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Showing 401–450 of 464 papers

TitleStatusHype
Graphine: A Dataset for Graph-aware Terminology Definition GenerationCode0
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
Learning to discover: expressive Gaussian mixture models for multi-dimensional simulation and parameter inference in the physical sciencesCode0
Beyond Predictions in Neural ODEs: Identification and Interventions—0
Neural Symbolic Regression that ScalesCode1
Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments—0
Data-driven discovery of Green's functions with human-understandable deep learningCode1
Bayesian subset selection and variable importance for interpretable prediction and classification—0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical ImagesCode0
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical ImagesCode0
ACRE: Abstract Causal REasoning Beyond Covariation—0
Toward Building Science Discovery Machines—0
Differentiable Learning Under TriageCode0
Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular SimulationCode1
Symbolic regression for scientific discovery: an application to wind speed forecastingCode1
Autonomous synthesis of metastable materials—0
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation—0
A Use of Even Activation Functions in Neural Networks—0
Deep Denoising For Scientific Discovery: A Case Study In Electron MicroscopyCode1
Olympus: a benchmarking framework for noisy optimization and experiment planningCode1
Advancing the Scientific Frontier with Increasingly Autonomous Systems—0
Using Deep Networks for Scientific Discovery in Physiological SignalsCode1
Scientific Discovery by Generating Counterfactuals using Image TranslationCode0
Active Measure Reinforcement Learning for Observation Cost Minimization—0
Renormalized Mutual Information for Artificial Scientific DiscoveryCode1
Learning to Complement Humans—0
Reinforcement Learning in a Physics-Inspired Semi-Markov EnvironmentCode0
Causal Relational Learning—0
A Survey of Deep Learning for Scientific Discovery—0
Adversarial Examples and the Deeper Riddle of Induction: The Need for a Theory of Artifacts in Deep Learning—0
Transformation Importance with Applications to CosmologyCode0
A Novel Kuhnian Ontology for Epistemic Classification of STM Scholarly Articles—0
Physics-Guided Machine Learning for Scientific Discovery: An Application in Simulating Lake Temperature Profiles—0
Building high accuracy emulators for scientific simulations with deep neural architecture search—0
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific DiscoveryCode0
Enabling real-time multi-messenger astrophysics discoveries with deep learning—0
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era—0
Deep Reasoning Networks: Thinking Fast and Slow, for Pattern De-mixing—0
How Data Scientists Work Together With Domain Experts in Scientific Collaborations: To Find The Right Answer Or To Ask The Right Question?—0
Deep Reasoning Networks: Thinking Fast and Slow—0
Automated Design of Deep Learning Methods for Biomedical Image SegmentationCode0
Artificial Intelligence for Pediatric Ophthalmology—0
Learning Good Representation via Continuous Attention—0
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era—0
Adaptive Exact Learning of Decision Trees from Membership Queries—0
Efficient nonmyopic batch active search—0
Efficient nonmyopic active search with applications in drug and materials discovery—0
Physics Guided Recurrent Neural Networks For Modeling Dynamical Systems: Application to Monitoring Water Temperature And Quality In Lakes—0
Discovering physical concepts with neural networksCode0
Scientific Discovery as Link Prediction in Influence and Citation Graphs—0
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