Faculty profile
Shirley Mills
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Read how they describe their research on their Carleton University profile.
Latest papers
Semi-analytical hierarchical Bayesian inference of nonlinear model structure in stochastic dynamics: Applied to compartmental models of infectious diseases.
PloS one · 2026
Comprehensive compartmental model and calibration algorithm for the study of clinical implications of the population-level spread of COVID-19: a study protocol.
BMJ open · 2022
Latest funding
- $250,000
A long-term predictive modeling and uncertainty quantification framework for covid-19 using novel machine learning algorithms
SSHRC · 2022 · Co-investigator
2 publications.
Semi-analytical hierarchical Bayesian inference of nonlinear model structure in stochastic dynamics: Applied to compartmental models of infectious diseases.
Robinson B, Bisaillon P, Sandhu R, Khalil M, Edwards JD, Kendzerska T, Walker T, Mills S, Pettit C, Poirel D, Sarkar A
Comprehensive compartmental model and calibration algorithm for the study of clinical implications of the population-level spread of COVID-19: a study protocol.
Robinson B, Edwards JD, Kendzerska T, Pettit CL, Poirel D, Daly JM, Ammi M, Khalil M, Taillon PJ, Sandhu R, Mills S, Mulpuru S, Walker T, Percival V, Dolean V, Sarkar A
A long-term predictive modeling and uncertainty quantification framework for covid-19 using novel machine learning algorithms
Principal investigators: Sarkar, Abhijit
Keywords: covid-19; machine learning; high performance computing; Bayesian inference; pandemic modeling
From public funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998 with their latest competition results, the Canada Foundation for Innovation, Genome Canada, the Canadian Space Agency, Canada Research Chairs, the Fonds de recherche du Québec, Ontario research funding, Michael Smith Health Research BC, the Canadian Cancer Society, Heart & Stroke and Brain Canada.
Frequent collaborators
- Dominique Poirel and Abhijit Sarkar: 25 shared papers
- Sunita Mulpuru and Tetyana Kendzerska: 18 shared papers
- Tetyana Kendzerska and Abhijit Sarkar: 5 shared papers
- Tetyana Kendzerska and Dominique Poirel: 3 shared papers
- Tetyana Kendzerska and Thomas Walker: 2 shared papers
- Tetyana Kendzerska and Shirley Mills: 2 shared papers
- Dominique Poirel and Thomas Walker: 2 shared papers
- Dominique Poirel and Shirley Mills: 2 shared papers
- Abhijit Sarkar and Thomas Walker: 2 shared papers
- Abhijit Sarkar and Shirley Mills: 2 shared papers
- Thomas Walker and Shirley Mills: 2 shared papers
- Sunita Mulpuru and Mehdi Ammi: 1 shared paper
- Sunita Mulpuru and Dominique Poirel: 1 shared paper
- Sunita Mulpuru and Valerie Percival: 1 shared paper
- Sunita Mulpuru and Shirley Mills: 1 shared paper
- Mehdi Ammi and Tetyana Kendzerska: 1 shared paper
- Mehdi Ammi and Dominique Poirel: 1 shared paper
- Mehdi Ammi and Valerie Percival: 1 shared paper
- Mehdi Ammi and Shirley Mills: 1 shared paper
- Tetyana Kendzerska and Valerie Percival: 1 shared paper
- Valerie Percival and Shirley Mills: 1 shared paper
- Environmental Engineering, Department of Civil and
- Department of Medicine
- School of Mathematics and Statistics
- Department of Mechanical and Aerospace Engineering
- School of Public Policy and Administration
- Norman Paterson School of International Affairs
Co-authors at Carleton University, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Dominique Poirel
Department of Mechanical and Aerospace Engineering
2 shared papers, latest 2026
Tetyana Kendzerska
Department of Medicine
2 shared papers, latest 2026
Abhijit Sarkar
Environmental Engineering, Department of Civil and
2 shared papers, latest 2026
Thomas Walker
Environmental Engineering, Department of Civil and
2 shared papers, latest 2026
Mehdi Ammi
School of Public Policy and Administration
1 shared papers, latest 2022
Valerie Percival
Norman Paterson School of International Affairs
1 shared papers, latest 2022
Sunita Mulpuru
Department of Medicine
1 shared papers, latest 2022
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Profile data last refreshed on September 29, 2026 from the university directory, publication records and public research funding records.