Member Since 1992
Juan M. Restrepo
Section Head, Mathematics In Computing, Oak Ridge National Laboratory
Professional Experience
Oak Ridge National Laboratory
Section Head, Mathematics In Computing
2020 - Present
Oregon State University
Professor
2015 - 2020
University of Arizona
Professor
1997 - 2015
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Education
Pennsylvania State University Main Campus
Doctorate
1992
Current Roles
Immediate Past President
Nonlinear Geophysics Executive Committee
Chair
Nonlinear Geophysics Donald L. Turcotte Award Committee
Publications
Statistical properties of the surface velocity field in the northern Gulf of Mexico sampled by GLAD ...
The Grand LAgrangian Deployment (GLAD) used multiscale sampling and GPS technology to observe time series of drifter positions with initial drifter...
July 30, 2016
AGU Abstracts
Tackling Epistemic and Aleatoric Forecast Errors in Wave Phenomena using Observations, Models, and Diffusion Map Machine Learning
EFFICIENT DATA-DRIVEN METHODS FOR MULTISCALE STOCHASTIC MODELING AND UNCERTAINTY QUANTIFICATION I ORAL
nonlinear geophysics | 13 december 2023
Juan M. Restrepo, Jorge M. Ramirez
Time dependent data assimilation is a well established Bayesian estimation strategy that take into account aleatoric errors in observations and models...
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Homotopy Sampling, with an Application to Particle Filters
ADVANCES IN DATA ASSIMILATION, PREDICTABILITY, AND UNCERTAINTY QUANTIFICATION II ORAL
nonlinear geophysics | 14 december 2021
Juan M. Restrepo, Jorge M. Ramirez
We describe a homotopy sampling procedure, loosely based on importance sampling. Starting from a known probability distribution, the homotopy procedur...
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Dynamic Likelihood Filter: A Data Assimilation Scheme that Exploits Hyperbolicity in Wave Problems to Propagate Observations
ADVANCES IN DATA ASSIMILATION, PREDICTABILITY, AND UNCERTAINTY QUANTIFICATION I
nonlinear geophysics | 14 december 2020
Dallas Foster, Juan M. Restrepo
We significantly extend the capabilities of the Dynamic Likelihood Filter, a data assimilation scheme tailor made for linear and nonlinear wave proble...
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Volunteer Experience
2023 - 2024
Chair
Nonlinear Geophysics Donald L. Turcotte Award Committee
2023 - 2024
Immediate Past President
Nonlinear Geophysics Executive Committee
2021 - 2022
President
Nonlinear Geophysics Executive Committee
Check out all of Juan M. Restrepo’s AGU Research!
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