56 citations · 64 across the 4 of their papers we have counts for
4 papers
Thermophysical properties of spark plasma sintered UCo: a comparison with machine learning predictions
Yifan Sun, Hironobu Nakamura, Masaya Kumagai +2
Uranium dioxide has been widely used as a nuclear fuel in commercial light water reactors due to its high uranium density and chemical stability. However, its relatively low therma…
Topic Modeling and Sentiment Analysis on Japanese Online Media's Coverage of Nuclear Energy
Yifan Sun, Hirofumi Tsuruta, Masaya Kumagai +1
Thirteen years after the Fukushima Daiichi nuclear power plant accident, Japan's nuclear energy accounts for only approximately 6% of electricity production, as most nuclear plants…
DeepCrysTet: A Deep Learning Approach Using Tetrahedral Mesh for Predicting Properties of Crystalline Materials
Hirofumi Tsuruta, Yukari Katsura, Masaya Kumagai
Machine learning (ML) is becoming increasingly popular for predicting material properties to accelerate materials discovery. Because material properties are strongly affected by it…
Best Thermoelectric Efficiency of Ever-Explored Materials
Byungki Ryu, Jaywan Chung, Masaya Kumagai +9
A thermoelectric device is a heat engine that directly converts heat into electricity. Many materials with a high figure of merit ZT have been discovered in anticipation of a high…