Hyun Joo Ro

Robust Optimization in Protein Fitness Landscapes Using Reinforcement Learning in Latent Space

2024 · arXiv (Cornell University)

Proteins are complex molecules responsible for different functions in nature. Enhancing the functionality of proteins and cellular fitness can significantly impact various industries. However, protein optimization using computational methods remains challenging, especially when starting from …