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Ravi G Patel
Ravi G Patel
Verified email at sandia.gov
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Cited by
Cited by
Year
Thermodynamically consistent physics-informed neural networks for hyperbolic systems
RG Patel, I Manickam, NA Trask, MA Wood, M Lee, I Tomas, EC Cyr
Journal of Computational Physics 449, 110754, 2022
1152022
A physics-informed operator regression framework for extracting data-driven continuum models
RG Patel, NA Trask, MA Wood, EC Cyr
Computer Methods in Applied Mechanics and Engineering 373, 113500, 2021
922021
Robust training and initialization of deep neural networks: An adaptive basis viewpoint
EC Cyr, MA Gulian, RG Patel, M Perego, NA Trask
Mathematical and Scientific Machine Learning, 512-536, 2020
782020
Verification of Eulerian–Eulerian and Eulerian–Lagrangian simulations for turbulent fluid–particle flows
RG Patel, O Desjardins, B Kong, J Capecelatro, RO Fox
AIChE Journal 63 (12), 5396-5412, 2017
512017
GMLS-Nets: A framework for learning from unstructured data
N Trask, RG Patel, BJ Gross, PJ Atzberger
arXiv preprint arXiv:1909.05371, 2019
442019
Euler–euler anisotropic gaussian mesoscale simulation of homogeneous cluster‐induced gas–particle turbulence
B Kong, RO Fox, H Feng, J Capecelatro, R Patel, O Desjardins, RO Fox
AIChE Journal 63 (7), 2630-2643, 2017
442017
Microscale bioadhesive hydrogel arrays for cell engineering applications
RG Patel, A Purwada, L Cerchietti, G Inghirami, A Melnick, AK Gaharwar, ...
Cellular and molecular bioengineering 7, 394-408, 2014
442014
Partition of unity networks: deep hp-approximation
K Lee, NA Trask, RG Patel, MA Gulian, EC Cyr
arXiv preprint arXiv:2101.11256, 2021
392021
Three-dimensional conditional hyperbolic quadrature method of moments
RG Patel, O Desjardins, RO Fox
Journal of Computational Physics: X 1, 100006, 2019
242019
An algorithm for solving the Navier–Stokes equations with shear-periodic boundary conditions and its application to homogeneously sheared turbulence
MH Kasbaoui, RG Patel, DL Koch, O Desjardins
journal of fluid mechanics 833, 687-716, 2017
222017
Nonlinear integro-differential operator regression with neural networks
RG Patel, O Desjardins
arXiv preprint arXiv:1810.08552, 2018
132018
A block coordinate descent optimizer for classification problems exploiting convexity
RG Patel, NA Trask, MA Gulian, EC Cyr
arXiv preprint arXiv:2006.10123, 2020
102020
GMLS-Nets: A machine learning framework for unstructured data.
NA Trask, RG Patel, B Gross, P Atzberger
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
52020
Reduced basis approximations of parameterized dynamical partial differential equations via neural networks
P Sentz, K Beckwith, EC Cyr, LN Olson, R Patel
arXiv preprint arXiv:2110.10775, 2021
42021
Error-in-variables modelling for operator learning
R Patel, I Manickam, M Lee, M Gulian
Mathematical and Scientific Machine Learning, 142-157, 2022
32022
Miniature medicine: nanobiomaterials for therapeutic delivery and cell engineering applications
RG Patel, A Singh
IEEE pulse 5 (2), 40-43, 2014
32014
Machine learning methods for particle stress development in suspension Poiseuille flows
AA Howard, J Dong, R Patel, M D’Elia, MR Maxey, P Stinis
Rheologica Acta 62 (10), 507-534, 2023
12023
Improving Medication Adherence Behaviors Through Personalized, Technology-Powered Interventions.
JT Biehl, R Patel, AJ Lee
IUI Workshops, 2021
12021
GMLS-Nets: Scientific Machine Learning Methods for Unstructured Data
N Trask, RG Patel, BJ Gross, PJ Atzberger
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2019
12019
Mesoscale simulation and analysis of particle-laden flows
RG Patel
Cornell University, 2018
12018
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