Kaushik Bhattacharya

According to our database, Kaushik Bhattacharya authored at least 20 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Learning Markovian Homogenized Models in Viscoelasticity.

Kaushik Bhattacharya, Burigede Liu, Andrew M. Stuart, Margaret Trautner

Multiscale Model. Simul., June, 2023

Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs.

Nikola B. Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

J. Mach. Learn. Res., 2023

Accelerated Computational Micromechanics for Reactive Flow in Porous Media.

Mina Karimi, Kaushik Bhattacharya

CoRR, 2023

A learning-based multiscale model for reactive flow in porous media.

Mina Karimi, Kaushik Bhattacharya

CoRR, 2023

Learning Homogenization for Elliptic Operators.

Kaushik Bhattacharya, Nikola B. Kovachki, Aakila Rajan, Andrew M. Stuart, Margaret Trautner

CoRR, 2023

2022

Learning Dissipative Dynamics in Chaotic Systems (Datasets).

Zongyi Li, Miguel Liu-Schiaffini, Nikola Borislavov Kovachki, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

Dataset, November, 2022

Spectral quadrature for the first principles study of crystal defects: Application to magnesium.

Swarnava Ghosh, Kaushik Bhattacharya

J. Comput. Phys., 2022

Learning Chaotic Dynamics in Dissipative Systems.

Zongyi Li, Miguel Liu-Schiaffini, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Neural Operator: Learning Maps Between Function Spaces.

Nikola B. Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

CoRR, 2021

Markov Neural Operators for Learning Chaotic Systems.

Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

CoRR, 2021

Fourier Neural Operator for Parametric Partial Differential Equations.

Zongyi Li, Nikola Borislavov Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Large scale <i>ab-initio</i> simulations of dislocations.

Mauricio Ponga, Kaushik Bhattacharya, Michael Ortiz

J. Comput. Phys., 2020

Accelerated computational micromechanics.

Hao Zhou, Kaushik Bhattacharya

CoRR, 2020

Model Reduction and Neural Networks for Parametric PDEs.

Kaushik Bhattacharya, Bamdad Hosseini, Nikola B. Kovachki, Andrew M. Stuart

CoRR, 2020

Neural Operator: Graph Kernel Network for Partial Differential Equations.

Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar

CoRR, 2020

Multipole Graph Neural Operator for Parametric Partial Differential Equations.

Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Andrew M. Stuart, Kaushik Bhattacharya, Anima Anandkumar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Phase-field study of crack nucleation and propagation in elastic - perfectly plastic bodies.

Stella Brach, Erwan Tanné, Blaise Bourdin, Kaushik Bhattacharya

CoRR, 2018

2012

Stability of MultiComponent Biological Membranes.

Sefi Givli, Ha Giang, Kaushik Bhattacharya

SIAM J. Appl. Math., 2012

2011

A mesh-free convex approximation scheme for Kohn-Sham density functional theory.

Phanish Suryanarayana, Kaushik Bhattacharya, Michael Ortiz

J. Comput. Phys., 2011

2007

An Improved Time-of-Arrival Estimation for WLAN-Based Local Positioning.

Harish Reddy, M. Girish Chandra, P. Balamuralidhar, Harihara S. G., Kaushik Bhattacharya, Edward Joseph

Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007