fff

Observation d9b0144a-387c-41b7-b879-33d5e0abc3b6 · outbound

This paper cites Physics-informed neural network for solving neutron transport equation with differential order transformation and fourier feature.Journal of Computational Physics, 546:114519.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Physics-informed neural network for solving neutron transport equation with differential order transformation and fourier feature.Journal of Computational Physics, 546:114519

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.820105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:7d3fdf33f3f6ee107a6308fe6655b18bab0c8d7030fb7d0810094fc145720d4f

Observation 81d0a6ba-6e38-42b8-b639-e5603a49d3db · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.829672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d008672b6bf7280290fc956834d8d3e9b8aa2beab2ae0f373ae5d6adc9e95364

Observation d8364f37-9748-40be-a086-79099e9900fc · outbound

This paper cites Ai must embrace specialization via superhuman adaptable intelligence.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Ai must embrace specialization via superhuman adaptable intelligence

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.270938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d0e0c088cfae2ad18eae5f9338652d72bb31dc8a295232615dabc8a505836428

Observation fc8b705d-e390-4124-bb03-b05ad3a689fc · outbound

This paper cites Generalized Empirical Interpolation Method With H1 Regulariza- tion: Application to Nuclear Reactor Physics.Frontiers in Energy Research, 9.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Generalized Empirical Interpolation Method With H1 Regulariza- tion: Application to Nuclear Reactor Physics.Frontiers in Energy Research, 9

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.809554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:6eea73292d9e6f2991d5b36393ff4203133177af3b8ae42446f35d905ff3227d

Observation 6bdcf450-c9c0-4c4f-aeb5-02fdffadc8f2 · outbound

This paper cites Parameter identification and state estimation for nuclear reactor operation digital twin.Annals of Nuclear Energy, 180:109497, January 2023.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Parameter identification and state estimation for nuclear reactor operation digital twin.Annals of Nuclear Energy, 180:109497, January 2023

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.787440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:56cb1a1462b1fe4fcf71fe43d2120e60d3f5d2c1d6dd04ea86f810aba54ac749

Observation 1c4349e3-95f0-473a-a569-00d8099b1739 · outbound

This paper cites Plasma Surrogate Modelling using Fourier Neural Operators.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Plasma Surrogate Modelling using Fourier Neural Operators

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.266046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d4a3ac88221970eb8d8ff32a11e4f3718face6811513869f6fc944c2a7e9c19a

Observation e69585cb-064a-48eb-b97c-15aee41a9e63 · outbound

This paper cites Grieves.Virtually Intelligent Product Systems: Digital and Physical Twins, pages 175–200.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Grieves.Virtually Intelligent Product Systems: Digital and Physical Twins, pages 175–200

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.771646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:84a5f4ee991eae9637944952d9c4c10292adeea4422f51373f74f4b755c6c6ba

Observation 58f7a9de-516f-4887-b235-66b7a8f49b5a · outbound

This paper cites Large language models are zero-shot time series forecasters.Advances in Neural Information Processing Systems, 36:19622–19635.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Large language models are zero-shot time series forecasters.Advances in Neural Information Processing Systems, 36:19622–19635

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.699976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:ef9fe0073c63e4216b969db27b2f7372fab3fe7adb2468aced44c35b8571e8e1

Observation 8e51c698-b6bc-4a62-b150-930200690c6a · outbound

This paper cites Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638, 09 2025.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Deepseek-r1 incentivizes reasoning in llms through reinforcement learning.Nature, 645(8081):633–638, 09 2025

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.791500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:9714e6a37e657d81704dba8b6561f9d1fb3ed9c3236200a2e90e8a3f4a8ffae2

Observation 35351f04-874b-4af8-aae3-4d6ecc8c74ac · outbound

This paper cites Measuring mathematical problem solving with the math dataset.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Measuring mathematical problem solving with the math dataset

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.793298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8eb6d95be2e1579c6f57f735cd053920e47796e1c04bdec0f75e4a8d7f2d86b8

