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Gurpreet Singh Hora
Gurpreet Singh Hora
Columbia University
Bestätigte E-Mail-Adresse bei columbia.edu
Titel
Zitiert von
Zitiert von
Jahr
Uncertainty quantification methods for ML-based surrogate models of scientific applications
K Basu, J Hao, D Hintz, D Shah, A Palmer, GS Hora, D Nwankwo, L White
ML for Physical Sciences, NeurIPS 2022, 2022
22022
Surrogate Modeling of Urban Boundary-Layer Flow
GS Hora, MG Giometto
arXiv preprint arXiv:2306.17807, 2023
12023
A machine learning model for reconstructing skin-friction drag over ocean surface waves
K Yousefi, GS Hora, H Yang, F Veron, MG Giometto
Journal of Fluid Mechanics 983, A9, 2024
2024
Wind stress predictions for surface waves with airflow separation: A data-driven approach
K Yousefi, GS Hora, H Yang, F Veron, MG Giometto
2024 Ocean Sciences Meeting, 2024
2024
Data-Driven Surrogate Modeling for Urban Boundary-Layer Flow
GS Hora, MG Giometto
AGU23, 2023
2023
Reconstruction of skin friction drags for surface waves using convolutional neural network
K Yousefi, GS Hora, H Yang, F Veron, M Giometto
Bulletin of the American Physical Society, 2023
2023
Evaluating Uncertainty Quantification approaches for Neural PDEs in scientific applications
V Dongre, GS Hora
arXiv preprint arXiv:2311.04457, 2023
2023
Reconstruction of 3D turbulent flow fields from 2D images using deep learning
GS Hora, C Vondrick, P Gentine, M Momen, MG Giometto
AGU Fall Meeting Abstracts 2022, A35K-1589, 2022
2022
Estimation of surface viscous stress from wave profiles using deep neural networks
H Yang, GS Hora, F Veron, K Yousefi, M Giometto
Bulletin of the American Physical Society 67, 2022
2022
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