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Kipton Barros
ORCID
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
CoRR
Comput. Phys. Commun.
J. Comput. Phys.
IPDPS Workshops
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Publications
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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)