3 citations · 5 across the 5 of their papers we have counts for
11 papers
Scalable semidefinite programming approach to variational embedding for quantum many-body problems
Yuehaw Khoo, Michael Lindsey
In quantum embedding theories, a quantum many-body system is divided into localized clusters of sites which are treated with an accurate `high-level' theory and glued together self…
Committor functions via tensor networks
Yian Chen, Jeremy Hoskins, Yuehaw Khoo +1
We propose a novel approach for computing committor functions, which describe transitions of a stochastic process between metastable states. The committor function satisfies a back…
Multiscale semidefinite programming approach to positioning problems with pairwise structure
Yian Chen, Yuehaw Khoo, Michael Lindsey
We consider the optimization of pairwise objective functions, i.e., objective functions of the form fo…
A semigroup method for high dimensional committor functions based on neural network
Haoya Li, Yuehaw Khoo, Yinuo Ren +1
This paper proposes a new method based on neural networks for computing the high-dimensional committor functions that satisfy Fokker-Planck equations. Instead of working with parti…
Maximizing robustness of point-set registration by leveraging non-convexity
Cindy Orozco Bohorquez, Yuehaw Khoo, Lexing Ying
Point-set registration is a classical image processing problem that looks for the optimal transformation between two sets of points. In this work, we analyze the impact of outliers…
Method of moments for 3-D single particle ab initio modeling with non-uniform distribution of viewing angles
Nir Sharon, Joe Kileel, Yuehaw Khoo +2
Single-particle reconstruction in cryo-electron microscopy (cryo-EM) is an increasingly popular technique for determining the 3-D structure of a molecule from several noisy 2-D pro…