AI Agents for Scientific Discovery

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  1. MECA: A Mechanism-Centered Agent for Constructing Well-Specified and Valuable Mathematical Conjectures

    Jul 30, 2026Wentao Long, Yunfei Zhang, Chenyi Li +1AI Agents for Scientific DiscoveryMathematical Reasoning

  2. LabEvolver: Training-Free Experience Evolution for Safe and Grounded Wet-Lab Agents

    Jul 30, 2026Jingya Wang, Yuyang Gao, Liuzhenghao Lv +2Agent MemoryAI Agents for Scientific Discovery

  3. Evaluating Agentic Bioinformatics through Function, Evidence, and Validation

    Jul 30, 2026Phuc Pham, Truong-Son HyAI Agents for Scientific DiscoveryData Provenance

  4. OmniQEC: discovering practical quantum error-correcting codes by an AI scientist

    Jul 28, 2026Ge Yan, Shanchuan Li, Pengyue Ma +5AI Agents for Scientific DiscoveryQuantum Error Correction

  5. Agentic AI-enabled discovery across large-scale sleep physiology

    Jul 28, 2026Rahul Thapa, Umaer Hanif, Robin Guillard +10AI Agents for Scientific DiscoveryHuman-AI Collaboration

  6. SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing

    Jul 26, 2026Shuyu Chen, Chen Zhu, Ye Zhang +3AI Agents for Scientific DiscoveryScientific Workflow Automation

  7. Harnessing agent memory to build lifelong AI partners for materials scientists

    Jul 25, 2026Siyu Liu, Bo Hu, Beilin Ye +3Agent MemoryAI Agents for Scientific Discovery

  8. Stress-testing large language model agents in a robotic chemistry laboratory

    Jul 25, 2026Lulu Guo, Yingkai Sun, Xiaobo Li +13AI Agent ReliabilityAI Agents for Scientific Discovery

  9. SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery

    Jul 17, 2026SciForge Team, Zhangyang Gao, Minghao Fang +10AI Agents for Scientific DiscoveryAI Agent Governance

  10. TopoAgent: A Self-Evolving Topological Agent for Multimodal Scientific Reasoning

    Jul 16, 2026Mingze Xu, Yinghui Li, Jiayi Kuang +5AI Agents for Scientific DiscoveryMultimodal Reasoning

  11. ReasFlow: Assisting Reasoning-Centric Scientific Discovery in Applied Mathematics via a Knowledge-Based Multi-Agent System

    Jul 15, 2026Yutong He, Daibo Li, Guohong Li +15Multi-Agent LLM SystemsAI Agents for Scientific Discovery

  12. Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System

    Jul 15, 2026David Krongauz, Arad Zulti, Eran Segal +1Dynamical SystemsAI Agents for Scientific Discovery

  13. An Agentic AI Scientific Community for Automated Neural Operator Discovery

    Jul 13, 2026Luis Loo, Ulisses Braga-NetoAI Agents for Scientific DiscoveryLLM Agent Orchestration

  14. Imaging-101: Benchmarking LLM Coding Agents on Scientific Computational Imaging

    Jul 12, 2026Siyi Chen, Jiahe Ying, Yixuan Jia +9AI Agents for Scientific DiscoveryComputational Imaging

  15. Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

    Jul 10, 2026Izumi Takahara, Teruyasu MizoguchiAI Agents for Scientific DiscoveryLLM Auditing

  16. A framework for single and multi-agent human-AI curiosity ecosystems

    Jul 7, 2026Ilya E. MonosovAI Agents for Scientific DiscoveryIntrinsic Motivation

  17. CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

    Jul 5, 2026Zhenhao Chen, Yongqiang Chen, Chenxi Liu +7AI Agents for Scientific DiscoveryAI Agent Benchmarks

  18. Rethinking Scientific Discovery in the Agentic Era

    Jul 4, 2026Yining Zheng, Yuxin Wang, Jiahao Lu +27AI Agents for Scientific DiscoveryMulti-Agent Collaboration

  19. The Agentic Garden of Forking Paths

    Jul 1, 2026Jiacheng Miao, Jonathan K Pritchard, James ZouAI Agents for Scientific DiscoveryScientific Reproducibility

  20. Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents

    Jun 30, 2026Keyu Zhao, Lingyan Kong, Fengli Xu +1Multi-Agent LLM SystemsAI Agents for Scientific Discovery

  21. AI-Assisted Discovery of Convex Relaxations via Dual Agents

    Jun 30, 2026Sungyoon Kim, Mert PilanciPrimal-Dual OptimizationAI Agents for Scientific Discovery

  22. Agentic evolution of physically constrained foundation models

    Jun 24, 2026Jiangwei Zhang, Wen Sun, Chong Wang +7Model CompressionLLM Quantization

  23. Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy

    Jun 23, 2026Youran Sun, Xingyu Ren, Chugang Yi +4AI Agents for Scientific DiscoveryHuman-in-the-Loop AI

  24. Causal Discovery in the Era of Agents

    Jun 22, 2026Yujia Zheng, Vishal Verma, Mantej Gill +3AI Agents for Scientific DiscoveryCausal Discovery

  25. AI Scientists as Engines of Discovery: A Case for Development within Reformed Institutions

    Jun 22, 2026Raul Jimenez, Boris Bolliet, Francisco Villaescusa-Navarro +7AI Agents for Scientific DiscoveryScientific Hypothesis Generation