Articles with public access mandates - Rosanne LiuLearn more
Available somewhere: 12
Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations
L Ward, R Liu, A Krishna, VI Hegde, A Agrawal, A Choudhary, ...
Physical Review B 96 (2), 024104, 2017
Mandates: US National Science Foundation
A predictive machine learning approach for microstructure optimization and materials design
R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary
Scientific reports 5 (1), 11551, 2015
Mandates: US Department of Energy
Supermasks in superposition
M Wortsman, V Ramanujan, R Liu, A Kembhavi, M Rastegari, J Yosinski, ...
Advances in Neural Information Processing Systems 33, 15173-15184, 2020
Mandates: US National Science Foundation, US Department of Defense
What does a platypus look like? generating customized prompts for zero-shot image classification
S Pratt, I Covert, R Liu, A Farhadi
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
Mandates: US National Science Foundation, US Department of Defense
Machine learning approaches for elastic localization linkages in high-contrast composite materials
R Liu, YC Yabansu, A Agrawal, SR Kalidindi, AN Choudhary
Integrating Materials and Manufacturing Innovation 4, 192-208, 2015
Mandates: US Department of Energy
A scalable hierarchical clustering algorithm using spark
C Jin, R Liu, Z Chen, W Hendrix, A Agrawal, A Choudhary
2015 IEEE First International Conference on Big Data Computing Service and …, 2015
Mandates: US Department of Energy
Context aware machine learning approaches for modeling elastic localization in three-dimensional composite microstructures
R Liu, YC Yabansu, Z Yang, AN Choudhary, SR Kalidindi, A Agrawal
Integrating Materials and Manufacturing Innovation 6, 160-171, 2017
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Materials discovery: Understanding polycrystals from large-scale electron patterns
R Liu, A Agrawal, W Liao, A Choudhary, M De Graef
2016 IEEE International Conference on Big Data (Big Data), 2261-2269, 2016
Mandates: US National Science Foundation, US Department of Energy
Data sampling schemes for microstructure design with vibrational tuning constraints
A Paul, P Acar, R Liu, WK Liao, A Choudhary, V Sundararaghavan, ...
AIAA journal 56 (3), 1239-1250, 2018
Mandates: US National Science Foundation, US Department of Energy, US Department of …
Deep learning for chemical compound stability prediction
R Liu, L Ward, C Wolverton, A Agrawal, WK Liao, A Choudhary
Proceedings of ACM SIGKDD workshop on large-scale deep learning for data …, 2016
Mandates: US National Science Foundation, US Department of Energy
Pruned search: A machine learning based meta-heuristic approach for constrained continuous optimization
R Liu, A Agrawal, W Liao, A Choudhary, Z Chen
2015 Eighth International Conference on Contemporary Computing (IC3), 13-18, 2015
Mandates: US Department of Energy
Search Space Preprocessing in Solving Complex Optimization Problems
R Liu, A Agrawal, W Liao, A Choudhary
Workshop on Complexity for Big Data held in conjunction with the IEEE …, 2014
Mandates: US Department of Energy
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