Observation e83a9832-9563-4683-900b-86de348e7d34 · outbound

This paper cites Long short-term memory.Neural computation, 9(8):1735–1780.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Long short-term memory.Neural computation, 9(8):1735–1780

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.697626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d730a92261d048432a2c1a842520f8c4ce1009f5285c96174cedecf060f32cd9

Observation f0e6e11a-2e8a-4c57-affd-1a7ae513f786 · outbound

This paper cites From tables to time: How tabpfn-v2 outperforms specialized time series forecasting models.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models From tables to time: How tabpfn-v2 outperforms specialized time series forecasting models

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.695652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f3e971094a59bffce20319f22c9c93be14edadacefd0303aed0cb08d663cd8e6

Observation ae67726a-6644-4b8a-a70d-01d72a53e652 · outbound

This paper cites Virtual sensing-enabled digital twin framework for real-time monitoring of nuclear systems leveraging deep neural operators.npj Materials Degradation, 9(1):21.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Virtual sensing-enabled digital twin framework for real-time monitoring of nuclear systems leveraging deep neural operators.npj Materials Degradation, 9(1):21

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.788145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:542b11bf83c74584b3b629cef82e2332b26798a98c47c0636a088cc46a41fc74

Observation cdaf811c-fdab-4295-9f3d-105dcd589684 · outbound

This paper cites A review of the application of artificial intelligence to nuclear reactors: Where we are and what’s next.Heliyon, 9(3):e13883.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models A review of the application of artificial intelligence to nuclear reactors: Where we are and what’s next.Heliyon, 9(3):e13883

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.783539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:57df2eec21dbc57445ccc26532867226a139a057634bec7d6746c2ec63e583bd

Observation be5a229f-0da9-4add-95c4-8faf2ac37f14 · outbound

This paper cites Advances in small modular reactor technology developments.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Advances in small modular reactor technology developments

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.736240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:fad8b4d560d35fc36872bf3c1c7629cd6ed6a1ba5c15fe7818498002086dc926

Observation 275db9b4-b105-4ddd-a28b-a6ad2aa53803 · outbound

This paper cites the ’echo state’ approach to analyzing and training recurrent neural networks.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models the ’echo state’ approach to analyzing and training recurrent neural networks

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.786338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:612ede8fb2ccbcd436f9f156658c238b66083941d32c27ab53792c89a04988e4

Observation acea4153-b482-4730-b59d-eaba5b8e4caf · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.795004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:aabc13867510f4f7a70ac6a1decf91561cbb7a46660fbb507277f862f77d5e49

Observation 1f70fe25-331e-4d02-8765-b64d8fb8d88d · outbound

This paper cites Kapteyn, David J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Kapteyn, David J

Reference 43

Resolution
verified exact
doi, observed 2026-05-20T20:33:43.093200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8f3816eb99526afa515e4e442db440e6f067465dff033651c8f69263b21bf05e

Observation 1118481e-5529-4ab0-87e8-19c5a2e3938a · outbound

This paper cites Deep neural operator-driven real-time inference to enable digital twin solutions for nuclear energy systems.Scientific Reports, 14(1):2101.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Deep neural operator-driven real-time inference to enable digital twin solutions for nuclear energy systems.Scientific Reports, 14(1):2101

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.778576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a1842b5a57c77cf112538d32509f65cceff31fe4b947fee2c039d388ba583f9f

Observation 22bb414d-ffe0-4d9c-b4cd-0f167d9ad115 · outbound

This paper cites Imagenet classification with deep convolutional neural networks.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Imagenet classification with deep convolutional neural networks

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.763740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:93de5ce61582bb93858ea16a0b20a7d436265a9f96e00361bbf3f1326b3437c6

Observation ecc3e32a-d6b6-4763-8e84-0870d91bdaaf · outbound

This paper cites Panda: A pretrained forecast model for chaotic dynamics.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Panda: A pretrained forecast model for chaotic dynamics

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.260729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a86aee93570a3eb65d479b9bb504c6e23511c2a43c68bf45008a40b0e5545fd3

