Concepedia

Matthew Plumlee

MP

17

Publications

591

Citations

13

H-Index

2013

Active since

Affiliations

Northwestern University(Current)

Georgia Institute of Technology

University of Michigan

The Ohio State University

Lawrence Berkeley National Laboratory

Matthew Plumlee is an author at Northwestern University specializing in engineering, statistics, and uncertainty quantification.

Top concepts

EngineeringStatisticsUncertainty QuantificationStatistical InferenceModeling And SimulationData ScienceMultiscale ModelingSimulationBiostatisticsComputer Science

Publications per year

2013–2023

17

Publications

17

Bayesian Calibration of Inexact Computer Models

Matthew Plumlee · Journal of the American Statistical Association · 2016 · 140 citations

Bayesian Statistic, Bayesian Statistics, Bayesian Calibration +14

Get on the BAND Wagon: a Bayesian framework for quantifying model uncertainties in nuclear dynamics

Daniel R. Phillips, R. J. Furnstahl, Ulrich Heinz et al. · Journal of Physics G Nuclear and Particle Physics · 2021 · 92 citations · Full text

Calibrating Functional Parameters in the Ion Channel Models of Cardiac Cells

Matthew Plumlee, V. Roshan Joseph, Hui Yang · Journal of the American Statistical Association · 2015 · 55 citations

Cardiac Muscle, Bayesian Statistic, Heart Failure +26

Building Accurate Emulators for Stochastic Simulations via Quantile Kriging

Matthew Plumlee, Rui Tuo · Technometrics · 2013 · 45 citations

Stochastic Simulation, Simulation Methodology, Emulation Technique +14

Towards precise and accurate calculations of neutrinoless double-beta decay

Vincenzo Cirigliano, Zohreh Davoudi, J. Engel et al. · Journal of Physics G Nuclear and Particle Physics · 2022 · 39 citations · Full text

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