Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T16:56:28.268568Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 100 of 144 outbound references and 0 inbound Pith citation observations for arXiv:2512.11935.
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 2026-08-03T16:56:28.268568Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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
100 of 144 outbound references displayed
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Observation 26c05817-420a-4057-b297-b4e6cd314b3f · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Scientific discovery in the age of artificial intelligence.Nature, 620(7972):47–60, 2023
Reference 1
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Observation f2f0249a-a408-4412-b647-3e77d85db022 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Recent advances and applications of deep learning methods in materials science.npj Computational Materials, 8(1):59, 2022
Reference 2
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Observation e452299b-81ab-482b-8453-440fd6d010c2 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org The fair guiding principles for scientific data management and stewardship.Scientific data, 3(1):1–9, 2016
Reference 3
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Observation 439c46ec-c8c9-49a1-8e14-e1e797b35a73 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Machine learning for integrating data in biology and medicine: Principles, practice, and opportunities.Information Fusion, 50:71–91, 2019
Reference 4
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Observation 55890762-37a5-4312-af6d-b2d31a55c3b9 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Chatgpt for good? on opportunities and challenges of large language models for education.Learning and individual differences, 103:102274, 2023
Reference 5
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Observation 3e9857b9-c09b-4d0d-bf8c-b7fb22f53949 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org A comprehensive overview of large language models
Reference 6
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Observation 2a81ec4b-3cab-4fcd-80d3-83ea69e420ad · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org GPT-4 Technical Report
Reference 7
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Observation 747a5888-1a91-47fe-9d69-ecb7e7e422eb · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org 14 examples of how llms can transform materials science and chemistry: a reflection on a large language model hackathon.Digital discovery, 2(5):1233–1250, 2023
Reference 8
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Observation c61375da-4b62-4f68-a80b-382a65071a07 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Leveraging large language models for predictive chemistry.Nature Machine Intelligence, 6(2):161–169, 2024
Reference 9
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Observation fe949388-703b-4022-a322-8a645e09b592 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Chemnlp: a natural language-processing-based library for materials chemistry text data.The Journal of Physical Chemistry C, 127(35):17545–17555, 2023
Reference 10
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Observation 519a496a-c93e-41b8-94c2-4040fc3d24eb · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unresolved cited work
Reference 11
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Observation 508e61ec-03b6-46fd-bb17-33d1e7dd3bff · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unresolved cited work
Reference 12
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Observation 7e054dd6-397c-4847-9b11-3af9a7f2da0f · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Atomgpt: Atomistic generative pretrained transformer for forward and inverse materials design.The Journal of Physical Chemistry Letters, 15(27):6909–6917, 2024
Reference 13
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Observation 071ffd69-678f-476d-9e3a-74978362f865 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unresolved cited work
Reference 14
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Observation 6bfa94e9-b8b7-44a4-a126-db0c7137b0e3 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Crystal structure generation with autoregressive large language modeling.Nature Communications, 15(1):10570, 2024
Reference 15
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Observation b966a6fe-c3d1-4b15-9360-b9c74d21ad5a · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Detecting hallucinations in large language models using semantic entropy.Nature, 630(8017):625–630, 2024
Reference 16
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Observation efb7f8d9-c57c-4e5f-8818-90637524c701 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions.ACM Transactions on Information Systems, 43(2):1–55, 2025
Reference 17
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Observation 6aefc704-9845-49c5-983b-47a836540893 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Towards Mitigating Hallucination in Large Language Models via Self-Reflection
Reference 18
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Observation d9bc3041-4c5d-4fbb-9c91-7290b4934175 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Towards Understanding Sycophancy in Language Models
Reference 19
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Observation d33a035e-1108-4ecb-a5e6-346d519d216e · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Holistic Evaluation of Language Models
Reference 20
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Observation 0022afde-4036-4bf5-b37d-4ef8c6cfce5e · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Galactica: A Large Language Model for Science
Reference 21
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Observation 059aee25-814d-4b92-a6bd-2fee5f83697b · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Language models can generate molecules, materials, and protein binding sites directly in three dimensions as XYZ, CIF, and PDB files