Observation 366e1f8c-2a66-43e3-8f28-c5c3f5947573 · outbound

This paper cites Model Order Reduction in Fluid Dynamics: Challenges and Perspectives.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Model Order Reduction in Fluid Dynamics: Challenges and Perspectives

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.780729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:eb30e59578ad1ee49a3f34fbd15865bf64c9401c275e6384421cca9e762a09dc

Observation 398f5970-cb41-43be-92f7-a65bed777da6 · outbound

This paper cites Fourier neural operator for partial differential equations.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Fourier neural operator for partial differential equations

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.775105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:d8922c89739f994ef34801384d8c52ecaf49ae752cab8db85cb8c4e832acc7e8

Observation a7a403af-769f-44c7-9168-cd52b695246d · outbound

This paper cites Fourier neural operator for parametric partial differential equations.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Fourier neural operator for parametric partial differential equations

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.709171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1e4588d266f621ea8894c4c38b0987aa8a037c88bdb50db91201b74021c64498

Observation a4ee52d3-0319-4eda-bc94-f03881771d30 · outbound

This paper cites Moirai 2.0: When less is more for time series forecasting.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Moirai 2.0: When less is more for time series forecasting

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.269733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:84019e45f1af87e5d3be59163747810a97f8d0514ced2847c4550df6570e7848

Observation 5f69a5b8-276b-4133-b014-274f4b54735e · outbound

This paper cites Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.263686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f786f49709c8a2a2572e1528272dbdd764cd7bf97e84b05c3bac9b669da85aec

Observation cb71bb8c-4f19-4b10-8a13-1311c425f338 · outbound

This paper cites Sundial: A family of highly capable time series foundation models.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Sundial: A family of highly capable time series foundation models

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.769678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:657cdf8309a6843015942caba098be7ad37c4457df42c91d8d26823d8fa83dad

Observation b3383e9a-c9ba-4240-9150-3c0275e67059 · outbound

This paper cites Hou, and Max Tegmark.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Hou, and Max Tegmark

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.773467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a8ae35e97d2c516ffe228fd614dbb692a45b4236e05245cdf3868d1d16e67f1e

Observation 277d6c65-8fa6-40d2-9e37-465f6cadc864 · outbound

This paper cites A novel openfoam library for magneto-hydrodynamics studies in the nuclear fusion field.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models A novel openfoam library for magneto-hydrodynamics studies in the nuclear fusion field

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.776859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:6f0fcf913abfd062b25953bb094eb1b9fd7204297d3d1028beab320d94cf9c1f

Observation 51d7e31b-e45e-46aa-94ea-1e568554f7f7 · outbound

This paper cites Learning nonlinear operators via deeponet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3(3):218–229.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Learning nonlinear operators via deeponet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3(3):218–229

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.769840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:868c40e59fe3a284ef5f178e13df5b46c7b90696d37a99058798fc214bbb4224

Observation 1f86565a-30a8-464d-9593-71827b1ded55 · outbound

This paper cites Learning nonlinear operators via deeponet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3(3):218–229.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Learning nonlinear operators via deeponet based on the universal approximation theorem of operators.Nature Machine Intelligence, 3(3):218–229

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.750614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:818fc3983cd3f747e795a3687824e2d59e4f37e638a82a608cb2b7fcdf05af19

Observation 832a90e2-fe35-4c43-9731-3f93ac3a2a8a · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.713733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:7450288083c2037b674330998f352e0b512be953b50f6ac6e7b0f356df32d4e1

Observation a1bbf0c5-b768-423d-8030-ad07db928f83 · outbound

This paper cites On the computational power of circuits of spiking neurons.Journal of Computer and System Sciences, 69(4):593–616, December 2004.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models On the computational power of circuits of spiking neurons.Journal of Computer and System Sciences, 69(4):593–616, December 2004

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.766403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8774f685f98ee1c0cc181d5483c17ee96b1029e1bc4f0a91b64445aa00835e93

