| Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving | May 5, 2024 | Meta-Learningscientific discovery | —Unverified | 0 |
| Why Tabular Foundation Models Should Be a Research Priority | May 2, 2024 | scientific discovery | —Unverified | 0 |
| Generative Active Learning for the Search of Small-molecule Protein Binders | May 2, 2024 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| LLM-SR: Scientific Equation Discovery via Programming with Large Language Models | Apr 29, 2024 | Equation DiscoveryInterpretable Machine Learning | CodeCode Available | 1 |
| Autonomous LLM-driven research from data to human-verifiable research papers | Apr 24, 2024 | scientific discovery | CodeCode Available | 4 |
| Integrating Chemistry Knowledge in Large Language Models via Prompt Engineering | Apr 22, 2024 | HallucinationPrompt Engineering | CodeCode Available | 0 |
| Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form Equations | Apr 15, 2024 | Additive modelsForm | CodeCode Available | 0 |
| Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning | Mar 18, 2024 | Graph SamplingKnowledge Graphs | CodeCode Available | 3 |
| Conditional computation in neural networks: principles and research trends | Mar 12, 2024 | Mixture-of-Expertsscientific discovery | —Unverified | 0 |
| Pruning neural network models for gene regulatory dynamics using data and domain knowledge | Mar 5, 2024 | General KnowledgeNetwork Pruning | CodeCode Available | 0 |
| Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling | Mar 2, 2024 | Computational EfficiencyNovel Class Discovery | —Unverified | 0 |
| Data-driven Discovery with Large Generative Models | Feb 21, 2024 | scientific discovery | —Unverified | 0 |
| Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics | Feb 20, 2024 | scientific discovery | CodeCode Available | 0 |
| Quantitative causality, causality-guided scientific discovery, and causal machine learning | Feb 20, 2024 | scientific discovery | —Unverified | 0 |
| Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data | Feb 15, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Fidelity Methods for Optimization: A Survey | Feb 15, 2024 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Retrieve to Explain: Evidence-driven Predictions with Language Models | Feb 6, 2024 | AttributeLanguage Modelling | CodeCode Available | 0 |
| Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision | Feb 5, 2024 | scientific discovery | —Unverified | 0 |
| Institutional Platform for Secure Self-Service Large Language Model Exploration | Feb 1, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Diverse Explanations From Data-Driven and Domain-Driven Perspectives in the Physical Sciences | Feb 1, 2024 | DiversityExplainable artificial intelligence | CodeCode Available | 0 |
| Scientific Large Language Models: A Survey on Biological & Chemical Domains | Jan 26, 2024 | scientific discoverySurvey | CodeCode Available | 3 |
| Interactive Mars Image Content-Based Search with Interpretable Machine Learning | Jan 19, 2024 | DiversityInterpretable Machine Learning | —Unverified | 0 |
| PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge | Jan 19, 2024 | ArticlesNavigate | —Unverified | 0 |
| SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models | Jan 15, 2024 | MathMathematical Reasoning | CodeCode Available | 2 |
| Closed-Form Interpretation of Neural Network Classifiers with Symbolic Gradients | Jan 10, 2024 | Formregression | CodeCode Available | 0 |