Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:32.332255Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.24584.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:35:32.332255Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a4bacbb4-930f-450d-9384-b543478c0bb9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e717ffb5-b9d8-477e-9f32-5da05501b9b2 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A., Goldstein, D
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 705c6ae9-44b7-4e00-b155-e205bfc9b69e · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Inference-Time Scaling for Complex Tasks: Where We Stand and What Lies Ahead
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d888a5bc-173e-4cac-98e9-514556a83858 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db082e09-d584-468a-8218-d8259385cb45 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f7acff9-cd17-4e12-b317-b384025f2562 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up INT-FlashAttention: Enabling Flash Attention for INT8 Quantization
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9b0dfb2-a01e-4b78-a5d5-c18e58551f5a · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 255016c4-5d8c-4921-934f-659350c73366 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60e3fa44-b85e-4df7-93bc-c7e90bff523d · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Flashattention: Fast and memory-efficient exact attention with io-awareness
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 976ef2c4-e5e3-43ec-a6bd-af7401e5c566 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Qlora: Efficient finetuning of quantized llms
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ffa5f494-7192-4c1b-be11-d809b2e676b0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95399fe2-9958-48b3-81f7-48399dedba3f · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b426954e-e551-4e8c-bb54-66d341b6a0d0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bbd20854-87d2-44af-9bf8-318f299ace95 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up An Agentic Approach to Automatic Creation of P&ID Diagrams from Natural Language Descriptions
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24d8fb79-383a-4d2a-88aa-ee296b003dce · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bc667be-7af6-43f2-8d3f-f2b5093c8ec4 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31437aac-2a3d-456d-9f8f-39960b61ff55 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Retrieval-Augmented Generation with Graphs (GraphRAG)
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32e5f959-0378-497f-8483-ef837721d2fa · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up G-retriever: Retrieval-augmented generation for textual graph understanding and question answering
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56e5f62b-5e85-4eb7-8b26-657f6bcb62d6 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Toward automatic generation of control structures for process flow diagrams with large language models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c82ee19c-357e-40f9-9e2d-86461e8a8daa · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Retrointext: A multimodal large language model enhanced framework for retrosynthetic planning via in-context representation learning
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35cb5cdc-b3e8-4788-8bc7-41d82af74bcb · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up INTERACT: Enabling Interactive, Question-Driven Learning in Large Language Models
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82759771-3a7d-4ba3-8c66-2d25f3b11cd9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Shortened LLaMA: Depth Pruning for Large Language Models with Comparison of Retraining Methods
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3d558a8-f38c-4f05-bcc1-046c400b6132 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Sober Look at LLMs for Material Discovery: Are They Actually Good for Bayesian Optimization Over Molecules?
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53e66473-8266-4b3e-8356-3bd0f97887d5 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up H., Gonzalez, J., Zhang, H., and Stoica, I
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a9f9166-e000-46ce-b89f-e663b8216b5e · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Survey on LLM Test-Time Compute via Search: Tasks, LLM Profiling, Search Algorithms, and Relevant Frameworks
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f8875a9-29eb-49ef-b995-cb6bbef1072c · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Cppo: Accelerating the training of group relative policy optimization-based reasoning models
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eba21a6-bbc2-4aae-bfc5-4b27aa964249 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up DeepSeek-V3 Technical Report
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d624e507-dcae-490a-89fc-fbe49fdeb2b7 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up MetaScale: Test-Time Scaling with Evolving Meta-Thoughts
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92436c6d-4843-4ee7-bd4e-94f520a26559 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Efficient Inference for Large Reasoning Models: A Survey
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3ad670e-d356-4b49-91f3-2cf1d0aa6346 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up W., and Yang, Y
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e5b0615e-ba43-4bfe-adc9-e302d256909e · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cdb80368-62fb-4203-9e1c-8f7d0ee8418a · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Dwsim: Open source process simulator, 2025
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 16176cfb-8004-4b75-b75a-f6dca626d298 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up text-embedding-3-small model
