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scientific discovery

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Showing 376–400 of 464 papers

TitleStatusHype
DeepSNR: A deep learning foundation for offline gravitational wave detection—0
PhySRNet: Physics informed super-resolution network for application in computational solid mechanics—0
Deep Learning Opacity in Scientific Discovery—0
A Computational Inflection for Scientific Discovery—0
To be or not to be an Integer? Encoding Variables for Mathematical Text—0
Predicting Real-time Scientific Experiments Using Transformer models and Reinforcement LearningCode0
Automated Learning of Interpretable Models with Quantified Uncertainty—0
Evaluating the Adversarial Robustness for Fourier Neural Operators—0
Satellite Image and Machine Learning based Knowledge Extraction in the Poverty and Welfare Domain—0
From Unstructured Text to Causal Knowledge Graphs: A Transformer-Based Approach—0
Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery—0
Rediscovering orbital mechanics with machine learning—0
AI Research Associate for Early-Stage Scientific Discovery—0
Combinatorial Scientific Discovery: Finding New Concept Combinations Beyond Link Prediction—0
Reproducible, incremental representation learning with Rosetta VAE—0
Uniform-in-Phase-Space Data Selection with Iterative Normalizing FlowsCode0
Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning—0
Simulation Intelligence: Towards a New Generation of Scientific Methods—0
Learning from learning machines: a new generation of AI technology to meet the needs of science—0
From Kepler to Newton: Explainable AI for Science—0
AbductionRules: Training Transformers to Explain Unexpected Inputs—0
Interpretable and Explainable Machine Learning for Materials Science and Chemistry—0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
RZiMM-scRNA: A regularized zero-inflated mixture model framework for single-cell RNA-seq data—0
Applications and Techniques for Fast Machine Learning in Science—0
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