Editorial: Driving Innovation in Organic Optoelectronic Materials With Physics-Based and Machine-Learning De Novo Methods 著者: Paul Winget, Mathew D. Halls, Rafael Gómez-Bombarelli, Chihaya Adachi

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Molecular-Scale Exploration of Mechanical Properties and Interactions of Poly(lactic acid) with Cellulose and Chitin 著者: Paulo G. M. Mileo, Caroline M. Krauter, Jeffrey M. Sanders, Andrea R. Browning, Mathew D. Halls

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Development of scalable and generalizable machine learned force field for polymers 著者: Shaswat Mohanty, James Stevenson, Andrea R. Browning, Leif Jacobson, Karl Leswing, Mathew D. Halls, Mohammad Atif Faiz Afzal

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Virtual screening of electron acceptor materials for organic photovoltaic applications 著者: Mathew D Halls, Peter J Djurovich, David J Giesen, Alexander Goldberg, Jonathan Sommer, Eric McAnally, Mark E Thompson

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Design of Organic Electronic Materials With a Goal-Directed Generative Model Powered by Deep Neural Networks and High-Throughput Molecular Simulations 著者: H. Shaun Kwak, Yuling An, David J. Giesen, Thomas F. Hughes, Christopher T. Brown, Karl Leswing, Hadi Abroshan, Mathew D. Halls

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Advancing material property prediction: using physics-informed machine learning models for viscosity 著者: 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

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