{"total":17,"rows":[{"id":"2509.26603","title":"DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively","created":"2025-09-30","cited_by_count":63,"area":null},{"id":"2509.01398","title":"The Need for Verification in AI-Driven Scientific Discovery","created":"2025-09-01","cited_by_count":7,"area":null},{"id":"2511.08860","title":"When is a System Discoverable from Data? Discovery Requires Chaos","created":"2025-11-12","cited_by_count":6,"area":null},{"id":"2504.01538","title":"AI-Newton: A Concept-Driven Physical Law Discovery System without Prior Physical Knowledge","created":"2025-04-02","cited_by_count":5,"area":null},{"id":"2412.16787","title":"Symplectic Neural Flows for Modeling and Discovery","created":"2024-12-21","cited_by_count":4,"area":null},{"id":"2502.15496","title":"Verification and Validation for Trustworthy Scientific Machine Learning","created":"2025-02-21","cited_by_count":4,"area":null},{"id":"2405.04161","title":"Decoding complexity: how machine learning is redefining scientific discovery","created":"2024-05-07","cited_by_count":3,"area":null},{"id":"2606.09638","title":"Data-driven discovery of governing differential equations across physical systems","created":"2026-06-08","cited_by_count":3,"area":null},{"id":"2510.11595","title":"Reproducibility: The New Frontier in AI Governance","created":"2025-10-13","cited_by_count":2,"area":null},{"id":"2511.05849","title":"EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph","created":"2025-11-08","cited_by_count":2,"area":null},{"id":"2412.12161","title":"Discover physical concepts and equations with machine learning","created":"2024-12-11","cited_by_count":1,"area":null},{"id":"2505.23383","title":"Automated Modeling Method for Pathloss Model Discovery","created":"2025-05-29","cited_by_count":1,"area":null},{"id":"2607.27794","title":"Can AI Follow In Einstein's Footsteps?","created":"2026-07-30","cited_by_count":1,"area":null},{"id":"2509.23004","title":"Bridging the Gap Between Scientific Laws Derived by AI Systems and Canonical Knowledge via Abductive Inference with AI-Noether","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2606.09276","title":"ERBench: A Benchmark and Testsuite for Equation Discovery Algorithms","created":"2026-06-08","cited_by_count":0,"area":null},{"id":"2608.16876","title":"AutoSR: Automatic Symbolic Regression by Searching Research States","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2608.22112","title":"Symbolic Neural ODEs: Learning interpretable models from time-series data","created":"2026-08-22","cited_by_count":0,"area":null}],"next_cursor":null}