JK
Joseph Kwon
Principal Investigator
The Ohio State University
I'm working on
8 months ago
Computational chemistry and crystallization modeling
About
Joseph Kwon combines machine learning with thermodynamics and first‑principles population balance modeling to predict molecular properties and crystal size distributions. The goal is faster, data‑guided pharmaceutical process development and robust property prediction across complex chemical systems.
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The Ohio State University
Multiscale modeling framework for organic acidification in food processing
A multiscale modeling framework to predict organic acid diffusion and pH evolution in food inclusions, aiding manufacturers in optimizing acidification processes by providing actionable operating conditions for various a...
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The Ohio State University
ML-guided enhancement of Brazilian cocoa butter crystallization
A data-driven crystal-engineering approach using machine learning to enhance Brazilian cocoa butter crystallization, improving texture and compatibility with standard chocolate-making processes.
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The Ohio State University
Holistic hybrid modeling framework for food manufacturing process simulation
A novel hybrid modeling framework that combines physics-based models with machine learning to simulate and optimize food manufacturing processes, enhancing product quality and reducing trial-and-error.
TechnologyIn developmentUniversity
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