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12/21/2021
Machine Learning Emulation of Urban Land Surface Processes
Can we improve the modeling of urban land surface processes with machine...
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03/22/2021
Machine Learning Emulation of 3D Cloud Radiative Effects
The treatment of cloud structure in radiation schemes used in operationa...
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12/16/2020
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
Can we improve machine learning (ML) emulators with synthetic data? The ...
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10/17/2019
Mapper Based Classifier
Topological data analysis aims to extract topological quantities from da...
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05/22/2019
Spatio-Temporal Deep Learning Models for Tip Force Estimation During Needle Insertion
Purpose. Precise placement of needles is a challenge in a number of clin...
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05/30/2018