Eldad Haber, University of British Columbia

Research

Control Deep Neural Networks Dynamical Systems Inverse Problems Partial Differential Equations

Latest papers

Protein Design Using Physics Informed Neural Networks.
Biomolecules · 2023 · senior author
A Soft Labeling Approach to Develop Automated Algorithms that Incorporate Uncertainty in Pulmonary Opacification on Chest CT using COVID-19 Pneumonia.
Academic radiology · 2022
Mimetic Neural Networks: A Unified Framework for Protein Design and Folding.
Frontiers in bioinformatics · 2022

All 5 publications

Latest funding

Precision Radiopharmaceutical Therapies with Theranostic Digital Twins
CIHR · 2024 · Co-investigator
$906,525
Physics Based Architectures for Deep Neural Networks
NSERC · 2019 · Principal investigator
$222,000
Physics Based Architectures for Deep Neural Networks
NSERC · 2019 · Principal investigator
$120,000

All 6 grants and awards

5 publications.

01

Protein Design Using Physics Informed Neural Networks.

Omar SI, Keasar C, Ben-Sasson AJ, Haber E

Biomolecules2023Senior author

DOI: 10.3390/biom13030457 PMID: 36979392

02

A Soft Labeling Approach to Develop Automated Algorithms that Incorporate Uncertainty in Pulmonary Opacification on Chest CT using COVID-19 Pneumonia.

Lensink K, Lo FJ, Eddy RL, Law M, Laradji I, Haber E, Nicolaou S, Murphy D, Parker WA

Academic radiology2022

DOI: 10.1016/j.acra.2022.03.025 PMID: 35490114

03

Mimetic Neural Networks: A Unified Framework for Protein Design and Folding.

Eliasof M, Boesen T, Haber E, Keasar C, Treister E

Frontiers in bioinformatics2022

DOI: 10.3389/fbinf.2022.715006 PMID: 36304270

04

GlymphVIS: Visualizing Glymphatic Transport Pathways Using Regularized Optimal Transport.

Elkin R, Nadeem S, Haber E, Steklova K, Lee H, Benveniste H, Tannenbaum A

Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention2018

DOI: 10.1007/978-3-030-00928-1_95 PMID: 30906935

05

Automatic Alignment of Myocardial Perfusion Images With Contrast-Enhanced Cardiac Computed Tomography.

Faber TL, Santana CA, Piccinelli M, Nye JA, Votaw JR, Garcia EV, Haber E

IEEE transactions on nuclear science2011Senior author

DOI: 10.1109/tns.2011.2163526 PMID: 24825924

Precision Radiopharmaceutical Therapies with Theranostic Digital Twins

Co-investigatorCIHR2024Project Grant

Principal investigators: Uribe, Carlos F; Beauregard, Jean-Mathieu; Benard, Francois; Rahmim, Arman

Keywords: Artificial Intelligence; Dosimetry; Dynamic Pet; Molecular Imaging; Personalized Medicine; Physiologically Based Radiopharmacokinetic Models; Quantitative Spect And Pet; Radiopharmaceutical Therapies; Theranostic Digital Twins; Theranostics

$906,525

Physics Based Architectures for Deep Neural Networks

Principal investigatorNSERC2019Discovery Grants Program - Individual

Principal investigators: Haber, Eldad

Keywords: Control; Deep Neural Networks; Dynamical Systems; Inverse Problems; Partial Differential Equations

$222,000

Physics Based Architectures for Deep Neural Networks

Principal investigatorNSERC2019Discovery Grants Program - Accelerator Supplements

Principal investigators: Haber, Eldad

$120,000

NSERC Industrial Research Chair in Advanced Computational Methods for Geophysical Electromagnetics Modeling, Inversion and Integration

Principal investigatorNSERC2014Industrial Research Chairs

Principal investigators: Haber, Eldad

$675,000

Computation and visualization in pure and applied mathematics

Co-investigatorNSERC2010Research Tools and Instruments - Category 1 (<$150,000)

Principal investigators: Doebeli, Michael

$48,530

NSERC/ Barrick/Xstrata/TeckCominco/Newmont/Vale Industrial Research Chair in Computational Geoscience

Principal investigatorNSERC2008Industrial Research Chairs

Principal investigators: Haber, Eldad

$999,400

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 2019

Subject: Prospective PhD student: Control Dear Professor Haber, 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 "Protein Design Using Physics Informed Neural Networks." (2023), 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 "Physics Based Architectures for Deep Neural Networks" (2019), 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]