| A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure | Jan 3, 2024 | scientific discovery | —Unverified | 0 |
| A Perspective on Symbolic Machine Learning in Physical Sciences | Feb 25, 2025 | scientific discovery | —Unverified | 0 |
| Applications and Challenges of AI and Microscopy in Life Science Research: A Review | Jan 22, 2025 | scientific discovery | —Unverified | 0 |
| Applications and Techniques for Fast Machine Learning in Science | Oct 25, 2021 | BIG-bench Machine Learningscientific discovery | —Unverified | 0 |
| A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support | Mar 29, 2025 | Answer GenerationArticles | —Unverified | 0 |
| Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies | Oct 7, 2022 | Managementscientific discovery | —Unverified | 0 |
| Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images | Jan 17, 2023 | Image Segmentationscientific discovery | —Unverified | 0 |
| Artificial intelligence for science: The easy and hard problems | Aug 24, 2024 | scientific discovery | —Unverified | 0 |
| Artificial Intelligence, Scientific Discovery, and Product Innovation | Dec 21, 2024 | scientific discovery | —Unverified | 0 |
| Artificial Scientific Discovery | Nov 18, 2024 | scientific discovery | —Unverified | 0 |
| Ascribe New Dimensions to Scientific Data Visualization with VR | Apr 18, 2025 | Data Visualizationscientific discovery | —Unverified | 0 |
| Assessing Exoplanet Habitability through Data-driven Approaches: A Comprehensive Literature Review | May 18, 2023 | Navigatescientific discovery | —Unverified | 0 |
| A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools | Jun 25, 2025 | Continual LearningDomain Generalization | —Unverified | 0 |
| A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law | May 5, 2025 | MathMedical Diagnosis | —Unverified | 0 |
| A Systematic Survey on Large Language Models for Algorithm Design | Oct 11, 2024 | Mathematical Reasoningscientific discovery | —Unverified | 0 |
| A Use of Even Activation Functions in Neural Networks | Nov 23, 2020 | scientific discovery | —Unverified | 0 |
| Auto-Bench: An Automated Benchmark for Scientific Discovery in LLMs | Feb 21, 2025 | scientific discoveryvalid | —Unverified | 0 |
| AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata | Jun 19, 2025 | scientific discovery | —Unverified | 0 |
| Automated Discovery of Operable Dynamics from Videos | Oct 14, 2024 | scientific discovery | —Unverified | 0 |
| Automated Explanation Selection for Scientific Discovery | Jul 24, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Automated Learning of Interpretable Models with Quantified Uncertainty | Apr 12, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems | May 3, 2023 | AstronomyAutonomous Driving | —Unverified | 0 |
| Automating Exploratory Proteomics Research via Language Models | Nov 6, 2024 | scientific discovery | —Unverified | 0 |
| Autonomous synthesis of metastable materials | Jan 19, 2021 | Active LearningEfficient Exploration | —Unverified | 0 |
| AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery | Dec 16, 2024 | Active Learningscientific discovery | —Unverified | 0 |
| AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists | Jun 9, 2025 | scientific discoveryvalid | —Unverified | 0 |
| bAIoimage analysis: elevating the rate of scientific discovery -- as a community | Mar 29, 2023 | scientific discovery | —Unverified | 0 |
| Bayesian subset selection and variable importance for interpretable prediction and classification | Apr 20, 2021 | Data CompressionGeneral Classification | —Unverified | 0 |
| Better Research Software Tools to Elevate the Rate of Scientific Discovery -- or why we need to invest in research software engineering | Jul 8, 2023 | scientific discovery | —Unverified | 0 |
| Beyond Predictions in Neural ODEs: Identification and Interventions | Jun 23, 2021 | scientific discoveryTime Series | —Unverified | 0 |
| Beyond Regrets: Geometric Metrics for Bayesian Optimization | Jan 3, 2024 | Bayesian OptimizationExperimental Design | —Unverified | 0 |
| BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction | Feb 14, 2023 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity | Oct 6, 2023 | Image GenerationLanguage Modeling | —Unverified | 0 |
| Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers | Aug 28, 2023 | scientific discovery | —Unverified | 0 |
| Building Machine Learning Challenges for Anomaly Detection in Science | Mar 3, 2025 | Anomaly Detectionscientific discovery | —Unverified | 0 |
| Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning | Nov 6, 2024 | Deep Learningscientific discovery | —Unverified | 0 |
| Can Theoretical Physics Research Benefit from Language Agents? | Jun 6, 2025 | Code GenerationMathematical Reasoning | —Unverified | 0 |
| Causal-Copilot: An Autonomous Causal Analysis Agent | Apr 17, 2025 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Causal Relational Learning | Apr 7, 2020 | Causal InferenceDecision Making | —Unverified | 0 |
| Causal Structural Learning from Time Series: A Convex Optimization Approach | Jan 26, 2023 | scientific discoveryTime Series | —Unverified | 0 |
| CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation | Mar 20, 2025 | Articlesscientific discovery | —Unverified | 0 |
| Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction | Jan 16, 2022 | Link PredictionPrediction | —Unverified | 0 |
| Conditional computation in neural networks: principles and research trends | Mar 12, 2024 | Mixture-of-Expertsscientific discovery | —Unverified | 0 |
| Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints | Mar 27, 2025 | Active LearningBayesian Optimization | —Unverified | 0 |
| Contributions of the Petabyte Scale Sequence Search Codeathon toward efforts to scale sequence-based searches on SRA | May 9, 2025 | Benchmarkingscientific discovery | —Unverified | 0 |
| CriticAL: Critic Automation with Language Models | Nov 10, 2024 | Large Language Modelscientific discovery | —Unverified | 0 |
| CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers | Feb 27, 2025 | Information RetrievalRetrieval | —Unverified | 0 |
| CycleResearcher: Improving Automated Research via Automated Review | Oct 28, 2024 | scientific discovery | —Unverified | 0 |
| Data-Driven Computing Methods for Nonlinear Physics Systems with Geometric Constraints | Jun 20, 2024 | scientific discovery | —Unverified | 0 |
| Data-driven Discovery with Large Generative Models | Feb 21, 2024 | scientific discovery | —Unverified | 0 |