187 citations · 827 across the 28 of their papers we have counts for
3 papers · 1 filter
Magnetism and metal-insulator transition in oxygen deficient SrTiO
Alejandro Lopez-Bezanilla, P. Ganesh, Peter B. Littlewood
First-principles calculations to study the electronic and magnetic properties of bulk, oxygen-deficient SrTiO (STO) under different doping conditions and densities have been co…
Machine learning for many-body physics: The case of the Anderson impurity model
Louis-François Arsenault, Alejandro Lopez-Bezanilla, O. Anatole von Lilienfeld +1
Machine learning methods are applied to finding the Green's function of the Anderson impurity model, a basic model system of quantum many-body condensed-matter physics. Different m…
Modeling Electronic Quantum Transport with Machine Learning
Alejandro Lopez-Bezanilla, O. Anatole von Lilienfeld
We present a Machine Learning approach to solve electronic quantum transport equations of one-dimensional nanostructures. The transmission coefficients of disordered systems were c…