activity
20132021
most citedQMCPACK : An open source ab initio Quantum Monte Carlo package for the electronic structure of atoms, molecules, and solids

290 citations · 366 across the 7 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

physics.comp-ph2019★ 15 cited

Fast and stable deep-learning predictions of material properties for solid solution alloys

Massimiliano Lupo Pasini, Ying Wai Li, Junqi Yin +3

We present a novel deep learning (DL) approach to produce highly accurate predictions of macroscopic physical properties of solid solution binary alloys and magnetic systems. The m…

cs.LG2019★ 6 cited

A scalable constructive algorithm for the optimization of neural network architectures

Massimiliano Lupo Pasini, Junqi Yin, Ying Wai Li +1

We propose a new scalable method to optimize the architecture of an artificial neural network. The proposed algorithm, called Greedy Search for Neural Network Architecture, aims to…