Rafael Orozco - RankMe

27 papers B 2Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advancing Geological Carbon Storage Monitoring With 3d Digital Shadow Technology. CoRR Abhinav Prakash Gahlot, Rafael Orozco, Felix J. Herrmann
2025	J	`jnl`	Probabilistic Joint Recovery Method for CO CoRR Zijun Deng, Rafael Orozco, Abhinav Prakash Gahlot, Felix J. Herrmann
2024	J	`jnl`	ASPIRE: Iterative Amortized Posterior Inference for Bayesian Inverse Problems. CoRR Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
2024	J	`jnl`	An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring. CoRR Abhinav Prakash Gahlot, Rafael Orozco, Ziyi Yin, Felix J. Herrmann
2024	J	`jnl`	BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO CoRR Rafael Orozco, Abhinav Prakash Gahlot, Felix J. Herrmann
2024	J	`jnl`	Generative Geostatistical Modeling from Incomplete Well and Imaged Seismic Observations with Diffusion Models. CoRR Huseyin Tuna Erdinc, Rafael Orozco, Felix J. Herrmann
2024	J	`jnl`	InvertibleNetworks.jl: A Julia package for scalable normalizing flows. J. Open Source Softw. Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, Felix J. Herrmann
2024	J	`jnl`	Machine learning-enabled velocity model building with uncertainty quantification. CoRR Rafael Orozco, Huseyin Tuna Erdinc, Yunlin Zeng, Mathias Louboutin, Felix J. Herrmann
2024	J	`jnl`	Probabilistic Bayesian optimal experimental design using conditional normalizing flows. CoRR Rafael Orozco, Felix J. Herrmann, Peng Chen
2024	J	`jnl`	WISE: full-Waveform variational Inference via Subsurface Extensions. CoRR Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann
2024	J	`jnl`	WISER: multimodal variational inference for full-waveform inversion without dimensionality reduction. CoRR Ziyi Yin, Rafael Orozco, Felix J. Herrmann
2023	B	`conf`	Adjoint operators enable fast and amortized machine learning based Bayesian uncertainty quantification. Image Processing Rafael Orozco, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann
2023	—	`conf`	Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification. MIDL Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix Johan Herrmann
2023	J	`jnl`	Amortized Normalizing Flows for Transcranial Ultrasound with Uncertainty Quantification. CoRR Rafael Orozco, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Tristan van Leeuwen, Felix J. Herrmann
2023	J	`jnl`	Inference of CO2 flow patterns - a feasibility study. CoRR Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, Rafael Orozco, Ziyi Yin, Felix J. Herrmann
2023	J	`jnl`	InvertibleNetworks.jl: A Julia package for scalable normalizing flows. CoRR Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Ali Siahkoohi, Gabrio Rizzuti, Bas Peters, Felix J. Herrmann
2023	J	`jnl`	Learned multiphysics inversion with differentiable programming and machine learning. CoRR Mathias Louboutin, Ziyi Yin, Rafael Orozco, Thomas J. Grady II, Ali Siahkoohi, Gabrio Rizzuti, Philipp A. Witte, Olav Møyner, Gerard J. Gorman, Felix J. Herrmann
2023	J	`jnl`	Refining Amortized Posterior Approximations using Gradient-Based Summary Statistics. CoRR Rafael Orozco, Ali Siahkoohi, Mathias Louboutin, Felix J. Herrmann
2023	J	`jnl`	Solving multiphysics-based inverse problems with learned surrogates and constraints. Adv. Model. Simul. Eng. Sci. Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann
2023	J	`jnl`	Solving multiphysics-based inverse problems with learned surrogates and constraints. CoRR Ziyi Yin, Rafael Orozco, Mathias Louboutin, Felix J. Herrmann
2022	J	`jnl`	Accelerating innovation with software abstractions for scalable computational geophysics. CoRR Mathias Louboutin, Philipp A. Witte, Ali Siahkoohi, Gabrio Rizzuti, Ziyi Yin, Rafael Orozco, Felix J. Herrmann
2022	J	`jnl`	Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging. CoRR Rafael Orozco, Mathias Louboutin, Felix J. Herrmann
2022	J	`jnl`	Reliable amortized variational inference with physics-based latent distribution correction. CoRR Ali Siahkoohi, Gabrio Rizzuti, Rafael Orozco, Felix J. Herrmann
2020	J	`jnl`	Extended source imaging, a unifying framework for seismic & medical imaging. CoRR Ziyi Yin, Rafael Orozco, Philipp A. Witte, Mathias Louboutin, Gabrio Rizzuti, Felix J. Herrmann
2019	B	`conf`	Multidimensional Compression with Pattern Matching. DCC Olivia Del Guercio, Rafael Orozco, Alex Sim, K. John Wu
2019	—	`conf`	Similarity-based Compression with Multidimensional Pattern Matching. SNTA@HPDC Olivia Del Guercio, Rafael Orozco, Alex Sim, Kesheng Wu
2018	—	`conf`	Diagnostic Models for Wind Turbine Gearbox Components Using SCADA Time Series Data. ICPHM Rafael Orozco, Shuangwen Sheng, Caleb Phillips