Observation 192ef34d-f5a2-4a07-a99f-18c5dd3e3b63 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.767907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:b410bdd6d7a594a55d289fceb185e8054fd7f7c0e829e4cb5088c40aab34869c

Observation 8b60d41c-deec-443e-ad55-008776600906 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.755915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:be53f18cb03f443483ef1930275859d81b4908fa1320e736fbb7237a3560cfde

Observation a00235fd-ee79-4861-852e-29c44f955f0f · outbound

This paper cites Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations.Nature Machine Intelligence, 6(10):1256–1269, Oct 2024.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Weak baselines and reporting biases lead to overoptimism in machine learning for fluid-related partial differential equations.Nature Machine Intelligence, 6(10):1256–1269, Oct 2024

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.767532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1d827083276a3944b2962215bfe72af2e3c971a68f4531de0b6edcfa7c733381

Observation f15be936-ac71-462f-ba90-5ddc763b59fc · outbound

This paper cites Modeling and validation of the dynasty natural circulation loop with the relap5 code.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Modeling and validation of the dynasty natural circulation loop with the relap5 code

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.791308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:03db19565442d5664a83bc282e7addc1cc8d1e286e75c48c0f1ec8a3c327d14d

Observation 4b1b4f01-b4d5-4d3c-a602-69e84919e120 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.834999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:0610515752df8799447d374ad85aa7961e21bdd04749c95ab4ff303026590601

Observation ea77aeb4-edb4-461a-911e-393ac6190b34 · outbound

This paper cites Accessed May 2026.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Accessed May 2026

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.742177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:4d4b2f823817526ae4d04ceac60203591369dccf63b1e5ee3a4498a9ccdfb1ca

Observation c786841a-6b4f-48a9-9a42-be5ec48a3cba · outbound

This paper cites The well: a large-scale collection of diverse physics simulations for machine learning.Advances in Neural Information Processing Systems, 37:44989–45037.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models The well: a large-scale collection of diverse physics simulations for machine learning.Advances in Neural Information Processing Systems, 37:44989–45037

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.761193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8899e02404abce91c2550cc8c00d7eba005d2a014e655236073065971dd48e53

Observation bc5deb96-9298-4020-8d44-0a83f467cb60 · outbound

This paper cites de Silva, J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models de Silva, J

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.764598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:1997833f9e9cd6682ac668d86e956a2d15a037be884a3a3e45fb1937c11e5b44

Observation 37be0cd9-47c5-4194-b01e-d5a2b7c581eb · outbound

This paper cites Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach.Physical Review Letters, 120(2):024102, January 2018.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach.Physical Review Letters, 120(2):024102, January 2018

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.771938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:3a4cc9f3a4fe9ba14d9421f9b97f1c9b47b90c696f38a0dc784d790a1a9741ac

Observation c9c8680e-bb1a-4a46-bd09-05a945ef01d4 · outbound

This paper cites An Experimental Facility to Investigate the Natural Circulation Dynamics in Presence of Distributed Heat Sources.Energy Procedia, 101:10–17.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models An Experimental Facility to Investigate the Natural Circulation Dynamics in Presence of Distributed Heat Sources.Energy Procedia, 101:10–17

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.784339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:b6dbe8a00a24542f894d2d6c293433167b6a27525d0b668ee4dd379ee9600c4e

Observation 2bc5483c-0834-43bc-98c7-3f1e2358ca87 · outbound

This paper cites Tsoukalas, and Alexander Heifetz.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Tsoukalas, and Alexander Heifetz

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.796619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:58ce70e4782f9bc6bd2fef125d327da8739deb71b745b6972d2608313a645385

Observation e50d8141-0f58-4793-840e-b6efe9c62639 · outbound

This paper cites Tsoukalas, and Alexander Heifetz.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Tsoukalas, and Alexander Heifetz

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.789829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:a3114ae761f57a540a252269a9437023ed03dc08d659a0a623541bf300af94f7

Observation c35dfd10-80b9-4720-85fd-98cd96b81730 · outbound

This paper cites Prince, Joshua T.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Prince, Joshua T

