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20242026
most citedMachine learning for predicting ultralow thermal conductivity and high ZT in complex thermoelectric materials

23 citations · 55 across the 9 of their papers we have counts for

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8 papers · 1 filter

cond-mat.mtrl-sci2026

Four-phonon scattering and coherent heat transport in ultrawide-bandgap SrSnO3

Xuejie Li, Xiaoying Wang, Shengying Yue +4

SrSnO3 is a promising ultrawide-bandgap perovskite oxide whose thermal transport is governed by structural distortions and anharmonic lattice dynamics. Here, we investigate the lat…

cond-mat.mtrl-sci2026★ 1 cited

LLM-driven discovery for carbon allotropes with bond-network entropy

Yuzhou Hao, Yujie Liu, Xuejie Li +4

The discovery of novel carbon allotropes with tailored thermal and mechanical properties is critical for advanced thermal management. However, exploring the vast configurational sp…

cond-mat.mtrl-sci2025

Metavalent Bonding-Induced Phonon Hardening and Giant Anharmonicity in BeO

Xuejie Li, Yuzhou Hao, Yujie Liu +6

The search for materials with intrinsically low thermal conductivity () is critical for energy applications, yet conventional descriptors often fail to capture the complex int…

cond-mat.mtrl-sci2025★ 7 cited

PINK: physical-informed machine learning for lattice thermal conductivity

Yujie Liu, Xiaoying Wang, Yuzhou Hao +5

Lattice thermal conductivity () is crucial for efficient thermal management in electronics and energy conversion technologies. Traditional methods for predicting \k{appa}L are…

cond-mat.mtrl-sci2024★ 10 cited

Copper delocalization leads to ultralow thermal conductivity in chalcohalide CuBiSeCl2

Yuzhou Hao, Junwei Che, Xiaoying Wang +5

Mixed anion halide-chalcogenide materials have attracted considerable attention due to their exceptional optoelectronic properties, making them promising candidates for various app…

cond-mat.mtrl-sci2024★ 7 cited

Bonding Hierarchy and Coordination Interaction Leading to High Thermoelectricity in Wide Bandgap TlAgI2

Xiaoying Wang, Mengyang Li, Minxuan Feng +6

High thermoelectric properties are associated with the phonon-glass electron-crystal paradigm. Conventional wisdom suggests that the optimal bandgap of semiconductor to achieve the…

cond-mat.mtrl-sci2024★ 23 cited

Machine learning for predicting ultralow thermal conductivity and high ZT in complex thermoelectric materials

Yuzhou Hao, Yuting Zuo, Jiongzhi Zheng +7

Efficient and precise calculations of thermal transport properties and figure of merit, alongside a deep comprehension of thermal transport mechanisms, are essential for the practi…

cond-mat.mtrl-sci2024★ 7 cited

Anomalous thermal conductivity in 2D silica nanocages of immobilizing noble gas atom

Yang Wang, Zhibin Gao, Xiaoying Wang +6

Noble gas atoms such as Kr and Xe are byproducts of nuclear fission in nuclear plants. How to trap and confine these volatile even radioactive gases is particularly challenging. Re…