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scientific discovery

Papers

Showing 101125 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 Discovery0
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 Models0
Active Inference AI Systems for Scientific Discovery0
AI Assistants to Enhance and Exploit the PETSc Knowledge Base0
A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools0
From Reproduction to Replication: Evaluating Research Agents with Progressive Code MaskingCode0
AutomataGPT: Forecasting and Ruleset Inference for Two-Dimensional Cellular Automata0
Graphics4Science: Computer Graphics for Scientific Impacts0
An ELIXIR scoping review on domain-specific evaluation metrics for synthetic data in life sciences0
Scientifically-Interpretable Reasoning Network (ScIReN): Uncovering the Black-Box of Nature0
Evolvable Conditional Diffusion0
Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders0
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists0
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 parsimony0
From Street Views to Urban Science: Discovering Road Safety Factors with Multimodal Large Language Models0
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