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1. Manifold Learning in Structural Biology: Docking, Folding, and Simulation

open_access
Open Access
Author:
Sha, Congzhou
Title:
Manifold Learning in Structural Biology: Docking, Folding, and Simulation
Graduate Program:
Engineering Science and Mechanics (PHD)
Keywords:
differentiable programming
machine learning
neural networks
structural biology
Lie group
statistical mechanics
molecular dynamics
RNA structure
differential geometry
File:
Download Sha_dissertation-Final.pdf
Committee Members:
Albert Segall, Program Head/Chair
Elizabeth Proctor, Major Field Member
Mehrdad Mahdavi, Outside Field Member
Nikolay Dokholyan, Chair & Dissertation Advisor
Raymond Hohl, Outside Unit Member