Phonon conduction in PbSe, PbTe, and PbTe 1− x Se x from first-principles calculations Z Tian, J Garg, K Esfarjani, T Shiga, J Shiomi, G Chen Physical Review B 85 (18), 184303, 2012 | 575 | 2012 |

Designing nanostructures for phonon transport via Bayesian optimization S Ju, T Shiga, L Feng, Z Hou, K Tsuda, J Shiomi Physical Review X 7 (2), 021024, 2017 | 330 | 2017 |

Stronger phonon scattering by larger differences in atomic mass and size in p-type half-Heuslers Hf 1− x Ti x CoSb 0.8 Sn 0.2 X Yan, W Liu, H Wang, S Chen, J Shiomi, K Esfarjani, H Wang, D Wang, ... Energy & Environmental Science 5 (6), 7543-7548, 2012 | 320 | 2012 |

Non-Fourier heat conduction in a single-walled carbon nanotube: Classical molecular dynamics simulations J Shiomi, S Maruyama Physical Review B 73 (20), 205420, 2006 | 314 | 2006 |

Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm S Wu, Y Kondo, M Kakimoto, B Yang, H Yamada, I Kuwajima, G Lambard, ... Npj Computational Materials 5 (1), 66, 2019 | 310 | 2019 |

Predicting materials properties with little data using shotgun transfer learning H Yamada, C Liu, S Wu, Y Koyama, S Ju, J Shiomi, J Morikawa, ... ACS central science 5 (10), 1717-1730, 2019 | 303 | 2019 |

Thermal conductivity of half-Heusler compounds from first-principles calculations J Shiomi, K Esfarjani, G Chen Physical Review B 84 (10), 104302, 2011 | 267 | 2011 |

On the importance of optical phonons to thermal conductivity in nanostructures Z Tian, K Esfarjani, J Shiomi, AS Henry, G Chen Applied Physics Letters 99 (5), 2011 | 199 | 2011 |

Anomalous reduction of thermal conductivity in coherent nanocrystal architecture for silicon thermoelectric material Y Nakamura, M Isogawa, T Ueda, S Yamasaka, H Matsui, J Kikkawa, ... Nano Energy 12, 845-851, 2015 | 187 | 2015 |

Molecular dynamics of diffusive-ballistic heat conduction in single-walled carbon nanotubes J Shiomi, S Maruyama Japanese Journal of Applied Physics 47 (4R), 2005, 2008 | 174 | 2008 |

Enhanced thermal conductivity of ethylene glycol with single-walled carbon nanotube inclusions S Harish, K Ishikawa, E Einarsson, S Aikawa, S Chiashi, J Shiomi, ... International Journal of heat and mass transfer 55 (13-14), 3885-3890, 2012 | 167 | 2012 |

Thermal boundary resistance between single-walled carbon nanotubes and surrounding matrices CF Carlborg, J Shiomi, S Maruyama Physical Review B 78 (20), 205406, 2008 | 167 | 2008 |

Microscopic mechanism of low thermal conductivity in lead telluride T Shiga, J Shiomi, J Ma, O Delaire, T Radzynski, A Lusakowski, ... Physical Review B 85 (15), 155203, 2012 | 164 | 2012 |

Ultranarrow-band wavelength-selective thermal emission with aperiodic multilayered metamaterials designed by Bayesian optimization A Sakurai, K Yada, T Simomura, S Ju, M Kashiwagi, H Okada, T Nagao, ... ACS central science 5 (2), 319-326, 2019 | 163 | 2019 |

Anisotropic heat transfer of single-walled carbon nanotubes S Maruyama, Y Igarashi, Y Taniguchi, J Shiomi Journal of Thermal Science and Technology 1 (2), 138-148, 2006 | 150 | 2006 |

Machine-learning-optimized aperiodic superlattice minimizes coherent phonon heat conduction R Hu, S Iwamoto, L Feng, S Ju, S Hu, M Ohnishi, N Nagai, K Hirakawa, ... Physical Review X 10 (2), 021050, 2020 | 149 | 2020 |

Encrypted thermal printing with regionalization transformation R Hu, S Huang, M Wang, X Luo, J Shiomi, CW Qiu Advanced Materials 31 (25), 1807849, 2019 | 146 | 2019 |

Nano-cross-junction effect on phonon transport in silicon nanowire cages D Ma, H Ding, H Meng, L Feng, Y Wu, J Shiomi, N Yang Physical Review B 94 (16), 165434, 2016 | 135 | 2016 |

Gallium arsenide thermal conductivity and optical phonon relaxation times from first-principles calculations T Luo, J Garg, J Shiomi, K Esfarjani, G Chen Europhysics Letters 101 (1), 16001, 2013 | 134 | 2013 |

Multifunctional structural design of graphene thermoelectrics by Bayesian optimization M Yamawaki, M Ohnishi, S Ju, J Shiomi Science advances 4 (6), eaar4192, 2018 | 132 | 2018 |