| IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery | Apr 23, 2025 | scientific discovery | CodeCode Available | 1 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 |
| InductionBench: LLMs Fail in the Simplest Complexity Class | Feb 20, 2025 | scientific discovery | CodeCode Available | 1 |
| Going From Molecules to Genomic Variations to Scientific Discovery: Intelligent Algorithms and Architectures for Intelligent Genome Analysis | May 16, 2022 | scientific discovery | CodeCode Available | 1 |
| A Transformer Model for Symbolic Regression towards Scientific Discovery | Dec 7, 2023 | regressionscientific discovery | CodeCode Available | 1 |
| GraphGPT: Graph Learning with Generative Pre-trained Transformers | Dec 31, 2023 | DecoderGraph Learning | CodeCode Available | 1 |
| Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation | Mar 5, 2021 | Bayesian Optimizationregression | CodeCode Available | 1 |
| Geometric Representation Condition Improves Equivariant Molecule Generation | Oct 4, 2024 | Drug Designscientific discovery | CodeCode Available | 1 |
| Explaining Patterns in Data with Language Models via Interpretable Autoprompting | Oct 4, 2022 | Explanation GenerationNatural Language Understanding | CodeCode Available | 1 |
| Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation | Jul 12, 2024 | Few-Shot Learningscientific discovery | CodeCode Available | 1 |
| Large Language Models for Scientific Synthesis, Inference and Explanation | Oct 12, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Deep Denoising For Scientific Discovery: A Case Study In Electron Microscopy | Oct 24, 2020 | Denoisingscientific discovery | CodeCode Available | 1 |
| Deep Generative Symbolic Regression | Dec 30, 2023 | FormHeuristic Search | CodeCode Available | 1 |
| Constructing Custom Thermodynamics Using Deep Learning | Aug 8, 2023 | Deep LearningPhysical Intuition | CodeCode Available | 1 |
| AIGS: Generating Science from AI-Powered Automated Falsification | Nov 17, 2024 | scientific discovery | CodeCode Available | 1 |
| Evolving Scientific Discovery by Unifying Data and Background Knowledge with AI Hilbert | Aug 18, 2023 | Equation DiscoveryLogical Reasoning | CodeCode Available | 1 |
| MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research | Mar 17, 2025 | ArticlesBenchmarking | CodeCode Available | 1 |
| Data-driven discovery of Green's functions with human-understandable deep learning | May 1, 2021 | scientific discovery | CodeCode Available | 1 |
| Bayesian optimization with known experimental and design constraints for chemistry applications | Mar 29, 2022 | Bayesian Optimizationscientific discovery | CodeCode Available | 1 |
| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Can Language Models Falsify? Evaluating Algorithmic Reasoning with Counterexample Creation | Feb 26, 2025 | Ingenuityscientific discovery | CodeCode Available | 1 |
| HSG-12M: A Large-Scale Spatial Multigraph Dataset | Jun 10, 2025 | Graph Learningscientific discovery | CodeCode Available | 1 |
| Applications of Gaussian Processes at Extreme Lengthscales: From Molecules to Black Holes | Mar 24, 2023 | Bayesian OptimisationGaussian Processes | CodeCode Available | 1 |
| ClimateChat: Designing Data and Methods for Instruction Tuning LLMs to Answer Climate Change Queries | Jun 12, 2025 | scientific discovery | CodeCode Available | 1 |
| Neural Symbolic Regression that Scales | Jun 11, 2021 | regressionscientific discovery | CodeCode Available | 1 |
