Data-driven learning models for protein folding analysis

• Main Author: Tedja, Erika
• Other Authors: Xia Kelin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Science::Mathematics
• Online Access: https://hdl.handle.net/10356/148523
• Institution: Nanyang Technological University

In this paper, the protein folding prediction problem is modelled and solved using reinforcement learning. Deep learning methods have been commonly used to predict protein structure and folding in recent years. However, it has been found that this method may not take into account the energy function...