Rate My Professor Sumeetpal Singh

Professor Sumeetpal Singh holds the Tibra Foundation Chair in Mathematical Sciences and serves as Professor in the School of Mathematics and Applied Statistics at the University of Wollongong, having joined the institution in January 2023. Prior to this appointment, he was Professor of Engineering Statistics and Head of the Signal Processing and Communications Group in the Department of Engineering at the University of Cambridge from March 2007 to January 2023. During his tenure at Cambridge, Singh also served as a Fellow and Director of Studies at Churchill College and as a Faculty Fellow at the Alan Turing Institute in the United Kingdom. He completed his PhD at the University of Melbourne in December 2002. Singh is actively involved with the National Institute for Applied Statistics Research Australia (NIASRA), particularly its Centre for Environmental Informatics.

Singh's research specializations include Bayesian statistics, probabilistic machine learning, computational statistics, sequential Monte Carlo methods, Markov chain Monte Carlo, reinforcement learning, mathematical statistics, and time-series analysis. His contributions focus on developing novel Bayesian frameworks for complex spatio-temporal processes using advanced neural-network techniques. Key publications include "Forward Smoothing using Sequential Monte Carlo" (Del Moral, Doucet, and Singh, 2010), "Improved Probability Hypothesis Density (PHD) Filter for Multitarget Tracking" (Panta, Vo, and Singh, 2005), "Integrated Voice/Data Call Admission Control for Wireless DS-CDMA Systems" (Singh, Krishnamurthy, and Poor, 2002), and the recent "Spatio-temporal Modeling and Forecasting with Fourier Neural Operators" (Nag, Zammit-Mangion, Singh, and Cressie, 2026). Singh has earned major honors such as the Fifth Akaike Memorial Lecture Award in 2024. He has secured significant funding, including a $1.25 million endowment for his Tibra Foundation Chair and an Australian Research Council Discovery Project grant of $607,109 for "Faster AI for Real-World Decisions" in 2025. Furthermore, he holds editorial roles, including Associate Editor for the Annals of Applied Probability, and committee positions such as membership in the East Asian Pacific Regional Committee of the Bernoulli Society. His work has profoundly influenced computational methods in engineering, physical sciences, natural sciences, and environmental informatics.