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4 results in Authors: Alex Chew

Fast Predictions of Liquid-Phase Acid-Catalyzed Reaction Rates Using Molecular Dynamics Simulations and Convolutional Neural Networks

Alex Chew, Shengli Jiang, Weiqi Zhang, Victor Zavala, Reid Van Lehn

Version 2 posted 04 May 2020

804

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Materials Science

Leveraging High-throughput Molecular Simulations and Machine Learning for Formulation Design

Alex K. Chew, Mohammad Atif Faiz Afzal, Zach Kaplan, Eric M. Collins, Suraj Gattani, Mayank Misra, Anand Chandrasekaran, Karl Leswing, Mathew D. Halls

Version 3 posted 11 November 2024

1,092

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Chemical Engineering and Industrial Chemistry

Advancing Material Property Prediction: Using Physics-Informed Machine Learning Models for Viscosity

Alex K. Chew, Matthew Sender, Zachary Kaplan, Anand Chandrasekaran, Jackson Chief Elk, Andrea R. Browning, H. Shaun Kwak, Mathew D. Halls, Mohammad Atif Faiz Afzal

Version 2 posted 17 January 2024

1,420

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Chemical Engineering and Industrial Chemistry

Topological Analysis of Molecular Dynamics Simulations using the Euler Characteristic

Alexander Smith, Spencer Runde, Alex Chew, Atharva Kelkar, Utkarsh Maheshwari, Reid Van Lehn, Victor Zavala

Version 2 posted 01 November 2022

1,089

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