Jiayu Peng - Dept Mat Sci & Engn, MIT

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个人简介

Physics-informed, data-driven materials design for decarbonization More info: https://jiayu-peng.com/

研究兴趣

论文共 27 篇作者统计合作学者相似作者

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Towards Atom-Level Understanding of Metal Oxide Catalysts for the Oxygen Evolution Reaction with Machine Learning

Jaclyn R. Lunger,Jessica Karaguesian,Hoje Chun,Jiayu Peng,Yitong Tseo, Chung Hsuan Shan,Byungchan Han,Yang Shao-Horn,Rafael Gomez-Bombarelli

NPJ COMPUTATIONAL MATERIALSno. 1 (2024)

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Data-driven Physics-Informed Descriptors of Cation Ordering in Multicomponent Perovskite Oxides

Jiayu Peng,James Damewood,Rafael Gomez-Bombarelli

CELL REPORTS PHYSICAL SCIENCEno. 5 (2024)

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Learning Ordering in Crystalline Materials with Symmetry-Aware Graph Neural Networks

Jiayu Peng,James Damewood,Jessica Karaguesian,Jaclyn R. Lunger,Rafael Gómez-Bombarelli

arxiv（2024）

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Design Principles for Transition Metal Nitride Stability and Ammonia Generation in Acid

Jiayu Peng,Juan J. Giner-Sanz,Livia Giordano,William P. Mounfield III,Graham M. Leverick,Yang Yu,Yuriy Roman-Leshkov,Yang Shao-Horn

Meeting abstracts/Meeting abstracts (Electrochemical Society CD-ROM)no. 39 (2023): 2311-2311

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Representations of Materials for Machine Learning

James Damewood,Jessica Karaguesian,Jaclyn R. Lunger,Aik Rui Tan,Mingrou Xie,Jiayu Peng,Rafael Gómez‐Bombarelli

Annual review of materials researchno. 1 (2023): 399-426

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Lattice Oxygen Exchange in Transition Metal Oxyhydroxides and Metal Hydroxide Organic Frameworks Elucidated for the Oxygen Evolution Reaction

Mikaela Gorlin,Nicole A. Saguì,Daniel J. Zheng, Kaylee Lynn McCormack,Z. Khosravizadeh,Junghwa Kim,Hongbin Xu,Jiayu Peng,Per Malmberg,Yuriy Román‐Leshkov,Mario Valvo,Yang Shao‐Horn,Tomas Edvinsson

Meeting abstracts/Meeting abstracts (Electrochemical Society CD-ROM)no. 42 (2023): 2146-2146

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Cation-Dependent Multielectron Kinetics of Metal Oxide Splitting

Jaclyn R. Lunger,Naomi Lutz,Jiayu Peng,Michal Bajdich,Yang Shao-Horn

CHEMISTRY OF MATERIALSno. 8 (2022): 3872-3881

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Tunable Metal Hydroxide–organic Frameworks for Catalysing Oxygen Evolution

Shuai Yuan,Jiayu Peng,Bin Cai,Zhehao Huang,Angel T. Garcia-Esparza,Dimosthenis Sokaras,Yirui Zhang,Livia Giordano,Karthik Akkiraju,Yun Guang Zhu,René Hübner,Xiaodong Zou,Yuriy Román-Leshkov,Yang Shao-Horn

Nature Materials（2022）

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100

Linker-Dependent Stability of Metal-Hydroxide Organic Frameworks for Oxygen Evolution

Daniel J. Zheng,Mikaela Gorlin, Kaylee McCormack,Junghwa Kim,Jiayu Peng,Hongbin Xu, Xiaoxin Ma,James M. LeBeau,Roland A. Fischer,Yuriy Roman-Leshkov,Yang Shao-Horn

Meeting abstracts/Meeting abstracts (Electrochemical Society CD-ROM)no. 44 (2022): 1682-1682

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Leveraging the Inductive Effect to Promote Oxygen Evolution on Oxides and Metal Hydroxide-Organic Frameworks

Jiayu Peng,Shuai Yuan,Bin Cai,Livia Giordano,Yuriy Román-Leshkov,Yang Shao-Horn

ECS Meeting Abstractsno. 46 (2022): 1710-1710

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