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Y

Yuan Chiang

Lawrence Berkeley National Laboratory

10H-index
33Paper Count
633Citation Count
Published Papers 9
Publication Date
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32 examples of LLM applications in materials science and chemistry: towards automation; assistants; agents; and accelerated scientific discovery
errMachine Learning: Science and Technology
IF0
err2025-09-29
err0
errOAAI
errYoel Zimmermann; Adib Bazgir; Alexander Al-Feghali; Mehrad Ansari; Joshua Bocarsly; L Catherine Brinson; Yuan Chiang; Defne Circi; Min-Hsueh Chiu; Nathan Daelman; Matthew L Evans; Abhijeet S Gangan; Janine George; Hassan Harb; Ghazal Khalighinejad; Sartaaj Takrim Khan; Sascha Klawohn; Magdalena Lederbauer; Soroush Mahjoubi; Bernadette Mohr; Seyed Mohamad Moosavi; Aakash Naik; Aleyna Beste Ozhan; Dieter Plessers; Aritra Roy; Fabian Schöppach; Philippe Schwaller; Carla Terboven; Katharina Ueltzen; Yue Wu; Shang Zhu; Jan Janssen; Calvin Li; Ian Foster; Ben Blaiszik
errShare
errSave
Correction: Atomate2: modular workflows for materials science
errDigital Discovery
IF5.6
err2025-08-19
err0
errOAAI
errAlex M. Ganose; Hrushikesh Sahasrabuddhe; Mark Asta; Kevin Beck; Tathagata Biswas; Alexander Bonkowski; Joana Bustamante; Xin Chen; Yuan Chiang; Daryl C. Chrzan; Jacob Clary; Orion A. Cohen; Christina Ertural; Max C. Gallant; Janine George; Sophie Gerits; Rhys E. A. Goodall; Rishabh D. Guha; Geoffroy Hautier; Matthew Horton; T. J. Inizan; Aaron D. Kaplan; Ryan S. Kingsbury; Matthew C. Kuner; Bryant Li; Xavier Linn; Matthew J. McDermott; Rohith Srinivaas Mohanakrishnan; Aakash A. Naik; Jeffrey B. Neaton; Shehan M. Parmar; Kristin A. Persson; Guido Petretto; Thomas A. R. Purcell; Francesco Ricci; Benjamin Rich; Janosh Riebesell; Gian-Marco Rignanese; Andrew S. Rosen; Matthias Scheffler; Jonathan Schmidt; Jimmy-Xuan Shen; Andrei Sobolev; Ravishankar Sundararaman; Cooper Tezak; Victor Trinquet; Joel B. Varley; Derek Vigil-Fowler; Duo Wang; David Waroquiers; Mingjian Wen; Han Yang; Hui Zheng; Jiongzhi Zheng; Zhuoying Zhu; Anubhav Jain
errShare
errSave
Atomate2: modular workflows for materials science
errDigital Discovery
IF5.6
err2025-07-26
err0
errOAAI
errAlex M. Ganose; Hrushikesh Sahasrabuddhe; Mark Asta; Kevin Beck; Tathagata Biswas; Alexander Bonkowski; Joana Bustamante; Xin Chen; Yuan Chiang; Daryl C. Chrzan; Jacob Clary; Orion A. Cohen; Christina Ertural; Max C. Gallant; Janine George; Sophie Gerits; Rhys E. A. Goodall; Rishabh D. Guha; Geoffroy Hautier; Matthew Horton; T. J. Inizan; Aaron D. Kaplan; Ryan S. Kingsbury; Matthew C. Kuner; Bryant Li; Xavier Linn; Matthew J. McDermott; Rohith Srinivaas Mohanakrishnan; Aakash N. Naik; Jeffrey B. Neaton; Shehan M. Parmar; Kristin A. Persson; Guido Petretto; Thomas A. R. Purcell; Francesco Ricci; Benjamin Rich; Janosh Riebesell; Gian-Marco Rignanese; Andrew S. Rosen; Matthias Scheffler; Jonathan Schmidt; Jimmy-Xuan Shen; Andrei Sobolev; Ravishankar Sundararaman; Cooper Tezak; Victor Trinquet; Joel B. Varley; Derek Vigil-Fowler; Duo Wang; David Waroquiers; Mingjian Wen; Han Yang; Hui Zheng; Jiongzhi Zheng; Zhuoying Zhu; Anubhav Jain
errShare
errSave
A framework to evaluate machine learning crystal stability predictions
errNature Machine Intelligence
IF23.9
err2025-06-23
err0
errOAAI
errJanosh Riebesell; Rhys E. A. Goodall; Philipp Benner; Yuan Chiang; Bowen Deng; Gerbrand Ceder; Mark Asta; Alpha A. Lee; Anubhav Jain; Kristin A. Persson
errShare
errSave
Encoding protein dynamic information in graph representation for functional residue identification
errCELL REPORTS PHYSICAL SCIENCE
IF7.3
err2022-07-01
err4
errOAAI
errChiang, Yuan; Hui, Wei-Han; Chang, Shu-Wei
errShare
errSave
High-Dimensional Phase Space Reconstruction with a Convolutional Neural Network for Structural Health Monitoring
errSENSORS
IF3.5
err2021-05-18
err8
errOAAI
errChen, Yen-Lin; Chiang, Yuan; Chiu, Pei-Hsin; Huang, I-Chen; Xiao, Yu-Bai; Chang, Shu-Wei; Huang, Chang-Wei
errShare
errSave
Mechanical and Crack Propagating Behavior of Sierpinski Carpet Composites
errACS BIOMATERIALS SCIENCE & ENGINEERING
IF5.5
err2021-04-12
err6
PREAI
errTsai, Ya-Yun; Chiang, Yuan; Buford, Jacqueline L.; Tsai, Meng-Lin; Chen, Hsien-Chun; Chang, Shu-Wei
errShare
errSave
Geometrically toughening mechanism of cellular composites inspired by Fibonacci lattice in Liquidambar formosana
errCOMPOSITE STRUCTURES
IF7.1
err2021-04-01
err9
PREAI
errChiang, Yuan; Tung, Cheng-Che; Lin, Xiang-Di; Chen, Po-Yu; Chen, Chuin-Shan; Chang, Shu-Wei
errShare
errSave
Bridging the gap between NMR measured mean silicate chain length and nano-scale silicate polymorphism of calcium silicate hydrates
errCEMENT AND CONCRETE RESEARCH
IF13.1
err2021-02-01
err29
errOAAI
errChiang, Yuan; Chang, Shu-Wei
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gerbrand Ceder
H-index: 166 · Papers: 1.1K
M
Matthias Scheffler
H-index: 133 · Papers: 1.0K
I
Ian Foster
H-index: 124 · Papers: 1.4K
K
Kristin A. Persson
H-index: 111 · Papers: 723
J
Jeffrey B. Neaton
H-index: 97 · Papers: 744
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