Parametric Gaussian Process Regression for Big Data

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Parametric Gaussian Process Regression for Big Data

11 April 2017

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Papers citing "Parametric Gaussian Process Regression for Big Data"

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Title
Reconstructing Blood Flow in Data-Poor Regimes: A Vasculature Network Kernel for Gaussian Process Regression S. Z. Ashtiani Mohammad Sarabian K. Laksari H. Babaee 52 4 0 14 Mar 2024
PyKoopman: A Python Package for Data-Driven Approximation of the Koopman Operator Shaowu Pan E. Kaiser Brian M. de Silva J. Nathan Kutz Steven L. Brunton 110 8 0 22 Jun 2023
A Physics Informed Neural Network Approach to Solution and Identification of Biharmonic Equations of Elasticity M. Vahab E. Haghighat M. Khaleghi N. Khalili PINN 117 45 0 16 Aug 2021
Latent Map Gaussian Processes for Mixed Variable Metamodeling Nicholas Oune Ramin Bostanabad 55 34 0 07 Feb 2021
A Tunnel Gaussian Process Model for Learning Interpretable Flight's Landing Parameters Sim Kuan Goh N. P. Singh Zhi Jun Lim Sameer Alam 24 9 0 18 Nov 2020
Deep Learning of Vortex Induced Vibrations M. Raissi Zhicheng Wang M. Triantafyllou George Karniadakis AI4CE 79 378 0 26 Aug 2018
Hidden Fluid Mechanics: A Navier-Stokes Informed Deep Learning Framework for Assimilating Flow Visualization Data M. Raissi A. Yazdani George Karniadakis AI4CE PINN 99 161 0 13 Aug 2018
Machine Learning of Space-Fractional Differential Equations Mamikon A. Gulian M. Raissi P. Perdikaris George Karniadakis 106 47 0 02 Aug 2018
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations M. Raissi 116 188 0 19 Apr 2018
Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations M. Raissi PINN AI4CE 130 757 0 20 Jan 2018
Forecasting of commercial sales with large scale Gaussian Processes Rodrigo Rivera Evgeny Burnaev 49 22 0 16 Sep 2017
Hidden Physics Models: Machine Learning of Nonlinear Partial Differential Equations M. Raissi George Karniadakis AI4CE PINN 87 1,144 0 02 Aug 2017
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations M. Raissi P. Perdikaris George Karniadakis 101 268 0 29 Mar 2017