This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Manitoba directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
GraphBAN: An inductive graph-based approach for enhanced prediction of compound-protein interactions.
Nature communications · 2025
ABT-MPNN: an atom-bond transformer-based message-passing neural network for molecular property prediction.
Journal of cheminformatics · 2023
A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery.
PLoS computational biology · 2022
Latest funding
- $87,000
Mechanistic Studies and Method Development in Asymmetric Organocatalysis
NSERC · 2022 · Principal investigator
- $25,000
Examination of the Factors Influencing Boron-Mediated Cleavage of Inert C-O Bonds
NSERC · 2022 · Principal investigator
- $799,425
Identification of novel antibiotic molecules by chemogenetic analysis and machine learning
CIHR · 2019 · Co-investigator
7 publications.
GraphBAN: An inductive graph-based approach for enhanced prediction of compound-protein interactions.
Hadipour H, Li YY, Sun Y, Deng C, Lac L, Davis R, Cardona ST, Hu P
ABT-MPNN: an atom-bond transformer-based message-passing neural network for molecular property prediction.
Liu C, Sun Y, Davis R, Cardona ST, Hu P
A machine learning model trained on a high-throughput antibacterial screen increases the hit rate of drug discovery.
Rahman ASMZ, Liu C, Sturm H, Hogan AM, Davis R, Hu P, Cardona ST
Deep clustering of small molecules at large-scale via variational autoencoder embedding and K-means.
Hadipour H, Liu C, Davis R, Cardona ST, Hu P
Deep learning-driven prediction of drug mechanism of action from large-scale chemical-genetic interaction profiles.
Liu C, Hogan AM, Sturm H, Khan MW, Islam MM, Rahman ASMZ, Davis R, Cardona ST, Hu P
A vinylogous Norrish reaction as a strategy for light-mediated ring expansion.
Gorobets E, Papatzimas JW, Dourado J, Yousefalizadeh G, Lee J, Brownsey DK, Stamplecoskie K, Davis R, Derksen DJ
Biochemistry of fluoroprolines: the prospect of making fluorine a bioelement.
Kubyshkin V, Davis R, Budisa N
Mechanistic Studies and Method Development in Asymmetric Organocatalysis
Principal investigators: Davis, Rebecca
Keywords: asymmetric organocatalysis; reaction mechanisms; organocatalytic method development; physical organic chemistry; catalyst design; computational chemistry; asymmetric synthesis
Examination of the Factors Influencing Boron-Mediated Cleavage of Inert C-O Bonds
Principal investigators: Davis, Rebecca RL
Identification of novel antibiotic molecules by chemogenetic analysis and machine learning
Principal investigators: Cardona, Silvia T
Keywords: Antibiotic Discovery; Artificial Intelligence; Bacteria; Bar-Seq; Chemogenetics; Chemoinformatics; Crispri; Essential Genes; Gram-Negative Bacteria; Machine Learning
Design of new Asymmetric, Ion Pairing Catalysis and Reactions
Principal investigators: Davis, Rebecca
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
- Pingzhao Hu and Rebecca Davis: 5 shared papers
- Rebecca Davis and Nediljko Budisa: 1 shared paper
- Rebecca Davis and Kevin Stamplecoskie: 1 shared paper
- Chemistry
- Biostatistics Division
Co-authors at University of Manitoba, colored by department. Thicker lines mean more shared papers; select anyone to open their profile and their own map.
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.