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Papers

Showing 151175 of 464 papers

TitleStatusHype
Pruning neural network models for gene regulatory dynamics using data and domain knowledgeCode0
Physics-guided Neural Networks (PGNN): An Application in Lake Temperature ModelingCode0
Discovering physical concepts with neural networksCode0
Differentiable Learning Under TriageCode0
KnowledgeShovel: An AI-in-the-Loop Document Annotation System for Scientific Knowledge Base ConstructionCode0
Detecting Localized Density Anomalies in Multivariate Data via Coin-Flip StatisticsCode0
Physics-tailored machine learning reveals unexpected physics in dusty plasmasCode0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
InterFeat: An Automated Pipeline for Finding Interesting Hypotheses in Structured Biomedical DataCode0
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum ExperimentsCode0
DropMicroFluidAgents (DMFAs): Autonomous Droplet Microfluidic Research Framework Through Large Language Model AgentsCode0
Dynamical Kinds and their DiscoveryCode0
Integrating Chemistry Knowledge in Large Language Models via Prompt EngineeringCode0
Interpretable models for extrapolation in scientific machine learningCode0
IdeaBench: Benchmarking Large Language Models for Research Idea GenerationCode0
Hypothesizing Missing Causal Variables with LLMsCode0
Interpretable Scientific Discovery with Symbolic Regression: A ReviewCode0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge GapsCode0
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?Code0
Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data ManifoldsCode0
Data-Driven Computational Imaging for Scientific DiscoveryCode0
Automatic Discovery and Description of Human Planning StrategiesCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
How Useful is Intermittent, Asynchronous Expert Feedback for Bayesian Optimization?Code0
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