Wei Yu

University of Auckland — New Zealand

Materials Science · Physical Sciences

11h-index557citations43works4.02yr avg
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Research Topics

Machine Learning in Materials Science(8), Electronic and Structural Properties of Oxides(6), Advanced Sensor and Energy Harvesting Materials(5), Semiconductor materials and devices(5), Electrocatalysts for Energy Conversion(4)

Publications43 total

A federated learning-based Aflatoxin M1 prediction model under a data enhancement strategy
Journal of Food Engineering·2025
Polarization-engineered electron transport in <i>β</i> -Ga2O3/SiC heterojunctions: Atomic-scale modulation via SiC polymorphic selection
Applied Physics Letters·2025· 1 cited
Structural and electronic properties of hydrogen-terminated diamond field-effect transistors with h-BN gate dielectric featuring native point defects
Applied Physics Letters·2025
Theoretical Study on the Interface and Transport Properties of Ti₃AuC₂ MAX Phase/4H-SiC Heterostructures for High-Temperature Power Device Applications
IEEE Transactions on Electron Devices·2025· 2 cited
Breaking efficiency Limits in solar water Splitting: Ferroelectric CuInP2Se6 with Ni Single-Atom cocatalysts for enhanced carrier separation and activity
Journal of Colloid and Interface Science·2025· 2 cited
Metal contacts and Schottky barriers at <i>β</i>-Ga2O3 interfaces: High-throughput-assisted first-principles calculations
Journal of Applied Physics·2025· 5 citedOpen Access
Detection of Veterinary Drug Residues in Raw Milk: Machine Learning Modeling and Federated Learning Optimization
SSRN Electronic Journal·2025Open Access
Rational design of a two-dimensional metal–organic framework for high-efficiency bifunctional oxygen electrocatalysis
Journal of Materials Chemistry A·2025· 2 cited
Theoretical insights into the interface engineering of β-Ga2O3 devices with ferroelectric HfO2 gate dielectric: Impact of polarization direction
Surfaces and Interfaces·2024· 5 cited
Gas Sensing of C<sub>3</sub>F<sub>7</sub>CN Decomposition Products on Doped <i>h</i>-AlN Monolayer: A DFT-NEGF Study
IEEE Sensors Journal·2024
Flexible Ti3C2Tx-Polyurethane Electrodes for Versatile Wearable Applications
Polymers·2024· 5 citedOpen Access
Origin of two-dimensional hole gas at the hydrogen-terminated diamond surfaces: Negative interface valence-induced upward band bending
Journal of Material Science and Technology·2024· 7 cited
The application of multi-scale simulation in advanced electronic packaging
Fundamental Research·2024· 24 citedOpen Access
Quantum transport in WSe2/SnSe2 tunneling field effect transistors with high-k gate dielectrics
Journal of Material Science and Technology·2024· 3 cited
High-throughput interface prediction and generation scheme: The case of <b> <i>β</i> </b>-Ga2O3/AlN interfaces
Applied Physics Letters·2023· 6 cited
Theoretical Insights Into the Interface Properties of Hydrogen-Terminated and Oxidized Silicon-Terminated Diamond Field-Effect Transistors With h-BeO Gate Dielectric
IEEE Transactions on Electron Devices·2023· 10 cited
Active Learning the High-Dimensional Transferable Hubbard <i>U</i> and <i>V</i> Parameters in the DFT + <i>U</i> + <i>V</i> Scheme
Journal of Chemical Theory and Computation·2023· 14 cited
Machine Learning Paves the Way for High Entropy Compounds Exploration: Challenges, Progress, and Outlook
Advanced Materials·2023· 63 citedOpen Access
High-Accuracy Machine-Learned Interatomic Potentials for the Phase Change Material Ge<sub>3</sub>Sb<sub>6</sub>Te<sub>5</sub>
Chemistry of Materials·2023· 6 cited
Theoretical predictions of the structural stability and property contrast for Sb-rich Ge3Sb6Te5 phase-change materials
Applied Physics Letters·2023· 6 cited
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Frequent Co-authors

Zhaofu Zhang(23), Yuzheng Guo(23), Xuhao Wan(16), John Robertson(15), Qingzhong Gui(13), Sheng Liu(9), Hailing Guo(8), Jinhao Su(8), Anyang Wang(6), Xiting Wang(5), Zeyuan Li(4), Babak Ziaie(4), Hongxia Zhong(4), Rahim Rahimi(3), Manuel Ochoa(3), Chunmin Cheng(3), Ruyue Cao(3), S.M. Shaw(3), Huan Niu(2), Ke Xue(2)