2 papers
physics.comp-ph2020
Approximating Excited States using Neural Networks
Yimeng Min
Recently developed neural network-based wave function methods are capable of achieving state-of-the-art results for finding the ground state in real space. In this work, a neural n…
cs.LG2020
Persistent Neurons
Yimeng Min
Neural networks (NN)-based learning algorithms are strongly affected by the choices of initialization and data distribution. Different optimization strategies have been proposed fo…