Jeffrey Watchorn
About
Publications
Resume
Publications
Selected work is on the
about page
. Full list below, newest first.
2026
RAISE: a self-driving laboratory for interfacial property formulation discovery
Mohammad Nazeri*, Sheldon Mei*,
Jeffrey Watchorn*
, Alex Zhang, Erin Ng, Tao Wen, Abhijoy Mandal, Kevin Golovin, Alán Aspuru-Guzik, Frank Gu
Digital Discovery, 2026
2025
Leveraging flexible pipette-based tool changes to transform liquid handling systems into dual-function sample preparation and imaging platforms
Mohammad Nazeri,
Jeffrey Watchorn
, Sheldon Mei, Alex Zhang, Christine Allen, Frank Gu
HardwareX, 2025
2024
Towards the prediction of drug solubility in binary solvent mixtures at various temperatures using machine learning
Zeqing Bao, Gary Tom, Austin Cheng,
Jeffrey Watchorn
, Alán Aspuru-Guzik, Christine Allen
Journal of Cheminformatics, 2024
Lateral Assessment of Mucomimetic Hydrogels to Evaluate Correlation between Microscopic and Macroscopic Properties
Kristina L Faurschou, Aaron J Clasky,
Jeffrey Watchorn
, Jennifer Tram Su, Nancy T Li, Alison P McGuigan, Frank X Gu
Macromolecular Bioscience, 2024
dZiner: Rational Inverse Design of Materials with AI Agents
Mehrad Ansari,
Jeffrey Watchorn
, Carla E Brown, Joseph S Brown
NeurIPS 2024, AI4Mat Workshop, 2024
Investigating Molecular Interactions between Mucin and Contact Lens Thin Films Using Nuclear Magnetic Resonance
Sheldon Mei,
Jeffrey Watchorn
, Matthew H Oliveira, Mohammad Nazeri, Frank X Gu
ACS Applied Polymer Materials, 2024
Bench-Scale Microfluidic Manufacturing of Cross-Linked Polyester Microparticles
Jack R Bufton, Darcy C Burns,
Jeffrey Watchorn
, Seoyeon Lee, Christine Allen
ACS Applied Polymer Materials, 2024
Photocatalytic nanoparticles in flow-through annular photoreactors for continuous selenate reduction in industrial wastewater
Emile Milan, Aldrich Ngan,
Jeffrey Watchorn
, Zi Qi Chen, Aaron J Clasky, Frank Gu
Environmental Science: Nano, 2024
2023
Investigating the Fundamental Molecular Interactions Responsible for Polymer Mucoadhesion
Jeffrey Darren Watchorn
PhD thesis, University of Toronto, 2023
Transfer-based nuclear magnetic resonance uncovers unique mechanisms for protein–polymer and protein–nanoparticle binding behavior
Jeffrey Watchorn*
, Samantha Stuart*, Aaron J Clasky, Matthew H Oliveira, Darcy C Burns, Frank X Gu
Journal of Materials Chemistry B, 2023
An interpretable machine learning framework for modelling macromolecular interaction mechanisms with nuclear magnetic resonance
Samantha Stuart*,
Jeffrey Watchorn*
, Frank X Gu
Digital Discovery, 2023
Sizing up feature descriptors for macromolecular machine learning with polymeric biomaterials
Samantha Stuart,
Jeffrey Watchorn
, Frank X Gu
npj Computational Materials, 2023
2022
Mechanistic influence of polymer species, molecular weight, and functionalization on mucin–polymer binding interactions
Jeffrey Watchorn*
, Samantha Stuart*, Darcy C Burns, Frank X Gu
ACS Applied Polymer Materials, 2022
Untangling mucosal drug delivery: engineering, designing, and testing nanoparticles to overcome the mucus barrier
Jeffrey Watchorn*
, Aaron J Clasky*, Gayatri Prakash, Ian AE Johnston, Paul Z Chen, Frank X Gu
ACS Biomaterials Science & Engineering, 2022
2021
Investigating the molecular mechanism of protein–polymer binding with direct saturation compensated nuclear magnetic resonance
Jeffrey Watchorn
, Darcy Burns, Samantha Stuart, Frank X Gu
Biomacromolecules, 2021
From prevention to diagnosis and treatment: Biomedical applications of metal nanoparticle-hydrogel composites
Aaron J Clasky*,
Jeffrey D Watchorn*
, Paul Z Chen, Frank X Gu
Acta Biomaterialia, 2021