WebHarbir Antil is the Director of Center for Mathematics and Artificial Intelligence (CMAI) and Professor at the Department of Mathematical Sciences, George Mason University. … Web4 Harbir Antil and Dmitriy Leykekhman In the second part of this chapter we focus on the linear and semilinear quadratic PDECO problems. We introduce basic Sobolev spaces in Section 4. In Section 5 we mention the results relating to the well-posedness (existence and uniqueness whenever possible) of linear elliptic PDEs and their regularity.
Math 689, Spring 2024 Optimization, Nonlinear PDEs and …
WebNov 29, 2024 · Antil, Harbir and Verma, Deepanshu and Warma, Mahamadi "Optimal Control of Fractional Elliptic PDEs with State Constraints and Characterization of the Dual of Fractional-Order Sobolev Spaces" Journal of Optimization Theory and Applications, v.186, 2024 10.1007/s10957-020-01684-z Citation Details. WebNov 30, 2024 · Neural Network Representation of Time Integrators Rainald Löhner, Harbir Antil Deep neural network (DNN) architectures are constructed that are the exact equivalent of explicit Runge-Kutta schemes for numerical time integration. The network weights and biases are given, i.e., no training is needed. chesterfield leather sofa for sale ireland
Students - Harbir Antil - George Mason University
WebSkip to Main Content ... WebHarbir Antil, Sören Bartels, Armin Schikorra IMA Journal of Numerical Analysis (accepted) Details arXiv Journal A brief introduction to game theory and its potential implications for the economics of orthotics & prosthetics March, 2024 Goeran Fiedler, Armin Schikorra WebResponsibilities: This position entails working directly with Dr. Harbir Antil. Some of the current research interests in the group are: algorithms for optimization problems governed by large-scale physical models given by partial differential equations (PDEs), optimization under uncertainty, fractional PDEs, inverse problems, dimensionality ... chesterfield leather sofa pottery barn