Muhammad Mahmudul Hasan

Welcome to my website

Muhammad is a Postdoctoral research fellow at LEEP, working under the supervision of Professor Daniel Williamson, Professor Brett Day, Professor Alex Diaz (UCL), and Dr Amy Binner for the project ADD-TREES: AI-elevated Decision-support via Digital Twins for Restoring and Enhancing Ecosystem Services. He was awarded a PhD in Mathematical Sciences (Statistics Group) from Durham University under the supervision of Dr Jonathan Cumming, and Professor Ian Vernon with the prestigious Durham Doctoral Scholarship.

His research interests include uncertainty quantification and decision-making for computer models of complex physical systems, often involving developing emulators via Deep Gaussian processes & Bayes linear methods. The real fun of his research is performing the model calibration (history matching) while introducing clever techniques of high dimensionality to learn about the historical data.

Email: mahmudul.sta@du.ac.bd

Before joining Exeter, Muhammad worked as a Lecturer and an Assistant Professor of Statistics in the Department of Statistics at the University of Dhaka, Bangladesh.

Education

2019-2023 Ph.D. (Candidate), Durham University, United Kingdom in Mathematical Sciences.

Thesis title: Bayesian Approaches of Emulation for a Complex Computer Simulator.

2015 Master of Science, Department of Statistics, University of Dhaka, Bangladesh.

Thesis title: Causality among Export, GSP and Production in RMG Sector: A VECM approach.

2014 Bachelor of Science, Department of Statistics, University of Dhaka, Bangladesh .

Report title: Statistical tools for analyzing the impacts of rural electrification in Bangladesh.

2008 HSC (Higher Secondary School Certificate) , Notre Dame College, Dhaka, Bangladesh.

2006 SSC (Secondary School Certificate) , Al Amin Academy, Chandpur, Bangladesh.

Professional Experiences

2019-Ongoing (on leave) Assistant Professor, Department of Statistics, University of Dhaka, Bangladesh

2019-Ongoing Teaching Assistant, Mathematical Sciences, Durham University, United Kingdom

2016-2019 Lecturer, Department of Statistics, University of Dhaka, Bangladesh

2016 Research Assistant, International Centre for Diarrhoeal Disease Research, Bangladesh

2015 Management Trainee Officer, Impress Group, Bangladesh