Seuraa
Govinda Anantha Padmanabha
Govinda Anantha Padmanabha
Cornell University
Vahvistettu sähköpostiosoite verkkotunnuksessa cornell.edu
Nimike
Viittaukset
Viittaukset
Vuosi
Solving inverse problems using conditional invertible neural networks
GA Padmanabha, N Zabaras
Journal of Computational Physics 433, 110194, 2021
802021
A review on data-driven constitutive laws for solids
JN Fuhg, G Anantha Padmanabha, N Bouklas, B Bahmani, WC Sun, ...
Archives of Computational Methods in Engineering, 1-43, 2024
302024
Inverse aerodynamic design of gas turbine blades using probabilistic machine learning
S Ghosh, G Anantha Padmanabha, C Peng, V Andreoli, S Atkinson, ...
Journal of Mechanical Design 144 (2), 021706, 2022
252022
Pro-ml ideas: A probabilistic framework for explicit inverse design using invertible neural network
S Ghosh, GA Padmanabha, C Peng, S Atkinson, V Andreoli, P Pandita, ...
AIAA Scitech 2021 Forum, 0465, 2021
122021
A Bayesian multiscale deep learning framework for flows in random media
GA Padmanabha, N Zabaras
arXiv preprint arXiv:2103.09056, 2021
52021
Improving the performance of Stein variational inference through extreme sparsification of physically-constrained neural network models
GA Padmanabha, JN Fuhg, C Safta, RE Jones, N Bouklas
Computer Methods in Applied Mechanics and Engineering 432, 117359, 2024
42024
Design of optimized two-dimensional scramjet nozzle contour for hypersonic vehicle using evolutionary algorithms
A Govinda, MKK Devaraj, Y Singh, N Thakor, VR Kulkarni, SN Omkar, ...
30th International Symposium on Shock Waves 1: ISSW30-Volume 1, 119-124, 2017
32017
Condensed Stein Variational Gradient Descent for Uncertainty Quantification of Neural Networks
GA Padmanabha, C Safta, N Bouklas, RE Jones
arXiv preprint arXiv:2412.16462, 2024
22024
Deep Learning for Forward and Inverse Solutions of Physical Systems
GA Padmanabha
University of Notre Dame, 2022
2022
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Artikkelit 1–9