Reference 22
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Observation 82bead61-1d40-4287-b209-77089efb2793 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org ChemCrow: Augmenting large-language models with chemistry tools
Reference 23
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Observation bdbb4337-b449-4e8b-a209-5b661032ccb1 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Autonomous chemical research with large language models.Nature, 624(7992):570–578, 2023
Reference 24
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Observation 6fc1dbc3-8b83-4372-85a6-338967a98be1 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org LLM-Prop: Predicting Physical And Electronic Properties Of Crystalline Solids From Their Text Descriptions
Reference 25
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Observation 0a7cfeb3-ba6b-439b-8121-9670afa11c46 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
Reference 26
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Observation e607027f-9b13-491b-92f2-4fc1431e3685 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025
Reference 27
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Observation 41e46a31-f065-4c98-a1de-5d2cd051ffd4 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 28
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Observation 21d3d52b-575a-4919-a27c-f64ba232e2bf · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539–68551, 2023
Reference 29
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Observation f9089aa9-b30d-4408-9820-074415a18503 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org John Wiley & Sons, 2005
Reference 30
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Observation 352fe5e0-eda4-41f3-993d-f8b67262ff31 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org AtomAgents: Alloy design and discovery through physics-aware multi-modal multi-agent artificial intelligence
Reference 31
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Observation 6c4e9fcb-9e51-4aea-a4c8-38bbae99283a · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Au- tonomous universal research assistant (aura): Agentic ai meets nanohub’s fair workflows and data
Reference 32
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Observation 2578bf27-a7dc-44f1-9e46-b7ec8a1f391d · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation
Reference 33
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Observation 79c528fc-6202-4b54-b797-5255d2c6faef · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Scitoolagent: a knowledge-graph-driven scientific agent for multitool integration.Nature Computational Science, pages 1–11, 2025
Reference 34
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Observation 8333ccb9-f193-47ba-acb5-1af6c7ef20d3 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Towards agentic science for advancing scientific discovery.Nature Machine Intelligence, pages 1–3, 2025
Reference 35
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Observation f6da1faf-82f8-4edf-9f26-a67d27117b27 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Pricing4apis: A rigorous model for restful api pricings.Computer Standards & Interfaces, 91:103878, 2025
Reference 36
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Observation 3fab6e6f-caed-43b1-b6a5-4cdef4073aa2 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Cost transparency of enterprise ai adoption
Reference 37
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Observation 4bdb44d7-b1f3-4b95-a2b0-9815edcec709 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org ” O’Reilly Media, Inc.”, 2011
Reference 38
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Observation 26b6d436-649f-4eb6-b973-ab0ee3fdc200 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org The joint automated repository for various integrated simulations (jarvis) for data-driven materials design
Reference 39
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Observation 079a843c-7dc0-434c-8048-37c9865e411c · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Recent progress in the jarvis infrastructure for next-generation data-driven materials design.Applied Physics Reviews, 10(4), 2023
Reference 40
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Observation 36f55a55-8330-4201-b558-0867f11c345f · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org The JARVIS Infrastructure is All You Need for Materials Design
Reference 41
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Observation 06acba17-02bd-4ecd-8f5b-beb1f408ff7e · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Atomistic line graph neural network for improved materials property predictions.npj Computational Materials, 7(1):185, 2021
Reference 42
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Observation 494a5562-7a1e-4fe3-becc-01940a73a755 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unified graph neural network force-field for the periodic table: solid state applications
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Observation 3cdd4205-575f-47d6-88b5-7292b9143958 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unresolved cited work
Reference 44
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Observation 51f07ce8-2b5e-47ab-bfae-914e6dc196d7 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org openai-agents-python: A lightweight, powerful framework for multi-agent workflows
Reference 45
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Observation e5fe3c01-7b47-4ac5-b499-3b0e23193f2a · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Agentic AI for Science (AAI4Science) Hackathon 2025.https://github.com/ atomgptlab/aai4science, 2025
Reference 46
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Observation f1b76e07-71ab-474a-abf8-f6b427877faf · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org A survey on large language model based autonomous agents
Reference 47
