Publications (21)
Efficient Langevin Simulation of Coupled Classical Fields and Fermions
Kipton Barros, Yasuyuki Kato
Gradient-based stochastic estimation of the density matrix
Zhentao Wang, Gia-Wei Chern, Cristian D. Batista +1
Semiclassical dynamics of spin density waves
Gia-Wei Chern, Kipton Barros, Zhentao Wang +2
Dielectric effects in the self-assembly of binary colloidal aggregates
Kipton Barros, Erik Luijten
Novel magnetic orderings in the kagome Kondo-lattice model
Kipton Barros, Jörn W. F. Venderbos, Gia-Wei Chern +1
Shape of magnetic domain walls formed by coupling to mobile charges
Ryo Ozawa, Satoru Hayami, Kipton Barros +1
Vortex Crystals with Chiral Stripes in Itinerant Magnets
Ryo Ozawa, Satoru Hayami, Kipton Barros +3
Inferring low-dimensional microstructure representations using convolutional neural networks
Nicholas Lubbers, Turab Lookman, Kipton Barros
Magnetic field induced phases in anisotropic triangular antiferromagnets: application to $\mathrm{CuCrO_2}$
Shi-Zeng Lin, Kipton Barros, Eundeok Mun +6
Beyond Cahn-Hilliard-Cook: Early time behavior of symmetry breaking phase transition kinetics
Kipton Barros, Rachele Dominguez, W. Klein
Liquid to solid nucleation via onion structure droplets
Kipton Barros, W. Klein
Efficient and accurate simulation of dynamic dielectric objects
Kipton Barros, Daniel Sinkovits, Erik Luijten
Transferable Molecular Charge Assignment Using Deep Neural Networks
Ben Nebgen, Nick Lubbers, Justin S. Smith +6
Approaching equilibrium and the distribution of clusters
Hui Wang, Kipton Barros, Harvey Gould +1
Machine Learning Predicts Laboratory Earthquakes
Bertrand Rouet-Leduc, Claudia Hulbert, Nicholas Lubbers +3
Early time kinetics of systems with spatial symmetry breaking
Rachele Dominguez, Kipton Barros, W. Klein
Hierarchical modeling of molecular energies using a deep neural network
Nicholas Lubbers, Justin S. Smith, Kipton Barros
Blasting through lattice calculations using CUDA
Kipton Barros, Ronald Babich, Richard Brower +2
Freezing into Stripe States in Two-Dimensional Ferromagnets and Crossing Probabilities in Critical Percolation
Kipton Barros, P. L. Krapivsky, S. Redner
Mott transition in a metallic liquid - Gutzwiller molecular dynamics simulations
Gia-Wei Chern, Kipton Barros, Cristian D. Batista +2
Resistivity Minimum in Highly Frustrated Itinerant Magnets
Zhentao Wang, Kipton Barros, Gia-Wei Chern +2