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Showing 101–150 of 464 papers

TitleStatusHype
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
Deep Denoising For Scientific Discovery: A Case Study In Electron MicroscopyCode1
Olympus: a benchmarking framework for noisy optimization and experiment planningCode1
Using Deep Networks for Scientific Discovery in Physiological SignalsCode1
Renormalized Mutual Information for Artificial Scientific DiscoveryCode1
Topic Modeling and Link-Prediction for Material Property Discovery—0
STRUCTSENSE: A Task-Agnostic Agentic Framework for Structured Information Extraction with Human-In-The-Loop Evaluation and BenchmarkingCode0
Distributed Cross-Channel Hierarchical Aggregation for Foundation Models—0
Active Inference AI Systems for Scientific Discovery—0
AI Assistants to Enhance and Exploit the PETSc Knowledge Base—0
A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools—0
From Reproduction to Replication: Evaluating Research Agents with Progressive Code MaskingCode0
AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata—0
Graphics4Science: Computer Graphics for Scientific Impacts—0
An ELIXIR scoping review on domain-specific evaluation metrics for synthetic data in life sciences—0
Evolvable Conditional Diffusion—0
Scientifically-Interpretable Reasoning Network (ScIReN): Uncovering the Black-Box of Nature—0
Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders—0
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists—0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
Can Theoretical Physics Research Benefit from Language Agents?—0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best PracticesCode0
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials ScienceCode0
Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony—0
A Dynamic Framework for Semantic Grouping of Common Data Elements (CDE) Using Embeddings and Clustering—0
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models—0
OmniEarth-Bench: Towards Holistic Evaluation of Earth's Six Spheres and Cross-Spheres Interactions with Multimodal Observational Earth Data—0
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows—0
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge BasesCode0
MOOSE-Chem3: Toward Experiment-Guided Hypothesis Ranking via Simulated Experimental FeedbackCode0
Improving Chemical Understanding of LLMs via SMILES Parsing—0
Toward Reliable Biomedical Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language ModelsCode0
Robin: A multi-agent system for automating scientific discoveryCode0
InterFeat: An Automated Pipeline for Finding Interesting Hypotheses in Structured Biomedical DataCode0
When AI Co-Scientists Fail: SPOT-a Benchmark for Automated Verification of Scientific ResearchCode0
On the definition and importance of interpretability in scientific machine learning—0
Deep Symbolic Optimization: Reinforcement Learning for Symbolic Mathematics—0
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI—0
Generative Discovery of Partial Differential Equations by Learning from Math Handbooks—0
Contributions of the Petabyte Scale Sequence Search Codeathon toward efforts to scale sequence-based searches on SRA—0
Soft causal learning for generalized molecule property prediction: An environment perspective—0
Scientific Hypothesis Generation and Validation: Methods, Datasets, and Future Directions—0
A Survey of Slow Thinking-based Reasoning LLMs using Reinforced Learning and Inference-time Scaling Law—0
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery—0
AI Idea Bench 2025: AI Research Idea Generation Benchmark—0
Ascribe New Dimensions to Scientific Data Visualization with VR—0
Causal-Copilot: An Autonomous Causal Analysis Agent—0
Deep literature reviews: an application of fine-tuned language models to migration research—0
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?—0
Scaling Laws of Graph Neural Networks for Atomistic Materials Modeling—0
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