Mustafa Mohamad, University of Calgary

Research

active learning Bayesian modeling and computation data-driven prediction experimental design high-dimensional dynamical systems machine learning in complex physical systems multi-scale modelling sensor orchestration

Latest funding

Decision Making in High-Dimensional Engineering Systems through Adaptive Data Acquisition and Low-Rank Surrogate Models
NSERC · 2023 · Principal investigator
$64,000
Decision Making in High-Dimensional Engineering Systems through Adaptive Data Acquisition and Low-Rank Surrogate Models
NSERC · 2023 · Principal investigator
$12,500
Novel Data-Driven Analytic Techniques for Active Combustion Instabilities Control in Next-Generation Methane/Hydrogen Power Systems
NSERC · 2023 · Co-investigator
$100,000

All 3 grants and awards

Decision Making in High-Dimensional Engineering Systems through Adaptive Data Acquisition and Low-Rank Surrogate Models

Principal investigatorNSERC2023Discovery Grants Program - Individual

Principal investigators: Mohamad, Mustafa

Keywords: bayesian modeling and computation; experimental design; uncertainty quantification; high-dimensional dynamical systems; active learning; sequential decision making; machine learning in complex physical systems; multi-scale modelling; data-driven prediction; sensor orchestration

$64,000

Decision Making in High-Dimensional Engineering Systems through Adaptive Data Acquisition and Low-Rank Surrogate Models

Principal investigatorNSERC2023Discovery Launch Supplement

Principal investigators: Mohamad, Mustafa

$12,500

Novel Data-Driven Analytic Techniques for Active Combustion Instabilities Control in Next-Generation Methane/Hydrogen Power Systems

Co-investigatorNSERC2023Alliance Grants

Principal investigators: Fang, XiaoHang XF

Keywords: combustion instabilities; computational fluid dynamics; data driven method; hydrogen combustion; numerical methods for fluid mechanic; reduced order models

$100,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Applying for

Mention their NSERC grant from 2023

Subject: Prospective PhD student: active learning Dear Professor Mohamad, My name is [your name], and I am a [your current degree or role] at [your institution]. I am applying for a PhD position starting in [term and year]. Your research on active learning connects closely to my own work on [your research topic]. [One or two sentences on what you did and what you learned.] I also saw your NSERC-funded project "Decision Making in High-Dimensional Engineering Systems through Adaptive Data Acquisition and Low-Rank Surrogate Models" (2023), and I would be glad to contribute to work in that direction. Are you accepting new PhD students for [term and year]? I have attached my CV and transcripts, and I would be glad to talk at a time that suits you. Thank you for your time. Kind regards, [your name]