7 citations · 13 across the 10 of their papers we have counts for
10 papers
Vector alignment in matrix Lie groups
Congzhou M Sha
Two observers of the same physical system may differ in gauge by a group element acting on their common vector representations, and recovering that element from finite, noisy paire…
A putative, computationally stable structure of homotrimeric BP180/collagen XVII
Congzhou M Sha
Background: BP180, also known as collagen XVII and BPAG2 (bullous pemphigoid antigen 2), is a 180-kDa transmembrane protein within the hemidesmosomal plaque complex, and which is k…
On the continuity of flows
Congzhou M Sha
Flow matching has emerged as a powerful framework for generative modeling through continuous normalizing flows. We investigate a potential topological constraint: when the prior di…
Mitigating collusion in Gold Humanism Honor Society nominations
Congzhou M Sha
An anecdotally common complaint regarding induction into the Gold Humanism Honor Society is the bias toward close friends during the initial nomination process. In this work, we nu…
Optimal alignment of Lorentz orientation and generalization to matrix Lie groups
Congzhou M Sha
There exist elegant methods of aligning point clouds in . Unfortunately, these methods fail to generalize to the case of Minkowski space, as we will show. Instead, we…
tParton: Implementation of next-to-leading order evolution of transversity parton distribution functions
Congzhou M Sha, Bailing Ma
We provide code to solve the Dokshitzer-Gribov-Lipatov-Altarelli-Parisi (DGLAP) evolution equations for the nucleon transversity parton distribution functions (PDFs), which encode…
Charting a finite element, mechanical atlas of dermatologic wound closure
Congzhou M Sha
Wound geometry and the mechanical properties of human skin govern the failure modes of partially healed or scarred tissue. Though dermatologists and surgeons develop an intuitive u…
Differentiable Rotamer Sampling with Molecular Force Fields
Congzhou M. Sha, Jian Wang, Nikolay V. Dokholyan
Molecular dynamics is the primary computational method by which modern structural biology explores macromolecule structure and function. Boltzmann generators have been proposed as…
Simple exponential acceleration of the power iteration algorithm
Congzhou M Sha, Nikolay V Dokholyan
Many real-world problems rely on finding eigenvalues and eigenvectors of a matrix. The power iteration algorithm is a simple method for determining the largest eigenvalue and assoc…
Drug Discovery Approaches using Quantum Machine Learning
Junde Li, Mahabubul Alam, Congzhou M Sha +3
Traditional drug discovery pipeline takes several years and cost billions of dollars. Deep generative and predictive models are widely adopted to assist in drug development. Classi…