publications

2024

1. 

   Photocatalytic nanoparticles in flow-through annular photoreactors for continuous selenate reduction in industrial wastewater

   Emile Milan, Aldrich Ngan, Jeffrey Watchorn, Zi Qi Chen, and 2 more authors

   Environmental Science: Nano, 2024

2. 

   Bench-Scale Microfluidic Manufacturing of Cross-Linked Polyester Microparticles

   Jack R Bufton, Darcy C Burns, Jeffrey Watchorn, Seoyeon Lee, and 1 more author

   ACS Applied Polymer Materials, 2024

3. 

   Investigating Molecular Interactions between Mucin and Contact Lens Thin Films Using Nuclear Magnetic Resonance

   Sheldon Mei, Jeffrey Watchorn, Matthew H Oliveira, Mohammad Nazeri, and 1 more author

   ACS Applied Polymer Materials, 2024

4. 

   dZiner: Rational Inverse Design of Materials with AI Agents

   Mehrad Ansari, Jeffrey Watchorn, Carla E Brown, and Joseph S Brown

   NeurIPS 2024, AI4Mat Workshop, 2024

5. 

   Lateral Assessment of Mucomimetic Hydrogels to Evaluate Correlation between Microscopic and Macroscopic Properties

   Kristina L Faurschou, Aaron J Clasky, Jeffrey Watchorn, Jennifer Tram Su, and 3 more authors

   Macromolecular Bioscience, 2024

6. 

   Towards the prediction of drug solubility in binary solvent mixtures at various temperatures using machine learning

   Zeqing Bao, Gary Tom, Austin Cheng, Jeffrey Watchorn, and 2 more authors

   Journal of Cheminformatics, 2024

2023

1. 

   Sizing up feature descriptors for macromolecular machine learning with polymeric biomaterials

   Samantha Stuart, Jeffrey Watchorn, and Frank X Gu

   npj Computational Materials, 2023

2. 

   An interpretable machine learning framework for modelling macromolecular interaction mechanisms with nuclear magnetic resonance

   Samantha Stuart^*, Jeffrey Watchorn^*, and Frank X Gu

   Digital Discovery, 2023

3. 

   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, and 2 more authors

   Journal of Materials Chemistry B, 2023

4. 

   Investigating the Fundamental Molecular Interactions Responsible for Polymer Mucoadhesion

   Jeffrey Darren Watchorn

   University of Toronto (Canada), 2023

2022

1. 

   Untangling mucosal drug delivery: engineering, designing, and testing nanoparticles to overcome the mucus barrier

   Jeffrey Watchorn^*, Aaron J Clasky^*, Gayatri Prakash, Ian AE Johnston, and 2 more authors

   ACS Biomaterials Science & Engineering, 2022

2. 

   Mechanistic influence of polymer species, molecular weight, and functionalization on mucin–polymer binding interactions

   Jeffrey Watchorn^*, Samantha Stuart^*, Darcy C Burns, and Frank X Gu

   ACS Applied Polymer Materials, 2022

2021

1. 

   From prevention to diagnosis and treatment: Biomedical applications of metal nanoparticle-hydrogel composites

   Aaron J Clasky^*, Jeffrey D Watchorn^*, Paul Z Chen, and Frank X Gu

   Acta biomaterialia, 2021

2. 

   Investigating the molecular mechanism of protein–polymer binding with direct saturation compensated nuclear magnetic resonance

   Jeffrey Watchorn, Darcy Burns, Samantha Stuart, and Frank X Gu

   Biomacromolecules, 2021