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A

Akksay Singh

The University of Texas at Austin

1H-index
4Paper Count
10Citation Count
Published Papers 4
Publication Date
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Resolving Vacancy Clustering Mechanisms in Tungsten via Machine-Learning-Potential-Based Simulations at Experimental Time Scales
errActa Materialia
IF9.3
err2025-09-11
err0
PREAI
errGuo Wei; Zichen Song; Jie Hou; Jiaqi Wang; Akksay Singh; Lei Li
errShare
errSave
Automatic Feature Selection for Atom-Centered Neural Network Potentials Using a Gradient Boosting Decision Algorithm
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-11-19
err0
PREAI
errLi, Renzhe; Wang, Jiaqi; Singh, Akksay; Li, Bai; Song, Zichen; Zhou, Chuan; Li, Lei
errShare
errSave
Uncertainty Based Machine Learning-DFT Hybrid Framework for Accelerating Geometry Optimization
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-11-12
err0
PREAI
errSingh, Akksay; Wang, Jiaqi; Henkelman, Graeme; Li, Lei
errShare
errSave
Local-environment-guided selection of atomic structures for the development of machine-learning potentials
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-02-21
err5
PREAI
errLi, Renzhe; Zhou, Chuan; Singh, Akksay; Pei, Yong; Henkelman, Graeme; Li, Lei
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
G
Graeme Henkelman
H-index: 89 · Papers: 465
裴
裴勇 (Yong Pei)
H-index: 63 · Papers: 397
B
Bai Li
H-index: 52 · Papers: 521
李蕾 cover
李蕾 (Lei Li)
H-index: 46 · Papers: 295
C
Chuan Zhou
H-index: 27 · Papers: 107
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