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20152026
most citedEfficient Algorithms for t-distributed Stochastic Neighborhood Embedding

607 citations · 817 across the 43 of their papers we have counts for

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Showing 2022Show all

6 papers · 1 filter

math-ph2022

Integral formulation of Klein-Gordon singular waveguides

Guillaume Bal, Jeremy Hoskins, Solomon Quinn +1

We consider the analysis of singular waveguides separating insulating phases in two-space dimensions. The insulating domains are modeled by a massive Schrödinger equation and the s…

math.NA2022★ 21 cited

A Neural Network Warm-Start Approach for the Inverse Acoustic Obstacle Scattering Problem

Mo Zhou, Jiequn Han, Manas Rachh +1

We consider the inverse acoustic obstacle problem for sound-soft star-shaped obstacles in two dimensions wherein the boundary of the obstacle is determined from measurements of the…

math.NA2022★ 5 cited

On the robustness of inverse scattering for penetrable, homogeneous objects with complicated boundary

Carlos Borges, Manas Rachh, Leslie Greengard

The acoustic inverse obstacle scattering problem consists of determining the shape of a domain from measurements of the scattered far field due to some set of incident fields (prob…

stat.CO2022★ 1 cited

Equispaced Fourier representations for efficient Gaussian process regression from a billion data points

Philip Greengard, Manas Rachh, Alex Barnett

We introduce a Fourier-based fast algorithm for Gaussian process regression in low dimensions. It approximates a translationally-invariant covariance kernel by complex exponentials…

physics.optics2022★ 1 cited

Quantum electrodynamics of chiral waveguide arrays

Jeremy Hoskins, Manas Rachh, John C Schotland

We consider the quantum electrodynamics of a binary array of chiral waveguides, each containing many atoms. We show that the one-photon amplitude of a single-excitation state obeys…

math.NA2022

FMM-LU: A fast direct solver for multiscale boundary integral equations in three dimensions

Daria Sushnikova, Leslie Greengard, Michael O'Neil +1

We present a fast direct solver for boundary integral equations on complex surfaces in three dimensions using an extension of the recently introduced recursive strong skeletonizati…