Ming Hu

Presentation History

2024 MRS Spring Meeting & Exhibit

Screening Ultralow Thermal Conductivity from 150,000 Crystals by Sub-Trillion-Scale Atomic Data Integrated Deep Learning Approach

Apr 25, 2024, 9:00 AM

2024 MRS Spring Meeting & Exhibit

Sub-Trillion-Scale Atomic Data Integrated Deep Learning Approach for Predicting Thermal Transport Properties of 60,000 Inorganic Perovskites

Apr 24, 2024, 1:45 PM

2024 MRS Spring Meeting & Exhibit

Rapid Prediction of Phonon Density of States by Graph Neural Network and High-Throughput Screening of Candidate Substrates for Wide Bandgap Electronic Cooling

Apr 24, 2024, 9:45 AM

2024 MRS Spring Meeting & Exhibit

High-Throughput Thermoelectric Materials Screening by Novel Deep Convolutional Neural Network with Fused Orbital Field Matrix and Composition Descriptors

Apr 23, 2024, 11:15 AM

2023 MRS Spring Meeting & Exhibit

Predicting Thermodynamic and Phonon Transport Properties of 13,205 Single Perovskite Structures—Toward Stable Perovskite Electronics

Apr 12, 2023, 4:30 PM

2023 MRS Spring Meeting & Exhibit

Machine Learning Accelerated Discovery of Thermal Energy Storage Materials with High Heat Capacity

Apr 12, 2023, 8:45 AM

2023 MRS Spring Meeting & Exhibit

High-Throughput Computing and Screening Thermodynamic and Phonon Transport Properties of 13,205 Dynamically Disordered Perovskites

Apr 11, 2023, 4:15 PM

2023 MRS Spring Meeting & Exhibit

Million-Scale Atomic Data Integrated Deep Learning for Predicting Thermal Transport Properties of 100,000 Structures

Apr 11, 2023, 11:45 AM

2023 MRS Spring Meeting & Exhibit

Developing Single Deep Neural Network for Predicting Complete Phonon Properties of Inorganic Crystals Spanning 63 Elements

Apr 10, 2023, 2:45 PM

2022 MRS Spring Meeting

Deep Neural Network Potentials for >50 Elements and Applications to Phonon Dispersions and Lattice Thermal Conductivity

May 23, 2022, 8:45 PM

2019 MRS Spring Meeting

New Thermal Transport Regime for Partial-Crystalline Partial-Liquid Materials

Apr 25, 2019, 11:15 AM

2019 MRS Spring Meeting

Giant Effect of Spin-Lattice Coupling on the Thermal Transport in Two-Dimensional Ferromagnetic CrI₃

Apr 25, 2019, 9:15 AM

2019 MRS Spring Meeting

Atomic-Level Understanding of Thermal Management for Superionic Conductor Battery Materials

Apr 24, 2019, 5:00 PM

2019 MRS Spring Meeting

Two-Channel Thermal Transport in Ordered-Disordered Superionic Ag₂Te and Its Traditionally Contradictory Enhancement by Nanotwin Boundary

Apr 24, 2019, 10:45 AM

2019 MRS Spring Meeting

Tuning Thermal Transport in Two-Dimensional Ferromagnetic CrI₃ by Spin-Lattice Coupling

Apr 24, 2019, 8:15 AM

2019 MRS Spring Meeting

Lone-Pair Electrons Induced Anomalous Enhancement of Thermal Transport in Strained Planar Two-Dimensional Materials

Apr 23, 2019, 5:00 PM

2019 MRS Spring Meeting

Molecular Dynamics Study of Thermal Transport in Ordered-Disordered Superionic Ag₂Te and Its Traditionally Contradictory Enhancement by Nanotwin Boundary

Apr 23, 2019, 5:00 PM

2019 MRS Spring Meeting

Anomalously Temperature-Dependent Thermal Conductivity of Monolayer GaN with Large Deviations from the Traditional 1/T Law

Apr 23, 2019, 5:00 PM

2019 MRS Spring Meeting

Negative Poisson's Ratio in Two-Dimensional Honeycomb Structures

Apr 23, 2019, 5:00 PM

2018 MRS Spring Meeting

Lone-Pair Electrons Lead to Strong Phonon Anharmonicity and Anomalous Strain Enhancement of Thermal Conductivity

Apr 5, 2018, 9:00 AM