Rafael Orozco
Georgia Institute of Technology
H-index: 6
North America-United States
Top articles of Rafael Orozco
BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows a case study in optimal monitor well placement for CO sequestration
arXiv preprint arXiv:2404.00075
2024/3/28
Rafael Orozco
H-Index: 2
A Digital Twin for Geological Carbon Storage with Controlled Injectivity
arXiv preprint arXiv:2403.19819
2024/3/28
Ziyi Yin
H-Index: 0
Rafael Orozco
H-Index: 2
Probabilistic Bayesian optimal experimental design using conditional normalizing flows
arXiv preprint arXiv:2402.18337
2024/2/28
Rafael Orozco
H-Index: 2
Peng Chen
H-Index: 5
WISE: full-Waveform variational Inference via Subsurface Extensions
Geophysics
2024/4/13
InvertibleNetworks. jl: A Julia package for scalable normalizing flows
arXiv preprint arXiv:2312.13480
2023/12/20
Inference of CO2 flow patterns–a feasibility study
arXiv preprint arXiv:2311.00290
2023/11/1
Rafael Orozco
H-Index: 2
Ziyi Yin
H-Index: 0
Solving multiphysics-based inverse problems with learned surrogates and constraints
Advanced Modeling and Simulation in Engineering Sciences
2023/10/11
Learned multiphysics inversion with differentiable programming and machine learning
The Leading Edge
2023/7
Refining amortized posterior approximations using gradient-based summary statistics
arXiv preprint arXiv:2305.08733
2023/5/15
Reliable amortized variational inference with physics-based latent distribution correction
Geophysics
2023/5/1
Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification
2023/4/3
Amortized normalizing flows for transcranial ultrasound with uncertainty quantification
arXiv preprint arXiv:2303.03478
2023/3/6
Accelerating innovation with software abstractions for scalable computational geophysics
2022/8/15
Memory efficient invertible neural networks for 3D photoacoustic imaging
arXiv preprint arXiv:2204.11850
2022/4/24
Rafael Orozco
H-Index: 2
Mathias Louboutin
H-Index: 12
Wave-equation-based inversion with amortized variational bayesian inference
arXiv preprint arXiv:2203.15881
2022/3/29
Photoacoustic imaging with conditional priors from normalizing flows
2021/10/19
Extended source imaging—A unifying framework for seismic and medical imaging
2020/9/30
Scada data modeling for wind turbine gearbox failure detection using machine learning and big data technologies
2020/3/20
Rafael Orozco
H-Index: 2
Lindy Williams
H-Index: 11
Co-Authors
