88 citations · 89 across the 2 of their papers we have counts for
2 papers
physics.chem-ph2022★ 1 cited
Prediction of transport property via machine learning molecular movements
Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo +5
Molecular dynamics (MD) simulations are increasingly being combined with machine learning (ML) to predict material properties. The molecular configurations obtained from MD are rep…
cs.CV2020★ 88 cited
Feature visualization of Raman spectrum analysis with deep convolutional neural network
Masashi Fukuhara, Kazuhiko Fujiwara, Yoshihiro Maruyama +1
We demonstrate a recognition and feature visualization method that uses a deep convolutional neural network for Raman spectrum analysis. The visualization is achieved by calculatin…