| Holistic computational structure screening of more than 12000 candidates for solid lithium-ion conductor materials
AD Sendek, Q Yang, ED Cubuk, KAN Duerloo, Y Cui, EJ Reed
Energy & Environmental Science 10 (1), 306-320
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| Methods and systems for sensing equilibrium
E Lieberman, KE Forth, R Piedrahita, Q Yang
US Patent App. 12/236,433
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| DefectTrack: a deep learning-based multi-object tracking algorithm for quantitative defect analysis of in-situ TEM videos in real-time
R Sainju, WY Chen, S Schaefer, Q Yang, C Ding, M Li, Y Zhu
Scientific Reports 12, 15705
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| Learning reduced kinetic Monte Carlo models of complex chemistry from molecular dynamics
Q Yang, CA Sing-Long, EJ Reed
Chemical science 8 (8), 5781-5796
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| The middle science: Traversing scale in complex many-body systems
AE Clark, H Adams, R Hernandez, AI Krylov, AMN Niklasson, S Sarupria, ...
ACS Central Science 7 (8), 1271-1287
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| Transferable Kinetic Monte Carlo Models with Thousands of Reactions Learned from Molecular Dynamics Simulations
E Chen, Q Yang, V Dufour-Décieux, CA Sing-Long, R Freitas, EJ Reed
The Journal of Physical Chemistry A 123 (9), 1874-1881
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| Practical Active Learning with Model Selection for Small Data
M Pardakhti, N Mandal, A Ma, Q Yang
ICMLA Special Session: Machine Learning Surrogate Models in Science and …
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| Rapid data-driven model reduction of nonlinear dynamical systems including chemical reaction networks using L1-regularization
Q Yang, CA Sing-Long, EJ Reed
Chaos 30, 053122
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| L1 regularization-based model reduction of complex chemistry molecular dynamics for statistical learning of kinetic Monte Carlo models
Q Yang, CA Sing-Long, EJ Reed
MRS Advances 1, 1767-1772
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| Data-driven search for promising intercalating ions and layered materials for metal-ion batteries
S Parida, A Mishra, Q Yang, A Dobley, CB Carter, AM Dongare
Journal of Materials Science 59 (3), 932-949
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| Applying a Competency-Based Education Approach for Designing a Unique Interdisciplinary Graduate Program: A Case Study for a Systems Engineering Program
A Thompson, MD Stuber, S Han, A Dutta, H Xu, S Zhou, Q Yang, F Miao, ...
ASEE Annual Conference & Exposition (ASEE)
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| Efficient Creation of Jettability Diagrams Using Active Machine Learning
M Pardakhti, SY Chang, Q Yang, AWK Ma
3D Printing and Additive Manufacturing
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| Data-Driven Methods for Building Reduced Kinetic Monte Carlo Models of Complex Chemistry from Molecular Dynamics Simulations
Q Yang, CA Sing-Long, E Chen, EJ Reed
Computational Approaches for Chemistry Under Extreme Conditions, 209-227
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| Automated Structural Analysis of Small Angle Scattering Data from Common Nanoparticles via Machine Learning
G Roberts, MP Nieh, AWK Ma, Q Yang
Digital Discovery
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| Uncertainty quantification for equations of state: copper as an example
ES Krakovsky, CW Greeff, T Sjostrom, CE Starrett, Q Yang, S Crockett, ...
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
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| Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing
Y Niu, E Chadwick, AWK Ma, Q Yang
International Conference on Computer Vision Systems, 183-196
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| Deep Learning for Automated Quantification of Irradiation Defects in TEM Data: Relating Pixel-Level Errors to Defect Properties
R Sainju, G Roberts, WY Chen, B Hutchinson, Q Yang, C Ding, ...
Microscopy and Microanalysis 29 (Supplement_1), 1559-1560
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| Real-time Multi-Object Tracking of Ion-irradiation Induced Defects in in situ TEM Videos
R Sainju, WY Chen, S Schaefer, Q Yang, C Ding, M Li, Y Zhu
Microscopy and Microanalysis 28 (S1), 2058-2059
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| MultiTaskDeltaNet: Change Detection-based Image Segmentation for operando ETEM with Application to Carbon Gasification Kinetics
Y Niu, T Li, Y Zhu, Q Yang
arXiv preprint arXiv:2507.16803
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| Charting the Chemical Space of Zintl Phases with Graph Neural Networks and Bonding Insights
R Chaliha, MK Kothakonda, CW Lee, JN Law, Q Yang, S Bobev, P Gorai
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