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| 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 |
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| 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 |
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| 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 |
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| 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 |
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| LLM4AD: A Platform for Algorithm Design with Large Language Model | Dec 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Unsupervised Discovery of Formulas for Mathematical Constants | Dec 22, 2024 | Continued fractionscientific discovery | CodeCode Available | 0 |
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| Post-hoc Interpretability Illumination for Scientific Interaction Discovery | Dec 20, 2024 | Decision Makingscientific discovery | —Unverified | 0 |
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| Learning to Generate Research Idea with Dynamic Control | Dec 19, 2024 | Reinforcement Learning (RL)scientific discovery | —Unverified | 0 |
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| AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery | Dec 16, 2024 | Active Learningscientific discovery | —Unverified | 0 |
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| Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science | Nov 27, 2024 | Link Predictionscientific discovery | CodeCode Available | 0 |
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| Artificial Scientific Discovery | Nov 18, 2024 | scientific discovery | —Unverified | 0 |
| AIGS: Generating Science from AI-Powered Automated Falsification | Nov 17, 2024 | scientific discovery | CodeCode Available | 1 |
| Toward a Cohesive AI and Simulation Software Ecosystem for Scientific Innovation | Nov 14, 2024 | Managementscientific discovery | —Unverified | 0 |
| CriticAL: Critic Automation with Language Models | Nov 10, 2024 | Large Language Modelscientific discovery | —Unverified | 0 |
| Validation of an LLM-based Multi-Agent Framework for Protein Engineering in Dry Lab and Wet Lab | Nov 9, 2024 | Protein DesignProtein Folding | —Unverified | 0 |
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| Automating Exploratory Proteomics Research via Language Models | Nov 6, 2024 | scientific discovery | —Unverified | 0 |
| IdeaBench: Benchmarking Large Language Models for Research Idea Generation | Oct 31, 2024 | Benchmarkingscientific discovery | CodeCode Available | 0 |