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List of works by Kipton Barros

A Perspective on Materials Informatics: State-of-the-Art and Challenges

Distributed Database Kriging for Adaptive Sampling (D2KAS)

article

Efficient and accurate simulation of dynamic dielectric objects. ⬇️

scientific article published in February 2014

Geometric integration of classical spin dynamics via a mean-field Schrödinger equation

scientific article published in 2022

Hierarchical modeling of molecular energies using a deep neural network

scientific article published on 01 June 2018

Liquid to solid nucleation via onion structure droplets.

scientific article

Machine learning approaches for structural and thermodynamic properties of a Lennard-Jones fluid

scientific article published on 01 September 2020

Magnetic-field-induced phases in anisotropic triangular antiferromagnets: Application to CuCrO 2

Optimisation of GaN LEDs and the reduction of efficiency droop using active machine learning

scientific article published on 26 April 2016

Physics-based statistical learning approach to mesoscopic model selection.

scientific article published on 9 November 2015

Resistivity Minimum in Highly Frustrated Itinerant Magnets ⬇️

scientific article published in Physical Review Letters

Spatial adaptive sampling in multiscale simulation

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