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Shenghong Ju
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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
3512017
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
3502019
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
1792019
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
1702020
Designing metamaterials with quantum annealing and factorization machines
K Kitai, J Guo, S Ju, S Tanaka, K Tsuda, J Shiomi, R Tamura
Physical Review Research 2 (1), 013319, 2020
1642020
Multifunctional structural design of graphene thermoelectrics by Bayesian optimization
M Yamawaki, M Ohnishi, S Ju, J Shiomi
Science advances 4 (6), eaar4192, 2018
1452018
China’s energy transitions for carbon neutrality: challenges and opportunities
C Zhao, S Ju, Y Xue, T Ren, Y Ji, X Chen
Carbon Neutrality 1 (1), 7, 2022
1332022
Identifying the geometric catalytic active sites of crystalline cobalt oxyhydroxides for oxygen evolution reaction
S Wang, Q Jiang, S Ju, CS Hsu, HM Chen, D Zhang, F Song
Nature Communications 13 (1), 6650, 2022
1002022
Thermal boundary conductance across heteroepitaxial ZnO/GaN interfaces: assessment of the phonon gas model
JT Gaskins, G Kotsonis, A Giri, S Ju, A Rohskopf, Y Wang, T Bai, E Sachet, ...
Nano letters 18 (12), 7469-7477, 2018
832018
MDTS: automatic complex materials design using Monte Carlo tree search
T M. Dieb, S Ju, K Yoshizoe, Z Hou, J Shiomi, K Tsuda
Science and technology of advanced materials 18 (1), 498-503, 2017
732017
Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning
S Ju, R Yoshida, C Liu, S Wu, K Hongo, T Tadano, J Shiomi
Physical Review Materials 5 (5), 053801, 2021
652021
Size effect on the thermal conductivity of ultrathin polystyrene films
J Liu, S Ju, Y Ding, R Yang
Applied Physics Letters 104 (15), 2014
622014
Materials informatics for heat transfer: recent progresses and perspectives
S Ju, J Shiomi
Nanoscale and Microscale Thermophysical Engineering 23 (2), 157-172, 2019
592019
Investigation of interfacial thermal resistance of bi-layer nanofilms by nonequilibrium molecular dynamics
S Ju, X Liang, S Wang
Journal of Physics D: Applied Physics 43 (8), 085407, 2010
492010
Thermal conductivity of nanocrystalline silicon by direct molecular dynamics simulation
S Ju, X Liang
Journal of Applied Physics 112 (6), 2012
482012
Investigation on interfacial thermal resistance and phonon scattering at twist boundary of silicon
SH Ju, XG Liang
Journal of Applied Physics 113 (5), 2013
462013
Monte Carlo tree search for materials design and discovery
TM Dieb, S Ju, J Shiomi, K Tsuda
MRS Communications 9 (2), 532-536, 2019
442019
Revisiting PbTe to identify how thermal conductivity is really limited
S Ju, T Shiga, L Feng, J Shiomi
Physical Review B 97 (18), 184305, 2018
402018
Elastic inhomogeneity and anomalous thermal transport in ultrafine Si phononic crystals
K Takahashi, M Fujikane, Y Liao, M Kashiwagi, T Kawasaki, N Tambo, ...
Nano Energy 71, 104581, 2020
352020
Ultimate impedance of coherent heat conduction in van der Waals graphene-MoS2 heterostructures
S Hu, S Ju, C Shao, J Guo, B Xu, M Ohnishi, J Shiomi
Materials Today Physics 16, 100324, 2021
322021
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Artikler 1–20