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cond-mat.dis-nn2021★ 6 cited
Generative models for sampling of lattice field theories
Matija Medvidovic, Juan Carrasquilla, Lauren E. Hayward +1
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 a…
cond-mat.dis-nn2020
Recurrent Neural Network Wave Functions
Mohamed Hibat-Allah, Martin Ganahl, Lauren E. Hayward +2
A core technology that has emerged from the artificial intelligence revolution is the recurrent neural network (RNN). Its unique sequence-based architecture provides a tractable li…