Hello, and welcome to my research profile! I am currently a Research Scholar in the Department of Mathematics at IIT Roorkee. My research focuses on the approximation capabilities of neural network operators, stochastic neural networks, and nonlinear operators. I am particularly interested in their mathematical foundations and error analysis, as well as exploring their applications in signal reconstruction, image processing and functional analysis.
Disciplines:
Approximation Theory
Applied Mathematics
Analysis
Probability Theory
Artificial Neural Networks.
Supervisor: Dr Uaday Singh ( IIT Roorkee ), Prof. Danilo Costarelli (University of Perugia, Italy).
You can find my CV : here