| K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction | Feb 18, 2025 | Drug DiscoveryKnowledge Graphs | CodeCode Available | 1 |
| Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks | Feb 18, 2025 | graph constructionLarge Language Model | CodeCode Available | 3 |
| Solving Online Resource-Constrained Scheduling for Follow-Up Observation in Astronomy: a Reinforcement Learning Approach | Feb 16, 2025 | AstronomyDeep Reinforcement Learning | —Unverified | 0 |
| DiffMS: Diffusion Generation of Molecules Conditioned on Mass Spectra | Feb 13, 2025 | DecoderDe novo molecule generation from MS/MS spectrum (bonus chemical formulae) | CodeCode Available | 2 |
| LucidAtlas: Learning Uncertainty-Aware, Covariate-Disentangled, Individualized Atlas Representations | Feb 12, 2025 | Additive modelsscientific discovery | —Unverified | 0 |
| NatureLM: Deciphering the Language of Nature for Scientific Discovery | Feb 11, 2025 | Drug DiscoveryRetrosynthesis | —Unverified | 0 |
| Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science | Feb 10, 2025 | scientific discovery | CodeCode Available | 0 |
| Towards Foundational Models for Dynamical System Reconstruction: Hierarchical Meta-Learning via Mixture of Experts | Feb 7, 2025 | Meta-LearningMixture-of-Experts | —Unverified | 0 |
| Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation | Feb 7, 2025 | scientific discoverySurvey | CodeCode Available | 1 |
| Safety is Essential for Responsible Open-Ended Systems | Feb 6, 2025 | Positionscientific discovery | —Unverified | 0 |
| PalimpChat: Declarative and Interactive AI analytics | Feb 5, 2025 | scientific discovery | —Unverified | 0 |
| Safety at Scale: A Comprehensive Survey of Large Model Safety | Feb 2, 2025 | Autonomous DrivingData Poisoning | CodeCode Available | 3 |
| Gravity-Bench-v1: A Benchmark on Gravitational Physics Discovery for Agents | Jan 30, 2025 | scientific discovery | —Unverified | 0 |
| Generative AI Uses and Risks for Knowledge Workers in a Science Organization | Jan 27, 2025 | scientific discovery | —Unverified | 0 |
| OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery | Jan 26, 2025 | Representation Learningscientific discovery | CodeCode Available | 0 |
| Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis | Jan 26, 2025 | ArticlesHallucination | —Unverified | 0 |
| Applications and Challenges of AI and Microscopy in Life Science Research: A Review | Jan 22, 2025 | scientific discovery | —Unverified | 0 |
| Solving Sparse Finite Element Problems on Neuromorphic Hardware | Jan 17, 2025 | scientific discovery | —Unverified | 0 |
| In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR | Jan 14, 2025 | Knowledge GraphsLanguage Modeling | CodeCode Available | 3 |
| Agent Laboratory: Using LLM Agents as Research Assistants | Jan 8, 2025 | scientific discovery | CodeCode Available | 9 |
| BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery | Jan 2, 2025 | BenchmarkingExperimental Design | CodeCode Available | 0 |
| Low-Rank Adaptation for Foundation Models: A Comprehensive Review | Dec 31, 2024 | scientific discoverySurvey | —Unverified | 0 |
| DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents | Dec 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| From Generalist to Specialist: A Survey of Large Language Models for Chemistry | Dec 28, 2024 | scientific discoverySurvey | CodeCode Available | 2 |
| GeneSUM: Large Language Model-based Gene Summary Extraction | Dec 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
