| DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 0 |
| Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics | Feb 20, 2024 | scientific discovery | CodeCode Available | 0 |
| When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific Research | May 17, 2025 | Misconceptionsscientific discovery | CodeCode Available | 0 |
| Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4Science | Nov 27, 2024 | Link Predictionscientific discovery | CodeCode Available | 0 |
| Symbolic Regression via Control Variable Genetic Programming | May 25, 2023 | regressionscientific discovery | CodeCode Available | 0 |
| 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 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 |
| Transformation Importance with Applications to Cosmology | Mar 4, 2020 | parameter estimationscientific discovery | CodeCode Available | 0 |
| Closed-Form Interpretation of Neural Network Classifiers with Symbolic Gradients | Jan 10, 2024 | Formregression | CodeCode Available | 0 |
| Probabilistic Phase Labeling and Lattice Refinement for Autonomous Material Research | Aug 15, 2023 | scientific discoveryX-Ray Diffraction (XRD) | CodeCode Available | 0 |
| Dynamical Kinds and their Discovery | Dec 15, 2016 | scientific discovery | CodeCode Available | 0 |
| BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases | May 23, 2025 | Causal Inferencescientific discovery | CodeCode Available | 0 |
| Automatic Discovery and Description of Human Planning Strategies | Sep 29, 2021 | Imitation LearningIngenuity | CodeCode Available | 0 |
| ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant Supervision | Nov 1, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model Agents | Dec 30, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Secondary control activation analysed and predicted with explainable AI | Sep 10, 2021 | BIG-bench Machine Learningscientific discovery | CodeCode Available | 0 |
