| Physics-Guided Foundation Model for Scientific Discovery: An Application to Aquatic Science | Feb 10, 2025 | scientific discovery | CodeCode Available | 0 |
| BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery | Jan 2, 2025 | BenchmarkingExperimental Design | CodeCode Available | 0 |
| Physics-guided Neural Networks (PGNN): An Application in Lake Temperature Modeling | Oct 31, 2017 | scientific discovery | CodeCode Available | 0 |
| Scientific Discovery by Generating Counterfactuals using Image Translation | Jul 10, 2020 | scientific discoveryTranslation | CodeCode Available | 0 |
| Synthesizing Interpretable Control Policies through Large Language Model Guided Search | Oct 7, 2024 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 0 |
| Dyport: Dynamic Importance-based Hypothesis Generation Benchmarking Technique | Dec 6, 2023 | BenchmarkingKnowledge Graphs | CodeCode Available | 0 |
| PlasmoFAB: A Benchmark to Foster Machine Learning for Plasmodium falciparum Protein Antigen Candidate Prediction | Jan 16, 2023 | scientific discovery | CodeCode Available | 0 |
| Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network models | May 10, 2024 | Active LearningExperimental Design | CodeCode Available | 0 |
| Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement Learning | Apr 25, 2022 | reinforcement-learningReinforcement Learning (RL) | CodeCode Available | 0 |
| Deep learning models for predicting RNA degradation via dual crowdsourcing | Oct 14, 2021 | Data AugmentationDeep Learning | CodeCode Available | 0 |