Kipton Barros

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 6

Top Topics

Adaptive Sampling

Automated Discovery

Linear Dimensionality Reduction

Active Learning

Top Venues

Comput. Phys. Commun.

J. Comput. Phys.

IPDPS Workshops

Publications

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) (2023)
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 (2021)
Justin S. Smith, Benjamin 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 (2020)
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)
Nicholas Lubbers, Turab Lookman, Kipton Barros
Inferring low-dimensional microstructure representations using convolutional neural networks. CoRR (2016)
Grégoire Ferré, Terry Haut, Kipton Barros
Learning Potential Energy Landscapes using Graph Kernels. CoRR (2016)
Dominic Roehm, Robert S. Pavel, Kipton Barros, Bertrand Rouet-Leduc, Allen L. McPherson, Timothy C. Germann, Christoph Junghans
KAS). Comput. Phys. Commun. 192 (2015)
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 (2015)
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) (2014)
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) (2010)