| Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions | May 6, 2025 | Causal InferenceDomain Adaptation | —Unverified | 0 |
| 34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery | May 5, 2025 | Large Language ModelMolecular Property Prediction | —Unverified | 0 |
| A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law | May 5, 2025 | MathMedical Diagnosis | —Unverified | 0 |
| IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery | Apr 23, 2025 | scientific discovery | CodeCode Available | 1 |
| AI Idea Bench 2025: AI Research Idea Generation Benchmark | Apr 19, 2025 | Benchmarkingscientific discovery | —Unverified | 0 |
| Ascribe New Dimensions to Scientific Data Visualization with VR | Apr 18, 2025 | Data Visualizationscientific discovery | —Unverified | 0 |
| Deep literature reviews: an application of fine-tuned language models to migration research | Apr 17, 2025 | Articlesscientific discovery | —Unverified | 0 |
| Causal-Copilot: An Autonomous Causal Analysis Agent | Apr 17, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis Generation | Apr 15, 2025 | Benchmarkingscientific discovery | CodeCode Available | 2 |
| MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges? | Apr 13, 2025 | Large Language Modelscientific discovery | —Unverified | 0 |