Rishav Aich | Computational Mathematics & SciML

About Me

I am a Ph.D. Research Scholar at National Institute of Technology, Warangal working on multiphysics modeling of anisotropic porous media using Physics-Informed Neural Networks (PINNs). My research focuses on scientific machine learning, heat transfer, fluid mechanics, CFD and deep learning.

Passionate about computational mathematics and high-fidelity simulations.

Education

Ph.D. Applied Mathematics

National Institute of Technology, Warangal (2023 – Present)

M.Sc. Applied Mathematics

National Institute of Technology, Warangal (2020 – 2022)

B.Sc. Mathematics (Hons.)

A.B.N. Seal College (2017 – 2020)

Research Metrics

0

Citations

4

h-index

9+

Publications

3

Conferences Presented

Publications

Physics-Informed Neural Network Investigation of Thermal Transport in Rotating Anisotropic Porous Media (2026) – J. Thermal Sci. Eng. Appl.
Heat Transfer Enhancement in Magnetohydrodynamic Darcy-Brinkman Flow Through Anisotropic Porous Media With Viscous Dissipation Effects at the Entry (2026) – ASME J. Heat Mass Transfer
Effect of hydrodynamic and thermal anisotropy on convective heat transfer in a fluid saturated porous duct: A finite volume approach (2026) – Numer. Heat Transfer A
Neural network based thermal management of LTNE heat transfer in anisotropic porous media with exponential heat absorption (2026) – Int. Commun. Heat Mass
Development of magnetothermal convection through an anisotropic porous channel with entropy generation (2025) – Physics of Fluids
Physics Informed Neural Network Simulation of Steady Laminar Forced Convection in Anisotropic Porous Structures (2025) – ISHMT-ASTFE Conference
Development of Mixed Convection in an Inclined Anisotropic Porous Duct (2025) – ISHMT-ASTFE Conference
Impact of heat transfer in a duct composed of anisotropic porous material: A non-linear Brinkman-Forchheimer extended Darcy's model (2024) – Int. Commun. Heat Mass
Thermal enhancement of couple stress fluid flow through anisotropic porous media (2024) – Physics of Fluids

Contact

ra22mar2r02@student.nitw.ac.in

linkedin.com/in/rishavaich

rishavmaths.github.io

Department of Mathematics, NIT Warangal

About Me

Education

Ph.D. Applied Mathematics

M.Sc. Applied Mathematics

B.Sc. Mathematics (Hons.)

Research Metrics

0

4

9+

3

Publications

Technical Skills

Contact