2 papers
cs.LG2024
Protein Structure Prediction in the 3D HP Model Using Deep Reinforcement Learning
Giovanny Espitia, Yui Tik Pang, James C. Gumbart
We address protein structure prediction in the 3D Hydrophobic-Polar lattice model through two novel deep learning architectures. For proteins under 36 residues, our hybrid reservoi…
physics.pop-ph2021
On the Role of Quantum Computing in Science and Cybersecurity
Giovanny Espitia
In this paper, we examine the state art of quantum computing and analyze its potential effects in scientific computing and cybersecurity. Additionally, a non-technical description…