Kaushik Bhattacharya

26 papers A* 3Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal Experimental Design for Reliable Learning of History-Dependent Constitutive Laws. CoRR Kaushik Bhattacharya, Lianghao Cao, Andrew M. Stuart
2025	J	`jnl`	Learning Memory and Material Dependent Constitutive Laws. CoRR Kaushik Bhattacharya, Lianghao Cao, George Stepaniants, Andrew M. Stuart, Margaret Trautner
2024	J	`jnl`	Learning Homogenization for Elliptic Operators. SIAM J. Numer. Anal. Kaushik Bhattacharya, Nikola B. Kovachki, Aakila Rajan, Andrew M. Stuart, Margaret Trautner
2024	J	`jnl`	Systematic design of compliant morphing structures: a phase-field approach. CoRR Jamal Shabani, Kaushik Bhattacharya, Blaise Bourdin
2023	J	`jnl`	A learning-based multiscale model for reactive flow in porous media. CoRR Mina Karimi, Kaushik Bhattacharya
2023	J	`jnl`	Accelerated Computational Micromechanics for Reactive Flow in Porous Media. CoRR Mina Karimi, Kaushik Bhattacharya
2023	J	`jnl`	Learning Homogenization for Elliptic Operators. CoRR Kaushik Bhattacharya, Nikola B. Kovachki, Aakila Rajan, Andrew M. Stuart, Margaret Trautner
2023	J	`jnl`	Learning Markovian Homogenized Models in Viscoelasticity. Multiscale Model. Simul. Kaushik Bhattacharya, Burigede Liu, Andrew M. Stuart, Margaret Trautner
2023	J	`jnl`	Neural Operator: Learning Maps Between Function Spaces With Applications to PDEs. J. Mach. Learn. Res. Nikola B. Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2022	A*	`conf`	Learning Chaotic Dynamics in Dissipative Systems. NeurIPS Zongyi Li, Miguel Liu-Schiaffini, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2022	J	`jnl`	Learning Markovian Homogenized Models in Viscoelasticity. CoRR Kaushik Bhattacharya, Burigede Liu, Andrew M. Stuart, Margaret Trautner
2022	J	`jnl`	Spectral quadrature for the first principles study of crystal defects: Application to magnesium. J. Comput. Phys. Swarnava Ghosh, Kaushik Bhattacharya
2021	A*	`conf`	Fourier Neural Operator for Parametric Partial Differential Equations. ICLR Zongyi Li, Nikola Borislavov Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2021	J	`jnl`	Markov Neural Operators for Learning Chaotic Systems. CoRR Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2021	J	`jnl`	Neural Operator: Learning Maps Between Function Spaces. CoRR Nikola B. Kovachki, Zongyi Li, Burigede Liu, Kamyar Azizzadenesheli, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2020	J	`jnl`	Accelerated computational micromechanics. CoRR Hao Zhou, Kaushik Bhattacharya
2020	J	`jnl`	Fourier Neural Operator for Parametric Partial Differential Equations. CoRR Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2020	J	`jnl`	Large scale J. Comput. Phys. Mauricio Ponga, Kaushik Bhattacharya, Michael Ortiz
2020	J	`jnl`	Model Reduction and Neural Networks for Parametric PDEs. CoRR Kaushik Bhattacharya, Bamdad Hosseini, Nikola B. Kovachki, Andrew M. Stuart
2020	A*	`conf`	Multipole Graph Neural Operator for Parametric Partial Differential Equations. NeurIPS Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Andrew M. Stuart, Kaushik Bhattacharya, Anima Anandkumar
2020	J	`jnl`	Multipole Graph Neural Operator for Parametric Partial Differential Equations. CoRR Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2020	J	`jnl`	Neural Operator: Graph Kernel Network for Partial Differential Equations. CoRR Zongyi Li, Nikola B. Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew M. Stuart, Anima Anandkumar
2018	J	`jnl`	Phase-field study of crack nucleation and propagation in elastic - perfectly plastic bodies. CoRR Stella Brach, Erwan Tanné, Blaise Bourdin, Kaushik Bhattacharya
2012	J	`jnl`	Stability of MultiComponent Biological Membranes. SIAM J. Appl. Math. Sefi Givli, Ha Giang, Kaushik Bhattacharya
2011	J	`jnl`	A mesh-free convex approximation scheme for Kohn-Sham density functional theory. J. Comput. Phys. Phanish Suryanarayana, Kaushik Bhattacharya, Michael Ortiz
2007	—	`conf`	An Improved Time-of-Arrival Estimation for WLAN-Based Local Positioning. COMSWARE Harish Reddy, M. Girish Chandra, P. Balamuralidhar, Harihara S. G., Kaushik Bhattacharya, Edward Joseph