no code implementations • 10 May 2024 • Landon Schofield, Benjamin Paren, Ruaridh Macdonald, Yang Shao-Horn, Dharik Mallapragada
We present a techno-economic optimization model for evaluating the design and operation of proton exchange membrane (PEM) electrolyzers, crucial for hydrogen production powered by variable renewable electricity.
2 code implementations • 2 Aug 2022 • Tian Xie, Ha-Kyung Kwon, Daniel Schweigert, Sheng Gong, Arthur France-Lanord, Arash Khajeh, Emily Crabb, Michael Puzon, Chris Fajardo, Will Powelson, Yang Shao-Horn, Jeffrey C. Grossman
We create a public analysis library at https://github. com/TRI-AMDD/htp_md to extract multiple properties from the raw data, using both expert designed functions and machine learning models.
2 code implementations • 13 Jan 2021 • Tian Xie, Arthur France-Lanord, Yanming Wang, Jeffrey Lopez, Michael Austin Stolberg, Megan Hill, Graham Michael Leverick, Rafael Gomez-Bombarelli, Jeremiah A. Johnson, Yang Shao-Horn, Jeffrey C. Grossman
Polymer electrolytes are promising candidates for the next generation lithium-ion battery technology.
1 code implementation • 18 Feb 2019 • Tian Xie, Arthur France-Lanord, Yanming Wang, Yang Shao-Horn, Jeffrey C. Grossman
Understanding the dynamical processes that govern the performance of functional materials is essential for the design of next generation materials to tackle global energy and environmental challenges.