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.782568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:e05bcf030dd42fbf33d64c6bce6c16b188ec92a9250c4ded579cbecea0e74015

Observation 09ba903e-8610-486f-b61d-332bafcc5605 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.826615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:044caf7c2a0c677f50eb2f8889286449d56c1d53a7574b32a4981b970d23937d

Observation 0c56832c-3bc8-412d-b750-d4cfa525d05f · outbound

This paper cites Neutron Flux Reconstruction from Out-Core Sparse Measurements using Data-Driven Reduced Order Modelling.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Neutron Flux Reconstruction from Out-Core Sparse Measurements using Data-Driven Reduced Order Modelling

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.755744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:df78866d59049b1df0a8ca0e8d1f3b4d4939ab4c4b71bc1510b431c44f7fda56

Observation 871bbaae-db31-45ba-83bf-84d1afc42c23 · outbound

This paper cites Nathan Kutz.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Nathan Kutz

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.837901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:8d02815063f686a1513e30771667044a81be19134a645a5d0501c1cb21908b1b

Observation 99d5e49a-e5f5-4b37-8ecb-7e3a6b75b102 · outbound

This paper cites De Gruyter.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models De Gruyter

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.759471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:afbf754bb82c5e3ab64bd59c48aa931a912682a1d498492fd3dbe568dbfec495

Observation 02680c16-73da-49dd-9d66-3668109b3e02 · outbound

This paper cites Ruth, Owen R.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Ruth, Owen R

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.750463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f620912f1eebf23265f41f1a102cfabd1bd31e0804f36332da5db175f8a76645

Observation 720abdb2-1e18-4094-bb14-d3ee82b6032d · outbound

This paper cites Differential Equations for Continuous-Time Deep Learning.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Differential Equations for Continuous-Time Deep Learning

Reference 77

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.257830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:0bd6d1800479660a11f1d1cd1e0fe5c1719581d9659479bca5b71edbcb9f6130

Observation 4861518b-bd8b-4602-9499-f81dc6f7c0d5 · outbound

This paper cites A general reinforcement learning algorithm that masters chess, shogi, and go through self-play.Science, 362(6419):1140–1144.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models A general reinforcement learning algorithm that masters chess, shogi, and go through self-play.Science, 362(6419):1140–1144

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.746917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:981ae5aa84f9ff410931df95ce0a5eb4192569ce771ea38cce562ee37a389ba0

Observation 9c9179b8-1a71-4f11-b6a2-1bba5bf9653d · outbound

This paper cites Pdebench: An extensive benchmark for scientific machine learning.Advances in Neural Information Processing Systems, 35:1596–1611.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Pdebench: An extensive benchmark for scientific machine learning.Advances in Neural Information Processing Systems, 35:1596–1611

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.734364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:665848a7793c201f8b807d9be419b519aa8de365f0a4c54764854ec357a4de4b

Observation b9f626b1-9d66-4af3-9553-26fd3f85a0e1 · outbound

This paper cites Williams, Francesco Braghin, Andrea Manzoni, and J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Williams, Francesco Braghin, Andrea Manzoni, and J

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.732528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:bb3b6e242eb3240fdd5cd5dc07948d53b9566a33ff9fcb74a0d53f9e55c7fffc

Observation 02b3c3e9-1ae8-40a4-a4e2-b6badf410ba9 · outbound

This paper cites an unresolved cited work.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Unresolved cited work

Reference 81

Resolution
unresolved
raw_fallback, observed 2026-05-20T20:33:43.836421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:c1527799136655174b9a973646ccf71dcf94f96aa1c47f07fc175487fcfa4c4b

Observation db8eb979-f704-46b4-80b5-1199a8971e64 · outbound

This paper cites Griffin: A moose-based reactor physics application for multiphysics simulation of advanced nuclear reactors.Annals of Nuclear Energy, 211:110917.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Griffin: A moose-based reactor physics application for multiphysics simulation of advanced nuclear reactors.Annals of Nuclear Energy, 211:110917

