| 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, 2017 | 369 | 2017 |
| Methods and systems for sensing equilibrium E Lieberman, KE Forth, R Piedrahita, Q Yang US Patent App. 12/236,433, 2009 | 139 | 2009 |
| 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, 2017 | 24 | 2017 |
| 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, 2022 | 13 | 2022 |
| 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, 2021 | 13 | 2021 |
| 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, 2019 | 11 | 2019 |
| 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 …, 2021 | 9 | 2021 |
| 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, 2020 | 9* | 2020 |
| 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, 2016 | 8 | 2016 |
| 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, 2019 | 3 | 2019 |
| 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, 2023 | 1 | 2023 |
| 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, 2023 | 1 | 2023 |
| Implicit Symbolic Regression via Probabilistic Fitness G Roberts, E Grethel, Q Yang Genetic and Evolutionary Computation Conference (GECCO ’24 Companion), 2024 | | 2024 |
| Uncertainty quantification in aggregate data problems for dynamical systems via Tikhonov regularization E Villalon, Q Yang, CA Sing-Long Journal of Computational Physics 513, 113141, 2024 | | 2024 |
| From “Desert” to the BEACH: A Practical Guide to Creating an Inclusive and Engaging Hangout Space for Students in Computing Q Yang, L Chiaverini, O Glebova Proceedings of the 2024 RESPECT Annual Conference (RESPECT 2024), 2024 | | 2024 |
| 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, 2023 | | 2023 |
| Efficient Creation of Jettability Diagrams Using Active Machine Learning M Pardakhti, SY Chang, Q Yang, AWK Ma 3D Printing and Additive Manufacturing, 2023 | | 2023 |
| 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), 2023 | | 2023 |
| Semi-Siamese Network for Robust Change Detection Across Different Domains with Applications to 3D Printing Y Niu, E Chadwick, AWK Ma, Q Yang arXiv:2212.08583, 2022 | | 2022 |
| 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, 2022 | | 2022 |
