Faculty profile
Vinay Prasad
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Alberta directory, so their courses may be missing. Find their university profile.
Research
Latest papers
A Scalable and Generalizable Method to Minimize Solvent Interference in Identification of Chemical Reaction Networks from Spectroscopic Data.
Journal of chemical information and modeling · 2025 · senior author
Protocol to identify biomarkers in patients with post-COVID condition using multi-omics and machine learning analysis of human plasma.
STAR protocols · 2024
Identification of Reaction Network Hypotheses for Complex Feedstocks from Spectroscopic Measurements with Minimal Human Intervention.
The journal of physical chemistry. A · 2024 · senior author
Latest funding
- $100,000
Machine learning (ML) driven alloy design and wire arc additive manufacturing (WAAM) of Fe-based wear resistant overlays
NSERC · 2025 · Principal investigator
- $302,667
Optimization of recombinant protein antigen production using generalized, physics informed machine learning
NSERC · 2025 · Principal investigator
- $82,141
Small Scale High Pressure Grinding Rolls (HPGR) Energy & Sizing Method
NSERC · 2024 · Co-investigator
12 publications.
A Scalable and Generalizable Method to Minimize Solvent Interference in Identification of Chemical Reaction Networks from Spectroscopic Data.
Singh K, Srinivasan K, Sun Z, Liu J, Prasad V
Protocol to identify biomarkers in patients with post-COVID condition using multi-omics and machine learning analysis of human plasma.
Khoramjoo M, Srinivasan K, Wang K, Wishart D, Prasad V, Oudit GY
Identification of Reaction Network Hypotheses for Complex Feedstocks from Spectroscopic Measurements with Minimal Human Intervention.
Srinivasan K, Puliyanda A, Prasad V
Plasma taurine level is linked to symptom burden and clinical outcomes in post-COVID condition.
Khoramjoo M, Wang K, Srinivasan K, Gheblawi M, Mandal R, Rousseau S, Wishart D, Prasad V, Richer L, Cheung AM, Oudit GY
Sequential multi-omics analysis identifies clinical phenotypes and predictive biomarkers for long COVID.
Wang K, Khoramjoo M, Srinivasan K, Gordon PMK, Mandal R, Jackson D, Sligl W, Grant MB, Penninger JM, Borchers CH, Wishart DS, Prasad V, Oudit GY
How Can (or Why Should) Process Engineering Aid the Screening and Discovery of Solid Sorbents for CO2 Capture?
Rajendran A, Subraveti SG, Pai KN, Prasad V, Li Z
Can a computer "learn" nonlinear chromatography?: Physics-based deep neural networks for simulation and optimization of chromatographic processes.
Subraveti SG, Li Z, Prasad V, Rajendran A
Structure-Preserving Joint Non-negative Tensor Factorization to Identify Reaction Pathways Using Bayesian Networks.
Puliyanda A, Sivaramakrishnan K, Li Z, de Klerk A, Prasad V
Comparison of three multi-cryoprotectant loading protocols for vitrification of porcine articular cartilage.
Wu K, Shardt N, Laouar L, Chen Z, Prasad V, Elliott JAW, Jomha NM
Optimization of CO₂ fixation by Chlorella kessleri cultivated in a closed raceway photo-bioreactor.
Kasiri S, Ulrich A, Prasad V
Machine learning (ML) driven alloy design and wire arc additive manufacturing (WAAM) of Fe-based wear resistant overlays
Principal investigators: Prasad, Vinay
Keywords: Materials sciences; Materials performance
Optimization of recombinant protein antigen production using generalized, physics informed machine learning
Principal investigators: Prasad, Vinay
Keywords: Biomedical engineering; Human pharmaceuticals
Small Scale High Pressure Grinding Rolls (HPGR) Energy & Sizing Method
Principal investigators: Sadri, Farzaneh F
Keywords: energy efficiency; grinding; high pressure grinding rolls; mechanistic model; minerals processing; mining industry; modelling; sizing method
Generalized method for real time in situ measurement of froth quality
Principal investigators: Prasad, Vinay V
Keywords: convolutional neural network; froth quality; machine learning; machine vision; real time estimation; soft sensor; spectroscopy
Bitumen froth wash lab study
Principal investigators: Liu, Qi Q
Keywords: Bitumen extraction; Bitumen froth; Entrainment; Froth wash; Mineral solids; Oil sands; Paraffinic froth treatment
Altering biomass recalcitrance to enable its at-source fractionation: Combining genetic engineering and computational modeling
Principal investigators: Mushrif, Samir
Keywords: molecular modeling; genetic engineering; decentralized biomass fractionation; bioinformatics; machine learning; chemical treatment; agricultural residues; computational and theoretical chemistry; plant biotechnology
Multi-sensor Dean Stark alternative for online bitumen/solids/water estimation
Principal investigators: Prasad, Vinay
An integrated approach to discovery and optimal operation in process and reaction engineering
Principal investigators: Prasad, Vinay
Keywords: Bayesian estimation; cheminformatics; chemometrics; complex dynamic systems; data fusion; machine learning; model predictive control; network-based methods; optimization; reaction engineering
Data analytic approach for calibration of online photovoltaic cell metrology
Principal investigators: Prasad, Vinay
Energi simulation industrial research consortium in reservoir geomechanics
Principal investigators: Chalaturnyk, Richard RJ
Keywords: field-scale rg behavior; pore to core-scale; reservoir geomechanical modeling; reservoir geomechanics (rg); reservoir management & optimization; reservoir-scale geomechanics
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
Frequent collaborators
- Zukui Li and Vinay Prasad: 3 shared papers
- David Wishart and Vinay Prasad: 2 shared papers
- Arvind Rajendran and Zukui Li: 2 shared papers
- Arvind Rajendran and Vinay Prasad: 2 shared papers
- David Wishart and Simon Rousseau: 1 shared paper
- David Wishart and Lawrence Richer: 1 shared paper
- Simon Rousseau and Lawrence Richer: 1 shared paper
- Simon Rousseau and Vinay Prasad: 1 shared paper
- Lawrence Richer and Vinay Prasad: 1 shared paper
- Jing Liu and Vinay Prasad: 1 shared paper
- Yang Liu and Vinay Prasad: 1 shared paper
- Arno De Klerk and Zukui Li: 1 shared paper
- Arno De Klerk and Vinay Prasad: 1 shared paper
- Vinay Prasad and Ania Ulrich: 1 shared paper
- Chemical and Materials Engineering
- Civil and Environmental Engineering
- Biological Sciences
- Chemical & Materials Engineering
- Medicine
- Other
Co-authors at University of Alberta, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
Zukui Li
Chemical and Materials Engineering
3 shared papers, latest 2023
Arvind Rajendran
Chemical and Materials Engineering
2 shared papers, latest 2023
David Wishart
Biological Sciences
2 shared papers, latest 2024
Ania Ulrich
Civil and Environmental Engineering
1 shared papers, latest 2015
Jing Liu
Chemical & Materials Engineering
1 shared papers, latest 2025
Simon Rousseau
Faculty
1 shared papers, latest 2024
Yang Liu
Civil and Environmental Engineering
1 shared papers, latest 2015
Arno De Klerk
Chemical and Materials Engineering
1 shared papers, latest 2021
Lawrence Richer
Medicine
1 shared papers, latest 2024
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