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2020 – today
- 2023
[j5]Maksim Kulichenko, Kipton Barros
, Nicholas Lubbers, Ying Wai Li, Richard A. Messerly, Sergei Tretiak, Justin S. Smith, Benjamin T. Nebgen:
Uncertainty-driven dynamics for active learning of interatomic potentials. Nat. Comput. Sci. 3(3): 230-239 (2023)- 2021
- [i4]Cole Miles, Matthew R. Carbone, Erica J. Sturm, Deyu Lu, Andreas Weichselbaum, Kipton Barros, Robert M. Konik:
Machine-learning Kondo physics using variational autoencoders. CoRR abs/2107.08013 (2021) - 2020
- [i3]Justin S. Smith, Benjamin T. Nebgen, Nithin Mathew, Jie Chen, Nicholas Lubbers, Leonid Burakovsky, Sergei Tretiak, Hai Ah Nam, Timothy C. Germann, Saryu Fensin, Kipton Barros:
Automated discovery of a robust interatomic potential for aluminum. CoRR abs/2003.04934 (2020)
2010 – 2019
- 2017
- [c1]John Jenkins, Galen M. Shipman, Jamaludin Mohd-Yusof, Kipton Barros, Philip H. Carns, Robert B. Ross:
A Case Study in Computational Caching Microservices for HPC. IPDPS Workshops 2017: 1309-1316 - 2016
- [i2]Nicholas Lubbers, Turab Lookman, Kipton Barros:
Inferring low-dimensional microstructure representations using convolutional neural networks. CoRR abs/1611.02764 (2016) - [i1]Grégoire Ferré, Terry Haut, Kipton Barros:
Learning Potential Energy Landscapes using Graph Kernels. CoRR abs/1612.00193 (2016) - 2015
- [j4]Dominic Roehm, Robert S. Pavel, Kipton Barros, Bertrand Rouet-Leduc, Allen L. McPherson, Timothy C. Germann, Christoph Junghans:
Distributed Database Kriging for Adaptive Sampling (D2KAS). Comput. Phys. Commun. 192: 138-147 (2015) - [j3]Zecheng Gan, Huanxin Wu, Kipton Barros, Zhenli Xu, Erik Luijten:
Comparison of efficient techniques for the simulation of dielectric objects in electrolytes. J. Comput. Phys. 291: 317-333 (2015) - 2014
- [j2]Bertrand Rouet-Leduc, Kipton Barros, Emmanuel Cieren, Venmugil Elango, Christoph Junghans, Turab Lookman, Jamaludin Mohd-Yusof, Robert S. Pavel, Axel Y. Rivera, Dominic Roehm, Allen L. McPherson, Timothy C. Germann:
Spatial adaptive sampling in multiscale simulation. Comput. Phys. Commun. 185(7): 1857-1864 (2014) - 2010
- [j1]Michael A. Clark, Ronald Babich, Kipton Barros, Richard C. Brower, Claudio Rebbi:
Solving lattice QCD systems of equations using mixed precision solvers on GPUs. Comput. Phys. Commun. 181(9): 1517-1528 (2010)
Coauthor Index
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