3 citations · 3 across the 4 of their papers we have counts for
4 papers
Multigoal-oriented dual-weighted-residual error estimation using deep neural networks
Ayan Chakraborty, Thomas Wick, Xiaoying Zhuang +1
Deep learning has shown successful application in visual recognition and certain artificial intelligence tasks. Deep learning is also considered as a powerful tool with high flexib…
Synthesis of Feedback Controller for Nonlinear Control Systems with Optimal Region of Attraction
Ayan Chakraborty, Indranil Saha
We propose a framework for synthesizing a feedback control policy that maximizes the region of attraction (ROA) of a closed-loop nonlinear dynamical system. Our synthesis technique…
Non uniform weighted extended B-Spline finite element analysis of non linear elliptic partial differential equations
B. V. Rathish Kumar, Ayan Chakraborty
We propose a non uniform web spline based finite element analysis for elliptic partial differential equation with the gradient type nonlinearity in their principal coefficients lik…
Weighted Extended B-Spline Finite Element Analysis of a coupled system of general Elliptic equations
Ayan Chakraborty, BV. Rathish Kumar
In this study we establish the existence and uniqueness of the solution of a coupled system of general elliptic equations with anisotropic diffusion , non-uniform advection and var…