Search Results for author: Matija Medvidovic

Found 2 papers, 1 papers with code

Grad DFT: a software library for machine learning enhanced density functional theory

1 code implementation23 Sep 2023 Pablo A. M. Casares, Jack S. Baker, Matija Medvidovic, Roberto dos Reis, Juan Miguel Arrazola

Density functional theory (DFT) stands as a cornerstone method in computational quantum chemistry and materials science due to its remarkable versatility and scalability.

Benchmarking

Generative models for sampling of lattice field theories

no code implementations2 Dec 2020 Matija Medvidovic, Juan Carrasquilla, Lauren E. Hayward, Bohdan Kulchytskyy

We explore a self-learning Markov chain Monte Carlo method based on the Adversarial Non-linear Independent Components Estimation Monte Carlo, which utilizes generative models and artificial neural networks.

Disordered Systems and Neural Networks Statistical Mechanics Computational Physics

Cannot find the paper you are looking for? You can Submit a new open access paper.