The discovery of advanced thermal materials with exceptional phonon properties drives
technological advancements, impacting innovations from electronics to superconductors …

Thermal conductivity is a key thermophysical property governing the heat transport in
materials. Specifically, some applications such as thermoelectrics and thermal coatings …

In this study, we introduced Matini-Net, which is a versatile framework for feature
engineering and automated architecture design for materials informatics research using …

To address the challenges of high error rates and poor generalization in current deep
learning models for predicting lattice thermal conductivity (LTC), we introduce …

Lattice thermal conductivity (κ L) is a crucial physical property of crystals with applications in
thermal management, such as heat dissipation, insulation, and thermoelectric energy …

Electronic devices get smaller and smaller in every generation. In micro-/nano-electronic
devices such as high electron mobility transistors, heat dissipation has become a crucial …