| Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching | Sep 2, 2024 | Active Learningscientific discovery | CodeCode Available | 0 |
| Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation | Aug 30, 2024 | Decision Makingscientific discovery | —Unverified | 0 |
| SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding | Aug 28, 2024 | Instruction Followingscientific discovery | CodeCode Available | 2 |
| Can Transformers Do Enumerative Geometry? | Aug 27, 2024 | Activation Function SynthesisCausal Inference | CodeCode Available | 0 |
| Artificial intelligence for science: The easy and hard problems | Aug 24, 2024 | scientific discovery | —Unverified | 0 |
| Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey | Aug 22, 2024 | scientific discoverySymbolic Regression | CodeCode Available | 3 |
| BLADE: Benchmarking Language Model Agents for Data-Driven Science | Aug 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 |
| KAN 2.0: Kolmogorov-Arnold Networks Meet Science | Aug 19, 2024 | Kolmogorov-Arnold Networksscientific discovery | CodeCode Available | 11 |
| The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery | Aug 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 11 |
| Automated Explanation Selection for Scientific Discovery | Jul 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Self-driving lab discovers principles for steering spontaneous emission | Jul 22, 2024 | Active Learningscientific discovery | —Unverified | 0 |
| Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction | Jul 18, 2024 | Computational EfficiencyReinforcement Learning (RL) | —Unverified | 0 |
| Discovery of novel antimicrobial peptides with notable antibacterial potency by a LLM-based foundation model | Jul 17, 2024 | Knowledge Distillationscientific discovery | —Unverified | 0 |
| LAB-Bench: Measuring Capabilities of Language Models for Biology Research | Jul 14, 2024 | Language ModellingMultiple-choice | —Unverified | 0 |
| Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation | Jul 12, 2024 | Few-Shot Learningscientific discovery | CodeCode Available | 1 |
| Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures? | Jul 12, 2024 | Logical ReasoningMultiple-choice | CodeCode Available | 0 |
| Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX | Jul 12, 2024 | scientific discovery | —Unverified | 0 |
| NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries | Jul 3, 2024 | Drug Discoveryscientific discovery | CodeCode Available | 0 |
| μ-Bench: A Vision-Language Benchmark for Microscopy Understanding | Jul 1, 2024 | Cell DetectionClassification | CodeCode Available | 0 |
| Diffusion-BBO: Diffusion-Based Inverse Modeling for Online Black-Box Optimization | Jun 30, 2024 | Gaussian Processesscientific discovery | —Unverified | 0 |
| Reliable edge machine learning hardware for scientific applications | Jun 27, 2024 | Quantizationscientific discovery | —Unverified | 0 |
| A Review of Large Language Models and Autonomous Agents in Chemistry | Jun 26, 2024 | Property Predictionscientific discovery | CodeCode Available | 3 |
| An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery | Jun 26, 2024 | scientific discovery | CodeCode Available | 0 |
| The Use of AI-Robotic Systems for Scientific Discovery | Jun 25, 2024 | Active LearningPhilosophy | —Unverified | 0 |
| Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars | Jun 24, 2024 | Medical Image Analysisscientific discovery | —Unverified | 0 |
