- 👋 Hi, I'm @hztttt (Huang Zhengtao)
- 🌱 PhD student in computational materials science, working on machine-learning interatomic potentials and spin–lattice dynamics
- ⚛️ I build and apply ML potentials (DeepSPIN / DeePMD) for magnetic materials, coupling spin and lattice degrees of freedom
- 🖥️ Toolbox: LAMMPS, molecular dynamics, free-energy & phase-diagram methods (thermodynamic integration), Python
- 📈 Interested in how magnetic order couples to defects, phase transitions, and thermodynamics in Fe-based alloys
- 💞️ Open to collaborate on ML potentials, magnetic materials simulation, and computational thermodynamics
- 📫 Reach me: hzt990224@gmail.com
Popular repositories Loading
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Synergistic_Optimization
Synergistic_Optimization PublicSynergistic Optimization of magnetic systems with DeepSPIN method and lammps framework.
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deepmd-kit
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A deep learning package for many-body potential energy representation and molecular dynamics
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dpti_spin
dpti_spin PublicForked from deepmodeling/dpti
A Python Package to Automate Thermodynamic Integration Calculations for Free Energy
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LAMMPS
LAMMPS PublicForked from PacktPublishing/Extending-and-Modifying-LAMMPS-Writing-Your-Own-Source-Code
Extending and Modifying LAMMPS Writing Your Own Source Code, published by Packt
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Synergistic-Optimization
Synergistic-Optimization PublicForked from yangtengleo/DeepSPIN
Synergistic Optimization of magnetic systems with DeepSPIN method and lammps framework.
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