Juan M. Restrepo

Juan M. Restrepo

Oregon State University

H-index: 25

North America-United States

About Juan M. Restrepo

Juan M. Restrepo, With an exceptional h-index of 25 and a recent h-index of 15 (since 2020), a distinguished researcher at Oregon State University, specializes in the field of mathematics, statistical mechanics, AI, geophysical fluid dynamics, acoustics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Data Assimilation with Biases & Random Errors

Probabilistic measures for biological adaptation and resilience

Estimating an Executive Summary of a Time Series: The Tendency

A review of recent and emerging machine learning applications for climate variability and weather phenomena

This Climate is Changing

Stochastic Parametrization of Wave Breaking

Dynamic Likelihood Approach to Filtering

Variable resolution Poisson-disk sampling for meshing discrete fracture networks

Juan M. Restrepo Information

University

Position

Department of Mathematics

Citations(all)

2627

Citations(since 2020)

788

Cited By

2774

hIndex(all)

25

hIndex(since 2020)

15

i10Index(all)

42

i10Index(since 2020)

18

Email

University Profile Page

Oregon State University

Google Scholar

View Google Scholar Profile

Juan M. Restrepo Skills & Research Interests

mathematics

statistical mechanics

AI

geophysical fluid dynamics

acoustics

Top articles of Juan M. Restrepo

Title

Journal

Author(s)

Publication Date

Data Assimilation with Biases & Random Errors

Juan Restrepo

Jorge Ramirez

Caio Alves

2024/3/7

Probabilistic measures for biological adaptation and resilience

Physical Review E

Jorge M Ramirez

Juan Restrepo

Valerio Lucarini

David Weston

2024/2/27

Estimating an Executive Summary of a Time Series: The Tendency

arXiv preprint arXiv:2401.04232

Caio Alves

Juan M Restrepo

Jorge M Ramirez

2024/1/8

A review of recent and emerging machine learning applications for climate variability and weather phenomena

Maria J Molina

Travis A O’Brien

Gemma Anderson

Moetasim Ashfaq

Katrina E Bennett

...

2023/10

This Climate is Changing

APS March Meeting Abstracts

Juan Restrepo

Michael Mann

2022

Stochastic Parametrization of Wave Breaking

Authorea Preprints

Juan Restrepo

Jorge Ramirez

Ken Melville

Luc Deike

2022/11/22

Dynamic Likelihood Approach to Filtering

Authorea Preprints

Juan Restrepo

2022/11/21

Variable resolution Poisson-disk sampling for meshing discrete fracture networks

Journal of Computational and Applied Mathematics

Johannes Krotz

Matthew R Sweeney

Carl W Gable

Jeffrey D Hyman

Juan M Restrepo

2022/6/1

An improved framework for the dynamic likelihood filtering approach to data assimilation

Chaos: An Interdisciplinary Journal of Nonlinear Science

Dallas Foster

Juan M Restrepo

2022/5/1

Calculating Probability Densities with Homotopy and Applications to Particle Filters

International Journal for Uncertainty Quantification

Juan Restrepo

Jorge M Ramirez

2022

Homotopy Sampling and Data Assimilation

Authorea Preprints

Juan Restrepo

Jorge Ramirez

Robert Miller

2022/11/24

AI-Constrained Bottom-Up Ecohydrology and Improved Prediction of Seasonal, Interannual, and Decadal Flood and Drought Risks

Forrest M Hoffman

Jitendra Kumar

Zheng Shi

Anthony P Walker

Jiafu Mao

...

2021/4/15

Uncertainty in Climate Science: Not Cause for Inaction

arXiv preprint arXiv:2108.08781

Juan M Restrepo

Michael E Mann

2021/8/19

Homotopy Particle Filter and Data Assimilation

EGU General Assembly Conference Abstracts

Juan Restrepo

Jorge Ramirez

2021/4

The impact of entrained air on ocean waves

Nonlinear Processes in Geophysics

Juan M Restrepo

Alex Ayet

Luigi Cavaleri

2021/6/14

Gradient sensing via cell communication

Physical Review E

Dallas Foster

Brian Frost-LaPlante

Collin Victor

Juan M Restrepo

2021/2/15

Maximal Poisson-disk sampling for variable resolution conforming delaunay mesh generation: Applications for three-dimensional discrete fracture networks and the surrounding volume

arXiv preprint arXiv:2105.10079

Johannes Krotz

Matthew R Sweeney

Carl W Gable

Jeffrey D Hyman

Juan M Restrepo

2021/5/21

Homotopy Sampling, with an Application to Particle Filters

arXiv preprint arXiv:2105.01576

Juan M Restrepo

Jorge M Ramirez

2021/5/3

Randomized algorithms for scientific computing (RASC)

arXiv preprint arXiv:2104.11079

Aydin Buluc

Tamara G Kolda

Stefan M Wild

Mihai Anitescu

Anthony Degennaro

...

2021/4/19

Dynamic Likelihood Filter: A Data Assimilation Scheme that Exploits Hyperbolicity in Wave Problems to Propagate Observations

AGU Fall Meeting Abstracts

Dallas Foster

Juan M Restrepo

2020/12

See List of Professors in Juan M. Restrepo University(Oregon State University)

Co-Authors

H-index: 83
Raymond E. Goldstein

Raymond E. Goldstein

University of Cambridge

H-index: 74
James M. Hyman

James M. Hyman

Tulane University

H-index: 52
Gregory Eyink

Gregory Eyink

Johns Hopkins University

H-index: 30
Yusuke Uchiyama

Yusuke Uchiyama

Kobe University

H-index: 27
Rustum Choksi

Rustum Choksi

McGill University

H-index: 6
Jared Barber

Jared Barber

Indiana University - Purdue University Indianapolis

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