Designing nanostructures for phonon transport via Bayesian optimization

S Ju, T Shiga, L Feng, Z Hou, K Tsuda, J Shiomi - Physical Review X, 2017 - APS
We demonstrate optimization of thermal conductance across nanostructures by develo**
a method combining atomistic Green's function and Bayesian optimization. With an aim to …

Materials informatics for heat transfer: recent progresses and perspectives

S Ju, J Shiomi - Nanoscale and Microscale Thermophysical …, 2019 - Taylor & Francis
With the advances in materials and integration of electronics and thermoelectrics, the
demand for novel crystalline materials with ultimate high/low thermal conductivity is …

[PDF][PDF] A review on phonon transport within polycrystalline materials

Q Hao, J Garg - ES Materials & Manufacturing, 2021 - par.nsf.gov
As one fundamental problem in materials science research, thermal transport across grain
boundaries is critical to many energy-related applications. Due to the complexity of grain …

Heat transport at silicon grain boundaries

E Isotta, S Jiang, R Bueno‐Villoro… - Advanced Functional …, 2024 - Wiley Online Library
Engineering microstructural defects, like grain boundaries, offers superior control over
transport properties in energy materials. However, technological advancement requires …

[HTML][HTML] Structure and lattice thermal conductivity of grain boundaries in silicon by using machine learning potential and molecular dynamics

S Fujii, A Seko - Computational Materials Science, 2022 - Elsevier
In silicon, lattice thermal conductivity plays an important role in a wide range of applications
such as thermoelectric and microelectronic devices. Grain boundaries (GBs) in …

Revisiting the reduction of thermal conductivity in nano-to micro-grained bismuth telluride: the importance of grain-boundary thermal resistance

S Wang, X Lu, A Negi, J He, K Kim, H Shao… - arxiv preprint arxiv …, 2021 - arxiv.org
Nanograined bulk alloys based on bismuth telluride (Bi2Te3) are the dominant materials for
room-temperature thermoelectric applications. In numerous studies, existing bulk phonon …

[HTML][HTML] Designing thermal functional materials by coupling thermal transport calculations and machine learning

S Ju, S Shimizu, J Shiomi - Journal of Applied Physics, 2020 - pubs.aip.org
Advances in materials informatics (MI), which combines material property calculations/
measurements and informatics algorithms, have realized properties in the nanostructures of …

[HTML][HTML] Prediction of thermal conductivities of rubbers by MD simulations—new insights

A Vasilev, T Lorenz, C Breitkopf - Polymers, 2022 - mdpi.com
In this article, two main approaches to the prediction of thermal conductivities by molecular
dynamics (MD) simulations are discussed, namely non-equilibrium molecular dynamics …

Modulating interfacial thermal conductance of atomic-scale Si/Si and Al/Al interfaces via adjusting twist angles

Y Dong, H Cheng, Y Tao, Y Ding, M Huang… - Applied Surface …, 2025 - Elsevier
While various methods have been proposed to modulate interfacial heat transport in
semiconductors and metals, the intrinsic mechanisms by which twist angle affects interfacial …

Thermal boundary resistance correlated with strain energy in individual Si film-wafer twist boundaries

D Xu, R Hanus, Y **ao, S Wang, GJ Snyder… - Materials Today …, 2018 - Elsevier
Nanoscale interfaces, such as grain boundaries (GBs) within a polycrystalline material, play
an important role in suppressing the phonon heat transport. The interfacial thermal …