Diagnostic Models for Wind Turbine Gearbox Components Using SCADA Time Series Data. - Rafael Orozco; Shuangwen Sheng; Caleb Phillips (ICPHM, 2018)

Multidimensional Compression with Pattern Matching. - Olivia Del Guercio; Rafael Orozco; Alex Sim; K. John Wu (DCC, 2019)

Similarity-based Compression with Multidimensional Pattern Matching. - Olivia Del Guercio; Rafael Orozco; Alex Sim; Kesheng Wu (SNTA@HPDC, 2019)

Extended source imaging, a unifying framework for seismic & medical imaging. - Ziyi Yin 002; Rafael Orozco; Philipp A. Witte; Mathias Louboutin; Gabrio Rizzuti; Felix J. Herrmann (CoRR, 2020)

Accelerating innovation with software abstractions for scalable computational geophysics. - Mathias Louboutin; Philipp A. Witte; Ali Siahkoohi; Gabrio Rizzuti; Ziyi Yin 002; Rafael Orozco; Felix J. Herrmann (CoRR, 2022)

Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging. - Rafael Orozco; Mathias Louboutin; Felix J. Herrmann (CoRR, 2022)

Reliable amortized variational inference with physics-based latent distribution correction. - Ali Siahkoohi; Gabrio Rizzuti; Rafael Orozco; Felix J. Herrmann (CoRR, 2022)

Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification. - Rafael Orozco; Mathias Louboutin; Ali Siahkoohi; Gabrio Rizzuti; Tristan van Leeuwen; Felix Johan Herrmann (MIDL, 2023)

Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification. - Rafael Orozco; Ali Siahkoohi; Gabrio Rizzuti; Tristan van Leeuwen; Felix J. Herrmann (Image Processing, 2023)

Learned multiphysics inversion with differentiable programming and machine learning. - Mathias Louboutin; Ziyi Yin 002; Rafael Orozco; Thomas J. Grady II; Ali Siahkoohi; Gabrio Rizzuti; Philipp A. Witte; Olav Møyner; Gerard J. Gorman; Felix J. Herrmann (CoRR, 2023)

Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics. - Rafael Orozco; Ali Siahkoohi; Mathias Louboutin; Felix J. Herrmann (CoRR, 2023)

Inference of CO2 flow patterns - a feasibility study. - Abhinav Prakash Gahlot; Huseyin Tuna Erdinc; Rafael Orozco; Ziyi Yin 002; Felix J. Herrmann (CoRR, 2023)

Solving multiphysics-based inverse problems with learned surrogates and constraints. - Ziyi Yin 002; Rafael Orozco; Mathias Louboutin; Felix J. Herrmann (Adv. Model. Simul. Eng. Sci., 2023)

WISE: full-Waveform variational Inference via Subsurface Extensions. - Ziyi Yin 002; Rafael Orozco; Mathias Louboutin; Felix J. Herrmann (CoRR, 2024)

Probabilistic Bayesian optimal experimental design using conditional normalizing flows. - Rafael Orozco; Felix J. Herrmann; Peng Chen (CoRR, 2024)

BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO2 sequestration. - Rafael Orozco; Abhinav Prakash Gahlot; Felix J. Herrmann (CoRR, 2024)

ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems. - Rafael Orozco; Ali Siahkoohi; Mathias Louboutin; Felix J. Herrmann (CoRR, 2024)

WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction. - Ziyi Yin 002; Rafael Orozco; Felix J. Herrmann (CoRR, 2024)

Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models. - Huseyin Tuna Erdinc; Rafael Orozco; Felix J. Herrmann (CoRR, 2024)

An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring. - Abhinav Prakash Gahlot; Rafael Orozco; Ziyi Yin 002; Felix J. Herrmann (CoRR, 2024)

Machine learning-enabled velocity model building with uncertainty quantification. - Rafael Orozco; Huseyin Tuna Erdinc; Yunlin Zeng; Mathias Louboutin; Felix J. Herrmann (CoRR, 2024)

InvertibleNetworks.jl: A Julia package for scalable normalizing flows. - Rafael Orozco; Philipp A. Witte; Mathias Louboutin; Ali Siahkoohi; Gabrio Rizzuti; Bas Peters; Felix J. Herrmann (J. Open Source Softw., 2024)

Probabilistic Joint Recovery Method for CO2 Plume Monitoring. - Zijun Deng; Rafael Orozco; Abhinav Prakash Gahlot; Felix J. Herrmann (CoRR, 2025)

Advancing Geological Carbon Storage Monitoring With 3d Digital Shadow Technology. - Abhinav Prakash Gahlot; Rafael Orozco; Felix J. Herrmann (CoRR, 2025)