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Showing 201–250 of 464 papers

TitleStatusHype
Data-Driven Computing Methods for Nonlinear Physics Systems with Geometric Constraints—0
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AICode2
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific DiscoveryCode4
Explain the Black Box for the Sake of Science: the Scientific Method in the Era of Generative Artificial Intelligence—0
On the Robustness of Global Feature Effect ExplanationsCode0
Generative Inverse Design of Crystal Structures via Diffusion Models with Transformers—0
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery AgentsCode3
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal ExamplesCode2
Open Problem: Active Representation Learning—0
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems—0
Meta-Designing Quantum Experiments with Language Models—0
BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation ExperimentsCode2
Smoke and Mirrors in Causal Downstream TasksCode0
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs—0
Less for More: Enhanced Feedback-aligned Mixed LLMs for Molecule Caption Generation and Fine-Grained NLI Evaluation—0
"Turing Tests" For An AI Scientist—0
Integration of Scanning Probe Microscope with High-Performance Computing: fixed-policy and reward-driven workflows implementation—0
KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery—0
Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary DataCode2
LLM and Simulation as Bilevel Optimizers: A New Paradigm to Advance Physical Scientific DiscoveryCode2
ALMol: Aligned Language-Molecule Translation LLMs through Offline Preference Contrastive Optimisation—0
Boolean matrix logic programming for active learning of gene functions in genome-scale metabolic network modelsCode0
Causality Pursuit from Heterogeneous Environments via Neural Adversarial Invariance LearningCode0
Opportunities for machine learning in scientific discovery—0
Accelerating Legacy Numerical Solvers by Non-intrusive Gradient-based Meta-solving—0
Why Tabular Foundation Models Should Be a Research Priority—0
Generative Active Learning for the Search of Small-molecule Protein Binders—0
LLM-SR: Scientific Equation Discovery via Programming with Large Language ModelsCode1
Autonomous LLM-driven research from data to human-verifiable research papersCode4
Integrating Chemistry Knowledge in Large Language Models via Prompt EngineeringCode0
Shape Arithmetic Expressions: Advancing Scientific Discovery Beyond Closed-Form EquationsCode0
Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph ReasoningCode3
Conditional computation in neural networks: principles and research trends—0
Pruning neural network models for gene regulatory dynamics using data and domain knowledgeCode0
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling—0
Data-driven Discovery with Large Generative Models—0
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum OpticsCode0
Quantitative causality, causality-guided scientific discovery, and causal machine learning—0
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data—0
Multi-Fidelity Methods for Optimization: A Survey—0
Retrieve to Explain: Evidence-driven Predictions with Language ModelsCode0
Trillion Parameter AI Serving Infrastructure for Scientific Discovery: A Survey and Vision—0
Institutional Platform for Secure Self-Service Large Language Model Exploration—0
Diverse Explanations From Data-Driven and Domain-Driven Perspectives in the Physical SciencesCode0
Scientific Large Language Models: A Survey on Biological & Chemical DomainsCode3
Interactive Mars Image Content-Based Search with Interpretable Machine Learning—0
PubTator 3.0: an AI-powered Literature Resource for Unlocking Biomedical Knowledge—0
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language ModelsCode2
Closed-Form Interpretation of Neural Network Classifiers with Symbolic GradientsCode0
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