Giovanny Espitia's Notes
Giovanny Espitia

Giovanny Espitia

Ph.D. Student in Physics · The University of Texas at Austin

Theoretical & Computational Condensed Matter Physics

Advisor: Mit H. Naik · Dean's Strategic Fellow


Education

The University of Texas at Austin

Ph.D. in Physics · 2024 – Present

Dean's Strategic Fellow — sole recipient in the Department of Physics

Georgia Institute of Technology

B.S. in Physics, Highest Honors · 2021 – 2024


Selected Publications

  1. G. Espitia, S.H. Lee, et al., “Taco flat bands at a magic twist angle in bilayer transition metal dichalcogenides.” Submitted to PRL, 2025
  2. C. Shi, Y. Li, Y. Jiang, Y. Luo, G. Espitia, et al., “Electron Ptychography Reveals Layer-Resolved Picometer-Scale Relaxation in Large-Angle Moiré.” Science (in review), 2025
  3. Z. Liu, G. Espitia, et al., “Giant intervalley exciton absorption in a large twist-angle semiconductor bilayer.” Nature (in review), 2025
  4. Z. Liu, Q. Gao, Y. Li, G. Espitia, et al., “Field-Tunable Valley Coupling in a Dodecagonal Semiconductor Quasicrystal.” Nature Physics, 2025
  5. G. Espitia, Y.T. Pang, J.C. Gumbart, “Protein Structure Prediction Using Deep Reinforcement Learning in the 3D HP Model.” arXiv:2412.20329, 2024
Full CV (PDF) →

Awards

  • Antoniewicz Endowed Presidential Fellowship in Condensed Matter Physics (2025)
  • Dean's Strategic Fellowship, UT Austin Dept. of Physics (2024–2025)
  • Faculty Honors Award, Georgia Tech (2021–2024)
  • First-Year Research Scholarship, Kennesaw State University (2020–2021)

Software

TwisterASE

A Python toolkit for generating twisted layered material structures (graphene, hBN, TMDs) and producing ready-to-run LAMMPS input files for molecular dynamics simulations.


Skills & Languages

Programming: Python, Julia, MATLAB, PyTorch, C++, CUDA, High-Performance Computing

Languages: English (native), Spanish (fluent)