Shivam Singh Dhama
Shivam Singh Dhama
Welcome! I am a Postdoctoral Associate Lecturer in the Department of Mathematics and Statistics at Boston University, working with Prof. Konstantinos Spiliopoulos and Prof. Solesne Bourguin, LAMA, Université Gustave Eiffel, France. My research interests lie broadly in Probability Theory and Stochastic Analysis, with a particular focus on stochastic differential equations, Malliavin calculus, quantitative limit theorems, continuous-time stochastic gradient descent, McKean–Vlasov systems, and interacting particle systems. I am especially interested in understanding the long-time and fluctuation behavior of stochastic systems and in developing connections between stochastic analysis and machine learning.
Education:
Ph.D. in Mathematics, Indian Institute of Technology Gandhinagar (IIT Gandhinagar), Gujarat, India
Thesis Title: Asymptotic analysis of controlled dynamical systems with small random noise and fast sampling. (Thesis Abstract)
Advisor: Prof. Chetan D. Pahlajani, Department of Mathematics, IIT Gandhinagar.
Thesis defended: February 08, 2023.
M.Sc. Mathematics, IIT Gandhinagar, Gujarat, India.
B.Sc. (PCM), Chaudhary Charan Singh University, Meerut, U.P., India.