| Probing the limitations of multimodal language models for chemistry and materials research | Nov 25, 2024 | Experimental DesignSpatial Reasoning | CodeCode Available | 2 |
| Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System | Oct 12, 2024 | Experimental Designscientific discovery | CodeCode Available | 2 |
| OpenBox: A Python Toolkit for Generalized Black-box Optimization | Apr 26, 2023 | Experimental Design | CodeCode Available | 2 |
| hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices | Mar 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 2 |
| BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization | Oct 14, 2019 | Bayesian OptimisationBayesian Optimization | CodeCode Available | 2 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 |
| Gemstones: A Model Suite for Multi-Faceted Scaling Laws | Feb 7, 2025 | Experimental DesignLanguage Modeling | CodeCode Available | 1 |
| Active Task Disambiguation with LLMs | Feb 6, 2025 | Experimental DesignQuestion Selection | CodeCode Available | 1 |
| Autonomous Microscopy Experiments through Large Language Model Agents | Dec 18, 2024 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Confident Teacher, Confident Student? A Novel User Study Design for Investigating the Didactic Potential of Explanations and their Impact on Uncertainty | Sep 10, 2024 | Experimental DesignExplainable artificial intelligence | CodeCode Available | 1 |
