AI for Science

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  1. From Overload to Insights: How AI Agents Can Support Scientists in Analyzing Complex Data

    Jul 18, 2026Tim Fuchs, Luca Gelisio, Steffen Hauf +1AI for ScienceAI-Assisted Scientific Research

  2. Monkey King Bang: A Unified Scientific Multimodal Foundation Model

    Jul 17, 2026Hesen Chen, Xinyu Su, Xiaomeng Yang +11AI for ScienceUnified Multimodal Models

  3. CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration

    Jul 17, 2026Jiayao Gu, Kexin Chu, Peidong Liu +5AI for ScienceAI-Assisted Scientific Research

  4. BrainPilot: Automating Brain Discovery with Agentic Research

    Jul 16, 2026Haoxuan Li, Tianci Gao, Jianhe Li +13AI for ScienceLLM Agent Orchestration

  5. Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science

    Jul 14, 2026Sutanay Choudhury, Jeffrey J. Czajka, Lummy M. O. Monteiro +15AI for ScienceMulti-Agent Communication

  6. From Observation to Insight: Mechanistic World Models and the Quest for Autonomous Discovery

    Jul 14, 2026Ingmar Posner, Anson Lei, Bernhard SchölkopfAI for ScienceWorld Models

  7. Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists

    Jul 13, 2026Chuhan Shi, Xiaoquan Ren, Sicheng Song +3AI for ScienceLLM Evaluation

  8. Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough

    Jul 10, 2026Gaia Grosso, Vinicius Mikuni, Lukas HeinrichAI for ScienceHuman Oversight of AI

  9. Compressing the Validation Bottleneck: An Agentic Self-Driving Lab for Scientific Discovery

    Jul 5, 2026Kyunghoon Hur, Chihun LeeAI for ScienceMultifidelity Modeling

  10. Statistically Meaningful Geometry and Gauge Symmetry Breaking: A Geometric Foundation for Scientific Discovery and Intelligence Emergence

    Jul 3, 2026Bing Cheng, Yi-Shuai Niu, Howell Tong +1AI for ScienceCausal Discovery

  11. MatPhaseBench: A Semantics-Guided Benchmark for Materials Phase Diagrams Understanding

    Jul 3, 2026Hanwen Wang, Sihan Liang, Zhiwei Liu +4VLM EvaluationAI for Science

  12. PHREEQC-MCQ-200: A Diagnostic Benchmark for Tool-Augmented Scientific Simulator Agents

    Jul 1, 2026Ke Zhang, Sahchit Chundur, Mohammad Javad Qomi +1Computer-Use Agent BenchmarksAI for Science

  13. Scaling Storm-Resolving Atmospheric AI Simulation to the Entire Planet

    Jun 30, 2026Zeyuan Hu, Akshay Subramaniam, Noel Keen +9AI for ScienceTransformer

  14. DDIAgents: Mechanism-Conditioned Context Flow for Drug-Drug Interaction Prediction

    Jun 30, 2026Zhenqian Shen, Yu Liu, Xiaoyi Fu +1Multi-Agent LLM SystemsAI for Science

  15. SciIR: A Large-scale Training Dataset and Benchmark for Scientific Image Reasoning Generation

    Jun 29, 2026Zhiyuan Ma, Zhengfeng Shi, Yuning An +6AI for ScienceImage Generation

  16. Building AI-Ready Data Systems for Space Life Sciences, Aerospace Medicine, and Deep Space Exploration

    Jun 27, 2026Sylvain V. Costes, Sergio Garcia Busto, Ryan T. Scott +15AI for ScienceAI Governance

  17. A Multi-Level Validation and Traceability Framework for AI-Generated Telescope Scheduling Decisions

    Jun 25, 2026Hengchu Xiao, Chuanjun WangAI for ScienceExplainable Artificial Intelligence

  18. Accelerating Returns and the Qualitative Engine for Science

    Jun 24, 2026Guojun LiaoAI for ScienceScientific Reasoning

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

    Jun 23, 2026Yuru Wang, Lejun Cheng, Yuxin Zuo +14AI for ScienceCoding Agents

  20. BioInsight: Multi-Agent Orchestration for Interactive Biomedical Knowledge Discovery

    Jun 19, 2026Jieyi Wang, Bingxuan Li, Nanyi Jiang +9AI for ScienceMulti-Agent Orchestration

  21. SciLens: Multi-modal Scientific Claim Verification with Agentic Entailment and Grounding

    Jun 18, 2026Yueming Wang, Tianshi Zheng, Jiaxin Bai +3Multimodal GroundingAI for Science

  22. Measuring Biological Capabilities and Risks of AI Agents

    Jun 18, 2026Patricia Paskov, Jeffrey Lee, Kyle Brady +1AI for ScienceAI Agent Evaluation

  23. SciRisk-Bench: A Risk-Dimension-Aware Benchmark for AI4Science Safety

    Jun 17, 2026Linghao Feng, Yinqian Sun, Dongqi Liang +8LLM Safety BenchmarksAI for Science

  24. Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences

    Jun 15, 2026Mingyang Li, Yurou Liu, Jieping Ye +3AI for ScienceGenerative Modeling

  25. SciText2Eq: Assessing LLMs for Explainable Equation Generation for Scientific Creativity

    Jun 14, 2026Yifan Mo, Xiao Fu, Yue Su +4AI for ScienceLLM Evaluation

  26. Agents-K1: Towards Agent-native Knowledge Orchestration

    Jun 11, 2026Zongsheng Cao, Bihao Zhan, Jinxin Shi +23KG ConstructionAI for Science

  27. LabVLA: Grounding Vision-Language-Action Models in Scientific Laboratories

    Jun 11, 2026Baochang Ren, Xinjie Liu, Xi Chen +15AI for ScienceRobot Skill Learning

  28. A Three-Layer Framework for AI in Scientific Discovery

    Jun 11, 2026Guojun LiaoAI for ScienceScientific Reasoning