Junichiro Shiomi

Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm

Stephen Wu, Yukiko Kondo, Masa‐aki Kakimoto et al. · npj Computational Materials · 2019 · 473 citations · Full text

Molecular Design Algorithm, Engineering, Machine Learning +23

Predicting Materials Properties with Little Data Using Shotgun Transfer Learning

H. Yamada, Chang Liu, Stephen Wu et al. · ACS Central Science · 2019 · 369 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Stronger phonon scattering by larger differences in atomic mass and size in p-type half-Heuslers Hf1−xTixCoSb0.8Sn0.2

Xiao Yan, Weishu Liu, Hui Wang et al. · Energy & Environmental Science · 2012 · 289 citations · Full text

Crystal Structure, Engineering, Thermoelectrics +25

Non-Fourier heat conduction in a single-walled carbon nanotube: Classical molecular dynamics simulations

Junichiro Shiomi, Shigeo Maruyama · Physical Review B · 2006 · 257 citations

Engineering, Computational Chemistry, Molecular Dynamics +21

Thermal conductivity of half-Heusler compounds from first-principles calculations

Junichiro Shiomi, Keivan Esfarjani, Gang Chen · Physical Review B · 2011 · 215 citations · Full text

Engineering, Molecular Dynamics, Thermal Conductivity +16