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| Synthesizing Interpretable Control Policies through Large Language Model Guided Search | Oct 7, 2024 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| Reasoning with Natural Language Explanations | Oct 5, 2024 | Natural Language Inferencescientific discovery | —Unverified | 0 |
| SciDFM: A Large Language Model with Mixture-of-Experts for Science | Sep 27, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explainable AI needs formal notions of explanation correctness | Sep 22, 2024 | AttributeExplainable artificial intelligence | —Unverified | 0 |
| PersonaFlow: Boosting Research Ideation with LLM-Simulated Expert Personas | Sep 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Smirk: An Atomically Complete Tokenizer for Molecular Foundation Models | Sep 19, 2024 | DiversityMolecular Property Prediction | —Unverified | 0 |
| SANE: Strategic Autonomous Non-Smooth Exploration for Multiple Optima Discovery in Multi-modal and Non-differentiable Black-box Functions | Sep 18, 2024 | Active LearningBayesian Optimization | —Unverified | 0 |
| Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising | Sep 8, 2024 | DenoisingDomain Adaptation | —Unverified | 0 |
| Hypothesizing Missing Causal Variables with LLMs | Sep 4, 2024 | Experimental DesignNavigate | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| 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 |