DrSourav Das
Senior Lecturer
School of Elec Eng, Comp and Math Sci (EECMS)
BIOGRAPHY AND RESEARCH IMPACT
I am a Senior Lecturer in statistics and data science with varied and interdisciplinary interests in applied and methodological statistics. My research expertise are in methodology and applications of statistical analysis of time series and spatial processes. I investigate natural events that evolve over space and time. Of particular interest are landslides, tropical cyclones, river flow, and diseases. The statistical problems are wide rannging and complex.
Students are our core research strength. Mr. Yihong Mei recently won a national summer research scholarship (https://amsi.org.au/) to investigate differences in characteristic features of polar ice reduction. I am looking for students to compete for PhD scholarships internally and nationally. If you are interested please see below.
Current Interests
My immediate interests fall into the following categories-
Statistical Methodology
Modelling of spatial and temporal covariance structures.
Computationally and statistically efficient models for natural hazards.
Interface of maximum likelihood and interpretable machine learning algorithms for streaming data.
Applications
Algorithms for landslide monitoring.
Methods for detecting structural changes in neurological time series.
Statistical variation in river flow and tropical cyclones.
Spatial variation in tropical ecological process.
Spatial epidemiology for infectious diseases and mental health.
Students are our core research strength. Mr. Yihong Mei recently won a national summer research scholarship (https://amsi.org.au/) to investigate differences in characteristic features of polar ice reduction. I am looking for students to compete for PhD scholarships internally and nationally. If you are interested please see below.
Current Interests
My immediate interests fall into the following categories-
Statistical Methodology
Modelling of spatial and temporal covariance structures.
Computationally and statistically efficient models for natural hazards.
Interface of maximum likelihood and interpretable machine learning algorithms for streaming data.
Applications
Algorithms for landslide monitoring.
Methods for detecting structural changes in neurological time series.
Statistical variation in river flow and tropical cyclones.
Spatial variation in tropical ecological process.
Spatial epidemiology for infectious diseases and mental health.
ACADEMIC POSITIONS
- Senior LecturerJames Cook University, Townsville, Australia4 Mar 2019 - 15 Nov 2023
- Post Doctoral Research AssociateUniversity of Bristol, Bristol, United Kingdom20 Apr 2015 - 17 Feb 2017
- Research FellowNational University of Singapore, Singapore, Singapore8 Apr 2012 - 10 Apr 2015
DEGREES
- PhD, StatisticsUniversity of Manchester, United Kingdom27 Sep 2007 - 1 Aug 2011
- M.Sc., StatisticsIndian Institute of Technology, Kanpur, Kanpur, India30 Apr 2003 - 30 Apr 2005
LANGUAGES
- EnglishCan read, write, speak, understand and peer review
- BengaliCan read, write, speak and understand
- HindiCan read, write, speak and understand
ROLE
- Staff
SUPERVISOR LEVEL
- Level 2 (Co-Supervisor): Provides supporting supervision and subject-matter expertise alongside the primary supervisor.
FIELDS OF RESEARCH
- 3009 - Veterinary sciences
- 3202 - Clinical sciences
- 3709 - Physical geography and environmental geoscience
- 3802 - Econometrics
- 4003 - Biomedical engineering
- 4013 - Geomatic engineering
- 4101 - Climate change impacts and adaptation
- 4106 - Soil sciences
- 4202 - Epidemiology
- 4203 - Health services and systems
- 4905 - Statistics
DEPARTMENT
- School of Elec Eng, Comp and Math Sci (EECMS)