Deepanshu Verma

According to our database, Deepanshu Verma authored at least 11 papers between 2019 and 2023.

Collaborative distances:

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

2023

A deep neural network approach for parameterized PDEs and Bayesian inverse problems.

Harbir Antil, Howard C. Elman, Akwum Onwunta, Deepanshu Verma

Mach. Learn. Sci. Technol., September, 2023

Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics.

Malvern Madondo, Deepanshu Verma, Lars Ruthotto, Nicholas Au Yong

CoRR, 2023

Efficient Neural Network Approaches for Conditional Optimal Transport with Applications in Bayesian Inference.

Zheyu Oliver Wang, Ricardo Baptista, Youssef M. Marzouk, Lars Ruthotto, Deepanshu Verma

CoRR, 2023

2021

Fractional deep neural network via constrained optimization.

Harbir Antil, Ratna Khatri, Rainald Löhner, Deepanshu Verma

Mach. Learn. Sci. Technol., 2021

Optimal Control, Numerics, and Applications of Fractional PDEs.

Harbir Antil, Thomas S. Brown, Ratna Khatri, Akwum Onwunta, Deepanshu Verma, Mahamadi Warma

CoRR, 2021

Non-diffusive Variational Problems with Distributional and Weak Gradient Constraints.

Harbir Antil, Rafael Arndt, Carlos N. Rautenberg, Deepanshu Verma

CoRR, 2021

Novel Deep neural networks for solving Bayesian statistical inverse.

Harbir Antil, Howard C. Elman, Akwum Onwunta, Deepanshu Verma

CoRR, 2021

Novel DNNs for Stiff ODEs with Applications to Chemically Reacting Flows.

Thomas S. Brown, Harbir Antil, Rainald Löhner, Fumiya Togashi, Deepanshu Verma

Proceedings of the High Performance Computing - ISC High Performance Digital 2021 International Workshops, Frankfurt am Main, Germany, June 24, 2021

2020

Optimal Control of Fractional Elliptic PDEs with State Constraints and Characterization of the Dual of Fractional-Order Sobolev Spaces.

Harbir Antil, Deepanshu Verma, Mahamadi Warma

J. Optim. Theory Appl., 2020

Moreau-Yosida regularization for optimal control of fractional PDEs with state constraints: parabolic case.

Harbir Antil, Thomas S. Brown, Deepanshu Verma, Mahamadi Warma

CoRR, 2020

2019

Moreau-Yosida Regularization for Optimal Control of Fractional Elliptic Problems with State and Control Constraints.

Harbir Antil, Thomas S. Brown, Deepanshu Verma

CoRR, 2019