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Observation 97029f17-d1b9-4371-880c-033ec9a11b2d · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Agentic ai: Autonomous intelligence for complex goals–a comprehensive survey.IEEe Access, 2025
Reference 48
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Observation ec40c203-eb69-49ba-b655-57c1775dffb0 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Commentary: The materials project: A materials genome approach to accelerating materials innovation.APL materials, 1(1), 2013
Reference 49
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Observation 694615c8-d0ff-42a3-b922-2aa8c1098fea · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Aflow: An automatic framework for high-throughput materials discovery.Computational Materials Science, 58:218–226, 2012
Reference 50
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Observation f643c726-d56f-484b-90ee-48498c67341d · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org The open quantum materials database (oqmd): assessing the accuracy of dft formation energies.npj Computational Materials, 1(1):1–15, 2015
Reference 51
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Observation c4c44736-31d0-4c64-a415-ca47e2a9637d · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Optimade, an api for exchanging materials data.Scientific data, 8(1):217, 2021
Reference 52
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Observation 6d88158d-e16c-4d45-8d9e-cc0d5f6c2c1e · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Protein database searches for multiple alignments.Pro- ceedings of the National Academy of Sciences, 87(14):5509–5513, 1990
Reference 53
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Observation 7f77e353-cddf-4557-984b-9c8f331e6b33 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Alphafold protein structure database: massively expanding the structural coverage of protein-sequence space with high-accuracy models.Nucleic acids research, 50(D1):D439–D444, 2022
Reference 54
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Observation 8c716709-237f-432a-a578-7cb6831afe29 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Chips-ff: Evaluating universal machine learning force fields for material properties.ACS Materials Letters, 7(6):2105–2114, 2025
Reference 55
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Observation cc882606-e313-4328-af2f-4571994ceaff · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Evolutionary-scale prediction of atomic-level protein structure with a language model.Science, 379(6637):1123–1130, 2023
Reference 56
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Observation cb0e683c-4acc-400c-a1f6-3850ed9807a3 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 57
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Observation 60bf38a9-e3b3-4f8c-a7fe-fffd0e6c3490 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org DeepSeek-V3 Technical Report
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Observation 32be7f36-ed35-45bc-930b-c9e4809c84ca · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Qwen Technical Report
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Observation 2626eb19-ffef-40a8-b51b-f4b4aa7f01ac · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Gemma: Open Models Based on Gemini Research and Technology
Reference 60
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Observation 7420bf05-d9d8-4cdc-b062-a7fee0a143f1 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Kimi k1.5: Scaling Reinforcement Learning with LLMs
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Observation d1a85bf3-ea75-4242-974e-f23c1e3060f9 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org GPT-OSS-20B: An open-source 20-billion-parameter large language model, 2024
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Observation 0d743bf3-bebd-4b37-bda8-891196eb9231 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Phi-4 Technical Report
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Observation a3a3cb90-189d-4a9e-8de2-6c6392df30f9 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Temperature and compositional dependence of the energy band gap of algan alloys.Applied Physics Letters, 87(24), 2005
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AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Jarvis-leaderboard: a large scale benchmark of materials design methods.npj Computational Materials, 10(1):93, 2024
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AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org WTU-EVAL: A Whether-or-Not Tool Usage Evaluation Benchmark for Large Language Models
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Observation 0a41662b-540b-476d-9ee9-3bfb6ad53693 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
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Observation 284cd21e-84cf-4c84-a033-8afe98f622cf · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Advancing tool-augmented large language models via meta-verification and reflection learning
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Observation 4333d217-ff60-41a4-8fb8-7b6d0c09ce17 · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Ollama: Local large language model runtime, 2023
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AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Whats the capital of US?
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Observation ea6dd617-f2c0-4847-8c6f-21d71585df3c · outbound
AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org γ‑Al₂O₃ is the most widely used form for catalysis because of its high surface area (~200 m² g⁻¹)
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Observation e35c5b35-4160-4519-89ea-6d0d9dad325a · outbound
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Observation f62ed777-0978-423d-a763-f1fe8e75e6cd · outbound
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AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org Unresolved cited work
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