Emmanuel Lorin, Carleton University

Research

scientific machine learning numerical analysis neural networks optimization statistical learning eigenvalue and evolution problems for quantum wave operators dirac and schroedinger equations mathematical physics

Latest papers

Estimation of COVID-19 recovery and decease periods in Canada using delay model.
Scientific reports · 2021 · senior author
Distribution of incubation periods of COVID-19 in the Canadian context.
Scientific reports · 2021 · senior author
Numerical quasiconformal transformations for electron dynamics on strained graphene surfaces.
Physical review. E · 2021

All 3 publications

Latest funding

Scientific machine learning for multiscale and high-dimensional quantum wave operators and equations. From mathematical foundations to applications.
NSERC · 2024 · Principal investigator
$34,000
Mathematical and numerical analysis for quantum wave equations: from theory to applications
NSERC · 2018 · Principal investigator
$108,000

All 2 grants and awards

3 publications.

01

Estimation of COVID-19 recovery and decease periods in Canada using delay model.

Paul S, Lorin E

Scientific reports2021Senior author

DOI: 10.1038/s41598-021-02982-w PMID: 34887456

02

Distribution of incubation periods of COVID-19 in the Canadian context.

Paul S, Lorin E

Scientific reports2021Senior author

DOI: 10.1038/s41598-021-91834-8 PMID: 34131198

03

Numerical quasiconformal transformations for electron dynamics on strained graphene surfaces.

Fillion-Gourdeau F, Lorin E, MacLean S

Physical review. E2021

DOI: 10.1103/physreve.103.013312 PMID: 33601536

Scientific machine learning for multiscale and high-dimensional quantum wave operators and equations. From mathematical foundations to applications.

Principal investigatorNSERC2024Discovery Grants Program - Individual

Principal investigators: Lorin, Emmanuel

Keywords: scientific machine learning; numerical analysis; neural networks; optimization; statistical learning; eigenvalue and evolution problems for quantum wave operators; dirac and schroedinger equations; mathematical physics; partial differential equations

$34,000

Mathematical and numerical analysis for quantum wave equations: from theory to applications

Principal investigatorNSERC2018Discovery Grants Program - Individual

Principal investigators: Lorin, Emmanuel

$108,000

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

Write to this professor

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Applying for

Paper to mentionMention their NSERC grant from 2024

Subject: Prospective PhD student: scientific machine learning Dear Professor Lorin, 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]. I read your paper "Estimation of COVID-19 recovery and decease periods in Canada using delay model." (2021), and it 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 "Scientific machine learning for multiscale and high-dimensional quantum wave operators and equations. From mathematical foundations to applications." (2024), 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]