Nishant Panda

发表

Flyer Plate Continuum Simulations Informed with Machine Learning Crack Evolution

Raphael T. Haftka, Gowri Srinivasan, Diane Oyen, 2020 .

StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials pdf

Gowri Srinivasan, Weihong Guo, Diane Oyen, 2020, ArXiv.

A data-driven non-linear assimilation framework with neural networks

Clint Dawson, Humberto C. Godinez, M. Giselle Fernández-Godino, 2020, Computational Geosciences.

Physics-Informed Spatiotemporal Deep Learning for Emulating Coupled Dynamical Systems

Gowri Srinivasan, Diane Oyen, Nishant Panda, 2020, AAAI Spring Symposium: MLPS.

Mesoscale informed parameter estimation through machine learning: A case-study in fracture modeling

Gowri Srinivasan, Diane Oyen, Dave Osthus, 2020, J. Comput. Phys..

Discontinuous Galerkin methods for solving Boussinesq-Green-Naghdi equations in resolving non-linear and dispersive surface water waves

Yao Zhang, Clint Dawson, Joannes J. Westerink, 2014, J. Comput. Phys..

A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty

Satish Karra, Jeffrey D. Hyman, Gowri Srinivasan, 2020, SIAM/ASA J. Uncertain. Quantification.

A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg–de Vries Equation

Clint Dawson, Craig Michoski, Ali Samii, 2016, J. Sci. Comput..

Surrogate Models for Estimating Failure in Brittle and Quasi-Brittle Materials

Satish Karra, Hari S. Viswanathan, Gowri Srinivasan, 2019, Applied Sciences.

A STOCHASTIC INVERSE PROBLEM FOR MULTISCALE MODELS

Donald Estep, Clint Dawson, Troy Butler, 2017 .

What is the gradient of a scalar function of a symmetric matrix ? pdf

Shriram Srinivasan, Nishant Panda, 2019, ArXiv.

Process-based Neural Network to Forecast Vegetation Dynamics

Chonggang Xu, Nishant Panda, Youzuo Lin, 2021 .

Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra pdf

Diane Oyen, Nishant Panda, Natalie Klein, 2021, ArXiv.

Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks

Earl Lawrence, Diane Oyen, Luke Van Roekel, 2021, 2021 IEEE International Conference on Big Data (Big Data).

Boussinesq-Green-Naghdi rotational water wave theory

Joannes J. Westerink, Clinton N Dawson, Andrew B. Kennedy, 2013 .

Discontinuous Galerkin Methods for Modeling Hurricane Storm Surge

Clint Dawson, Craig Michoski, Ethan J. Kubatko, 2011 .