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.795173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:607f8c352335c0c3872dd1626dab9878ae92fb6c48b50b77c2b084248e8125aa

Observation f062096f-efaa-4c4c-a884-0aacb902b6ca · outbound

This paper cites Williams, Olivia Zahn, and J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Williams, Olivia Zahn, and J

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.752081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:0a78041005f8a4613c91f69aacdad70727247b05f9339c203ad1ee923933ea27

Observation ebd58a84-4e37-42f9-a5f9-ffbdc3f14f0b · outbound

This paper cites Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, and J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, and J

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.754042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:6f71c50d16df4c137af06d02a3322418a978e53aae96611ef507aa72aee6345e

Observation d8edab84-edc0-415f-b63f-0ed67b813b07 · outbound

This paper cites Wyder, Judah Goldfeder, Stefano Riva, Jan Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, and J.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Wyder, Judah Goldfeder, Stefano Riva, Jan Williams, David Zoro, Amy Sara Rude, Matteo Tomasetto, Joe Germany, Joseph Bakarji, Georg Maierhofer, Miles Cranmer, and J

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T20:33:43.740449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:689358ab288fb2dd6451659d015450757e8eb538ed588e92fa631bbc48575359

Observation 2e6ec6a6-b0e8-4704-a309-49d67b4674d4 · outbound

This paper cites Effectively Modeling Time Series with Simple Discrete State Spaces.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Effectively Modeling Time Series with Simple Discrete State Spaces

Reference 86

Resolution
verified exact
arxiv_id, observed 2026-05-20T20:33:43.255014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:f8642fa80e49949dfb2e459d937978e43453e47646284b807c7fcdef03bb4e2f

Observation 791dc38f-b8b0-4e74-bae5-78e78f49e1ac · outbound

This paper cites Limitations.

CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models Limitations

Reference 87

Resolution
malformed identifier
raw_fallback, observed 2026-05-20T20:33:43.742570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T20:31:07.818509Z digest=sha256:9618fe2541e554399a0d76904429db66076328595ff7fd0fcf258fe1e2410291

Pith citing papers

Observation d28cf118-11a9-4887-8840-f208b4851595 · inbound

Adaptive Reservoir Computing for Multi-Scenario Chaotic System Forecasting cites this paper.

Adaptive Reservoir Computing for Multi-Scenario Chaotic System Forecasting CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-06-29T13:03:26.580425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T12:55:48.826129Z digest=sha256:6679c68f06dae34b8a18fd5879a92d2112db5c2ff37fed2e2f202284e68d4f4e

Observation 40791998-26bf-4cfb-b865-ae5529c4688c · inbound

Metric-Aware Hybrid Forecasting for the CTF4Science Lorenz Challenge cites this paper.

Metric-Aware Hybrid Forecasting for the CTF4Science Lorenz Challenge CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-07-02T02:46:28.524991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T10:40:03.531578Z digest=sha256:eab0b8293e4d826d45fddaf0530da6e1b2d7c518566411046107e017de1fd0d6

Observation 15df93da-95d2-4739-bd98-799e8a40ade7 · inbound

Divide-and-Conquer Modeling for the CTF-4-Science Lorenz Benchmark cites this paper.

Divide-and-Conquer Modeling for the CTF-4-Science Lorenz Benchmark CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Reference 8

Resolution
malformed identifier
local_arxiv, observed 2026-06-27T17:01:07.908567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T16:55:28.245026Z digest=sha256:8f5fd5bace3a2ec46b92247bfb696544d0eabbbe337990da64ed0580a38d22c6

Observation 3b5a9bc5-9658-4312-911c-57e64a9fb003 · inbound

LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor cites this paper.

LSTM Variants for Chaotic Dynamical Systems: An Empirical Study on the Lorenz Attractor CTF4Nuclear: Common Task Framework for Nuclear Fission and Fusion Models

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-07-04T09:09:43.130356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-26T10:28:13.660839Z digest=sha256:55162f59d900612999e6403f3ee5db16550b9d2958bf4be16a5566e6cbd9a837