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Papers

Showing 351375 of 464 papers

TitleStatusHype
FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities0
Graph Value Iteration0
Quantitative probing: Validating causal models using quantitative domain knowledgeCode1
Ab-initio quantum chemistry with neural-network wavefunctions0
AI-coupled HPC Workflows0
MLExchange: A web-based platform enabling exchangeable machine learning workflows for scientific studiesCode1
RIBBON: Cost-Effective and QoS-Aware Deep Learning Model Inference using a Diverse Pool of Cloud Computing Instances0
DeepSNR: A deep learning foundation for offline gravitational wave detection0
Accelerating Material Design with the Generative Toolkit for Scientific DiscoveryCode2
Deep Learning and Symbolic Regression for Discovering Parametric EquationsCode1
PhySRNet: Physics informed super-resolution network for application in computational solid mechanics0
Rethinking Symbolic Regression Datasets and Benchmarks for Scientific DiscoveryCode1
AutoML Two-Sample TestCode1
Deep Learning Opacity in Scientific Discovery0
Going From Molecules to Genomic Variations to Scientific Discovery: Intelligent Algorithms and Architectures for Intelligent Genome AnalysisCode1
A Computational Inflection for Scientific Discovery0
To be or not to be an Integer? Encoding Variables for Mathematical Text0
Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement LearningCode0
Automated Learning of Interpretable Models with Quantified Uncertainty0
Evaluating the Adversarial Robustness for Fourier Neural Operators0
Bayesian optimization with known experimental and design constraints for chemistry applicationsCode1
AbductionRules: Training Transformers to Explain Unexpected InputsCode1
Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain0
From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach0
Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery0
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