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
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
Enhanced Short-term Weather Forecasts through Temporal Variation Encoding in Machine Learning Models
AGU 2024
atmospheric sciences | 12 december 2024
Ming Fan, Hyungyu Kang, Wei Zhang, Juan M. Restrep...
Machine learning (ML) techniques have emerged as a promising approach to improve regional weather forecast accuracy and reliability through data-drive...
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Understanding the Influences of Platform Motions on Floating Offshore Wind Turbine Power Generation and Wake Characteristics
AGU 2024
atmospheric sciences | 12 december 2024
Matthew R. Norman, Juan M. Restrepo, Stuart Slatte...
Floating offshore wind farms promise significant access to wind energy due to low surface friction and minimal surface obstacles. Reducing uncertainti...
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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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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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