{"total":14,"rows":[{"id":"2503.08979","title":"Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions","created":"2025-03-12","cited_by_count":77,"area":"agents"},{"id":"2508.14111","title":"From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery","created":"2025-08-18","cited_by_count":77,"area":"agents"},{"id":"2506.19676","title":"A Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures","created":"2025-06-24","cited_by_count":57,"area":"agents"},{"id":"2505.15047","title":"PiFlow: Principle-Aware Scientific Discovery with Multi-Agent Collaboration","created":"2025-05-21","cited_by_count":28,"area":"agents"},{"id":"2510.09901","title":"Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics","created":"2025-10-10","cited_by_count":11,"area":"agents"},{"id":"2603.03372","title":"TritonDFT: Automating DFT with a Multi-Agent Framework","created":"2026-03-02","cited_by_count":5,"area":"agents"},{"id":"2511.08866","title":"BioVerge: A Comprehensive Benchmark and Study of Self-Evaluating Agents for Biomedical Hypothesis Generation","created":"2025-11-12","cited_by_count":4,"area":"agents"},{"id":"2604.25135","title":"FAMA: Failure-Aware Meta-Agentic Framework for Open-Source LLMs in Interactive Tool Use Environments","created":"2026-04-28","cited_by_count":4,"area":"agents"},{"id":"2602.00169","title":"Towards Agentic Intelligence for Materials Science","created":"2026-01-29","cited_by_count":3,"area":"agents"},{"id":"2508.01746","title":"Bayes-Entropy Collaborative Driven Agents for Research Hypotheses Generation and Optimization","created":"2025-08-03","cited_by_count":2,"area":"agents"},{"id":"2604.06170","title":"Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework","created":"2026-04-07","cited_by_count":2,"area":"agents"},{"id":"2509.21593","title":"GeoEvolve: Automating Geospatial Model Discovery via Multi-Agent Large Language Models","created":"2025-09-25","cited_by_count":1,"area":"agents"},{"id":"2510.03771","title":"OptAgent: Optimizing Query Rewriting for E-commerce via Multi-Agent Simulation","created":"2025-10-04","cited_by_count":0,"area":"agents"},{"id":"2604.13180","title":"SciFi: A Safe, Lightweight, User-Friendly, and Fully Autonomous Agentic AI Workflow for Scientific Applications","created":"2026-04-14","cited_by_count":0,"area":"agents"}],"next_cursor":null}