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Keywords

Data assimilation, Uncertainty Quantification, Sensitivity Analysis, Machine Learning

Countries

United States

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Employment (3)

Los Alamos National Laboratory: Los Alamos, NM, US

2012-10-12 to present | Scientist II (T-5: APPLIED MATHEMATICS AND PLASMA PHYSICS)
Employment
Source: check_circle
Los Alamos National Laboratory

Los Alamos National Laboratory: Los Alamos, NM, US

2012-10 to present | Scientist II (Applied Mathematics and Statistics)
Employment
Source: Self-asserted source
Humberto C Godinez

Los Alamos National Laboratory: Los Alamos, NM, US

2009-06 to 2012-10 | Postdoc (Applied Mathematics and Statistics)
Employment
Source: Self-asserted source
Humberto C Godinez

Education and qualifications (3)

Portland State University: Portland, OR, US

2004-08 to 2009-05 | Ph.D. (Mathematics and Statistics)
Education
Source: Self-asserted source
Humberto C Godinez

Washington State University: Pullman, WA, US

2001-08 to 2004-05 | Masters Degree in Mathematics (Mathematics and Statistics)
Education
Source: Self-asserted source
Humberto C Godinez

Universidad de Guadalajara: Guadalajara, Jalisco, MX

1996-08 to 2000-05 | Bachelor in Science (Mathematics)
Education
Source: Self-asserted source
Humberto C Godinez

Works (12)

Reduced‐Order Probabilistic Emulation of Physics‐Based Ring Current Models: Application to RAM‐SCB Particle Flux

Space Weather
2024-06 | Journal article
DOI: 10.1029/2023SW003706
Contributors: Alfredo A. Cruz; Rashmi Siddalingappa; Piyush M. Mehta; Steven K. Morley; Humberto C. Godinez; Vania K. Jordanova
Source: check_circle
Crossref

Reduced-Order Probabilistic Emulation of Physics-Based Ring Current Models: Application to RAM-SCB Particle Flux

2023-09-14 | Preprint
DOI: 10.22541/essoar.169466161.13316560/v1
Contributors: Alfredo A Cruz; Piyush M Mehta; Steven K. Morley; Humberto C Godinez; Vania K. Jordanova
Source: check_circle
Crossref

Data-Driven Specification of Earth's Magnetic Field

2021-12-14 | Report
DOI: 10.2172/1836955
Contributors: Humberto Godinez Vazquez
Source: check_circle
Crossref

Data Assimilation Methods for Dynamical Systems [Slides]

2021-07-01 | Report
DOI: 10.2172/1805710
Contributors: Humberto Godinez Vazquez
Source: check_circle
Crossref

Exploring a New Computationally Efficient Data Assimilation Algorithm For Ocean Models

2021-06-23 | Other
DOI: 10.1002/essoar.10507378.1
Contributors: Elizabeth Carlson; Luke P. Van Roekel; Humberto C Godinez; Mark R. Petersen; Adam Larios
Source: check_circle
Crossref

Assimilation of Dynamic Combined Finite Discrete Element Methods Using the Ensemble Kalman Filter

Applied Sciences
2021-03-24 | Journal article
DOI: 10.3390/app11072898
Contributors: Humberto C. Godinez; Esteban Rougier
Source: check_circle
Crossref
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A data-driven non-linear assimilation framework with neural networks

Computational Geosciences
2021-02-22 | Journal article
DOI: 10.1007/s10596-020-10001-6
Contributors: Nishant Panda; M. Giselle Fernández-Godino; Humberto C. Godinez; Clint Dawson
Source: check_circle
Crossref

Data Assimilative Optimization of WSA Source Surface and Interface Radii using Particle Filtering

2020-01-24 | Other
DOI: 10.1002/essoar.10502019.1
Contributors: Grant Meadors; Humberto Godinez; Kyle Hickmann; Carl Henney; Shaela Jones; Charles Arge
Source: check_circle
Crossref

Fourier amplitude sensitivity test applied to dynamic combined finite‐discrete element methods–based simulations

International Journal for Numerical and Analytical Methods in Geomechanics
2019-01 | Journal article
DOI: 10.1002/nag.2852
Contributors: Humberto C. Godinez; Esteban Rougier; Dave Osthus; Zhou Lei; Earl Knight; Gowri Srinivasan
Source: check_circle
Crossref

What is it: Adjoint Methods in Optimizations?

2018-07-16 | Report
DOI: 10.2172/1460665
Contributors: Humberto C. Godinez Vazquez
Source: check_circle
Crossref

IMPACT project HPC report slides

2017-02-24 | Report
DOI: 10.2172/1345143
Contributors: Humberto C. Godinez Vazquez
Source: check_circle
Crossref

SHIELDS project:Space Hazards Induced near Earth by Large, Dynamic Storms IC report

2016-12-21 | Report
DOI: 10.2172/1337143
Contributors: Humberto C. Godinez Vazquez; Vania Koleva Jordanova
Source: check_circle
Crossref

Peer review (2 reviews for 2 publications/grants)

Review activity for Journal of geophysical research. (1)
Review activity for Symmetry. (1)
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