“In theory, there is no difference between theory and practice. But in practice, there is.”

                                                                                                                                                                                        -Yogi Berra

About Me

I am a PhD Candidate (Senior Research Fellow) in the Department of Mathematics at SVNIT, Surat, India. I am currently pursuing my doctoral research under the mentorship of Dr. Saroj R. Yadav.

My research is uniquely positioned at the intersection of Applied Mathematics (Fluid Mechanics) and Scientific Machine Learning. I am primarily focused on the development of physics-based machine learning algorithms. My objective is to design novel computational frameworks that significantly enhance the convergence rates and accuracy of numerical solutions.

I am currently exploring the potential of physics-based information to drive Scientific Machine Learning in scenarios where data is limited or unavailable. My work focuses on replacing the need for large datasets with physical laws, allowing models to learn effectively even in data-scarce environments.

Eduaction

• Doctor of Philosophy (Ph.D.), Mathematics (Pursuing), Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India. (An Institute of National Importance under the Government of India) June 2022 – Present

• Master of Science (M.Sc.), Mathematics, Dr. B. R. Ambedkar National Institute of Technology (NIT), Jalandhar, India. (An Institute of National Importance under the Government of India) 2019 – 2021

• Bachelor of Science (B.Sc.), Mathematics, Hemchandracharya North Gujarat University (HNGU), Gujarat, India. 2016-2019