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 72fa2498-a6a2-4052-a927-0f89c94c77a9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A chemically-guided generative diffusion model for materials synthesis planning
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e187508e-9ad4-4c8d-8242-60c8b694c8f3 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up vAttention: Dynamic Memory Management for Serving LLMs without PagedAttention
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7ffc267b-be9d-44f8-bf7a-2c865a31dcf0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ffcb539-a804-4f74-8f51-b90df1c1d30c · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Little Help Goes a Long Way: Efficient LLM Training by Leveraging Small LMs
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ed4e409-268a-4878-a8a2-f13484d531f0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up KV-Compress: Paged KV-Cache Compression with Variable Compression Rates per Attention Head
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d8881ff-1e62-45fb-8f32-b50615c737e5 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up 2SSP: A Two-Stage Framework for Structured Pruning of LLMs
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ff1aa35-2c75-45d6-ac3a-1ca792bddb02 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Proximal Policy Optimization Algorithms
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 921e76a3-3ecb-4b1e-9060-8292866f75ec · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 94fedf7d-3d80-450c-bb13-d0015f604452 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Flashattention-3: Fast and accurate attention with asynchrony and low-precision
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4536e51-15bb-4f6e-9907-54c7df403b9b · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a0fad02c-07ac-4f7f-b988-023b191dce79 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up When to solve, when to verify: Compute-optimal problem solving and generative verification for llm reasoning
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94f06975-4095-4b07-ad37-14cad0d1f41b · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bb73d9f-80ef-4710-bc27-6a5f9ac290c9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5bdb2fcc-956b-4e20-885b-a04b380ef094 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f8127382-1fd0-4ac1-93d1-d9ed08ff5de2 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Simple and Effective Pruning Approach for Large Language Models
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f290849-08b4-4290-8309-109077570a42 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up The curse of depth in large language models
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7287e1bf-ca2c-471b-976e-a5f585d31d34 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up DarwinLM: Evolutionary Structured Pruning of Large Language Models
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e572f765-4eb7-4a0a-9d77-1e91dccd9ae0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3b2e50ac-048d-4110-aca7-f4fcf5ca1e52 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A., Waltman, L., and Van Eck, N
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d30b1468-834c-47a1-931b-b03cb75fdbf9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up S., and Schweidtmann, A
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a57b5ed3-3e53-44e0-a797-aa2b649b2744 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Efficient Evolutionary Search Over Chemical Space with Large Language Models
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 556e86b9-6d94-473e-b923-ef1b98a019d9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up LLM-BIP: Structured Pruning for Large Language Models with Block-Wise Forward Importance Propagation
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97fa5196-3d37-48a5-9453-89f73c4bf1e8 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfeddd8f-ac13-4703-84c2-681ee1c207d3 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Feature Alignment and Representation Transfer in Knowledge Distillation for Large Language Models
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f97ac0e8-221f-4960-87fe-b5773a4b92ed · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up C., Jimenez Rezende, D., Schuurmans, D., Mordatch, I., and Cubuk, E
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08ec376f-3ada-4284-8baa-8f2f4c75dd37 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Towards thinking-optimal scaling of test-time compute for llm reasoning
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2c6340c-6677-49e0-b7e1-99198a651ef9 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Z1: Efficient Test-time Scaling with Code
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c067488c-3220-4369-bd17-797f38e5fcb0 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Common Steps in Machine Learning Might Hinder The Explainability Aims in Medicine
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e85fc5d-f9d6-4e83-b3c2-a504c6ac477f · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f233d782-4ee6-4d6d-819b-6cb85881895e · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Lookahead: An inference acceleration framework for large language model with lossless generation accuracy
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1c81f747-fa81-4c9f-8530-53abacc406a5 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 426264f9-8ef0-47c6-bf98-4e29e4b95e56 · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up A survey on model compression for large language models
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7db1c111-aeac-4d6c-b833-e62c2a602aad · outbound
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up write newline
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.