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scientific discovery

Papers

Showing 201250 of 464 papers

TitleStatusHype
A Novel Paradigm for Neural Computation: X-Net with Learnable Neurons and Adaptable Structure0
A Perspective on Symbolic Machine Learning in Physical Sciences0
Applications and Challenges of AI and Microscopy in Life Science Research: A Review0
Applications and Techniques for Fast Machine Learning in Science0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support0
Artificial Intelligence and Natural Language Processing and Understanding in Space: A Methodological Framework and Four ESA Case Studies0
Artificial intelligence as a gateway to scientific discovery: Uncovering features in retinal fundus images0
Artificial intelligence for science: The easy and hard problems0
Artificial Intelligence, Scientific Discovery, and Product Innovation0
Artificial Scientific Discovery0
Ascribe New Dimensions to Scientific Data Visualization with VR0
Assessing Exoplanet Habitability through Data-driven Approaches: A Comprehensive Literature Review0
A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools0
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law0
A Systematic Survey on Large Language Models for Algorithm Design0
A Use of Even Activation Functions in Neural Networks0
Auto-Bench: An Automated Benchmark for Scientific Discovery in LLMs0
AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata0
Automated Discovery of Operable Dynamics from Videos0
Automated Explanation Selection for Scientific Discovery0
Automated Learning of Interpretable Models with Quantified Uncertainty0
Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems0
Automating Exploratory Proteomics Research via Language Models0
Autonomous synthesis of metastable materials0
AutoSciLab: A Self-Driving Laboratory For Interpretable Scientific Discovery0
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists0
bAIoimage analysis: elevating the rate of scientific discovery -- as a community0
Bayesian subset selection and variable importance for interpretable prediction and classification0
Better Research Software Tools to Elevate the Rate of Scientific Discovery -- or why we need to invest in research software engineering0
Beyond Predictions in Neural ODEs: Identification and Interventions0
Beyond Regrets: Geometric Metrics for Bayesian Optimization0
BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction0
BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity0
Breaking Boundaries: Distributed Domain Decomposition with Scalable Physics-Informed Neural PDE Solvers0
Building Machine Learning Challenges for Anomaly Detection in Science0
Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning0
Can Theoretical Physics Research Benefit from Language Agents?0
Causal-Copilot: An Autonomous Causal Analysis Agent0
Causal Relational Learning0
Causal Structural Learning from Time Series: A Convex Optimization Approach0
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction0
Conditional computation in neural networks: principles and research trends0
Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints0
Contributions of the Petabyte Scale Sequence Search Codeathon toward efforts to scale sequence-based searches on SRA0
CriticAL: Critic Automation with Language Models0
CS-PaperSum: A Large-Scale Dataset of AI-Generated Summaries for Scientific Papers0
CycleResearcher: Improving Automated Research via Automated Review0
Data-Driven Computing Methods for Nonlinear Physics Systems with Geometric Constraints0
Data-driven Discovery with Large Generative Models0
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