output
20162022
most citedAn introduction to sampling via measure transport

141 citations

6 papers

cs.MS2022★ 12 cited

ParticLS: Object-oriented software for discrete element methods and peridynamics

Andrew D. Davis, Brendan A. West, Nathanael J. Frisch +2

ParticLS (\emph{Partic}le \emph{L}evel \emph{S}ets) is a software library that implements the discrete element method (DEM) and meshfree methods. ParticLS tracks the interaction be…

physics.geo-ph2021★ 32 cited

Bonded discrete element simulations of sea ice with non-local failure: Applications to Nares Strait

Brendan West, Devin O'Connor, Matthew Parno +2

The discrete element method (DEM) can provide detailed descriptions of sea ice dynamics that explicitly model floes and discontinuities in the ice, which can be challenging to repr…

cs.CE2020★ 74 cited

A phase field model for cohesive fracture in micropolar continua

Hyoung Suk Suh, WaiChing Sun, Devin O'Connor

While crack nucleation and propagation in the brittle or quasi-brittle regime can be predicted via variational or material-force-based phase field fracture models, these models oft…

cs.CV2019★ 8 cited

Remote measurement of sea ice dynamics with regularized optimal transport

M. D. Parno, B. A. West, A. J. Song +2

As Arctic conditions rapidly change, human activity in the Arctic will continue to increase and so will the need for high-resolution observations of sea ice. While satellite imager…

cs.CV2017★ 10 cited

Improved Workflow for Unsupervised Multiphase Image Segmentation

Brendan A. West, Taylor S. Hodgdon, Matthew D. Parno +1

Quantitative image analysis often depends on accurate classification of pixels through a segmentation process. However, imaging artifacts such as the partial volume effect and sens…

stat.CO2016★ 141 cited

An introduction to sampling via measure transport

Youssef Marzouk, Tarek Moselhy, Matthew Parno +1

We present the fundamentals of a measure transport approach to sampling. The idea is to construct a deterministic coupling---i.e., a transport map---between a complex "target" prob…