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10/17/2022
GeoThermalCloud: Machine Learning for Geothermal Resource Exploration
This paper presents a novel ML-based methodology for geothermal explorat...
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06/06/2019
Learning to regularize with a variational autoencoder for hydrologic inverse analysis
Inverse problems often involve matching observational data using a physi...
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02/20/2018
Unsupervised Phase Mapping of X-ray Diffraction Data by Nonnegative Matrix Factorization Integrated with Custom Clustering
Analyzing large X-ray diffraction (XRD) datasets is a key step in high-t...
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04/05/2017
