BOWEN DENG

Bowen Deng
PhD student @ UC Berkeley

Bowen Deng
PhD student @ UC Berkeley

I work at the intersection of materials science and artificial intelligence. I'm interested in solving the challenges in energy storage, new materials discovery, through a combination of deep learning, first-principles simulation, thermodynamics and statistical mechanics.

I work at the intersection of materials science and artificial intelligence. I'm interested in solving the challenges in energy storage, new materials discovery, through a combination of deep learning, first-principles simulation, thermodynamics and statistical mechanics.

I work at the intersection of materials science and artificial intelligence. I'm interested in solving the challenges in energy storage, new materials discovery, through a combination of deep learning, first-principles simulation, thermodynamics and statistical mechanics.

Research Experience

Research Experience

Research Experience

Foundational artificial intelligence model for material science, machine learning interatomic potentials.

Material discovery through deep learning, first-principles simulation, thermodynamics, and statistical mechanics.

Energy storage material, including Li-ion battery cathodes and solid-state Li-ion conductors

05/2024-11/2024
Mountain View, CA

Developing and applying AI and computational methods to study materials’ behavior

09/2020 – 12/2020
Beijing, China

Computational materials science with deep learning approach including convolutional neural networks, and graph neural networks.

01/2019 – 02/2020
Santa Barbara, CA

First-principles study of topological Dirac semimetals for their thermal-electric applications.

Publications

Publications

Publications

Bowen Deng, Peichen Zhong*, KyuJung Jun, Janosh Riebesell, Kevin Han, Christopher J Bartel, Gerbrand Ceder*Nat. Mach. Intell. 1–11 (2023)

Peichen Zhong, Bowen Deng, Tanjin He, Zhengyan Lun, Gerbrand Ceder* Joule (2024)

Peichen Zhong, Sunny Gupta, Bowen Deng, Kyujung Jun, Gerbrand Ceder* ACS Energy Letters (2024)

Bowen Deng, Yunyeong Choi, Peichen Zhong, Janosh Riebesell, Shashwat Anand, Zhuohan Li, KyuJung Jun, Kristin A Persson, Gerbrand Ceder* arXiv (2024)

Xinzhe Dai, Peichen Zhong, Bowen Deng, Yifan Chen, Gerbrand Ceder* ICML 2024 AI for Science Workshop (2024)

Janosh Riebesell*, Rhys EA Goodall, Anubhav Jain, Philipp Benner, Chiang Yuan, Bowen Deng, Alpha A Lee, Jain Anubhav, Kristin A Persson arXiv (2023)

Zheren Wang‡, Kevin Cruse‡, Yuxing Fei, Ann Chia, Yan Zeng, Haoyan Huo, Tanjin He, Bowen Deng, Olga Kononova*, Gerbrand Ceder* Digit. Discov. 1, 313–324 (2022).

Shengying Yue‡, Bowen Deng‡, Yanming Liu‡, Yujie Quan, Runqing Yang, and Bolin Liao* Phys. Rev. B 102, 235428 (2020)

Kai Guo, Bowen Deng, Zhongtai Shi, Yue Li, Xin Wang, Lei Bi, Li Zhang, Haipeng Lu, Peiheng Zhou, Linbo Zhang, Yingchun Cheng,and Bo Peng* SCIENCE CHINA Materials Volume 63, Issue 3: 413-420 (2020)

Shengying Yue, Hamid T. Chorsi, Manik Goyal, Timo Schumann, Runqing Yang, Tashi Xu, Bowen Deng, Susanne Stemmer, Jon A. Schuller, and Bolin Liao ∗ Liu* Phys. Rev. Research 1, 033101 (2019)

Shared Resources

Shared Resources

Shared Resources

Let's get to know each other.

Let's get to know each other.

Let's get to know each other.

© Bowendeng 2024. This website is designed by Bowen's wife :P

© Bowendeng 2024. This website is designed by Bowen's wife :P