Biblio

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2025
Abhinav Prakash Gahlot, Rafael Orozco, and Felix J. Herrmann, Advancing Geological Carbon Storage Monitoring with 3D Digital Shadow Technology, in EAGE Annual Conference Proceedings, 2025.
Abhinav Prakash Gahlot, Rafael Orozco, and Felix J. Herrmann, Advancing Geological Carbon Storage Monitoring with 3D Digital Shadow Technology. 2025.
Haoyun Li, Abhinav Prakash Gahlot, and Felix J. Herrmann, CO2 Enhanced Oil Recovery Through Digital Shadow Modeling. 2025.
Abhinav Prakash Gahlot and Felix J. Herrmann, Enhancing robustness of Digital Shadow for CO 2 Storage Monitoring with Augmented Rock Physics Modeling. 2025.
Abhinav Prakash Gahlot, Haoyun Li, and Felix J. Herrmann, Optimizing CO2 Storage Monitoring with Enhanced Rock Physics Modeling and Optimal Pressure Control, in CCUS 2025 - Carbon Capture, Utilization, and Storage Conference, 2025.
Abhinav Prakash Gahlot, Haoyun Li, and Felix J. Herrmann, Optimizing CO2 Storage Monitoring with Enhanced Rock Physics Modeling and Optimal Pressure Control, in CCUS 2025 - Carbon Capture, Utilization, and Storage Conference, 2025.
Huseyin Tuna Erdinc, Yunlin Zeng, Abhinav Prakash Gahlot, and Felix J. Herrmann, Power-scaled Bayesian inference with score-based generative models. 2025.
Z. Deng, Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, Probabilistic Joint Recovery Method for CO2 Plume Monitoring. 2025.
J. Park, Grant Bruer, Huseyin Tuna Erdinc, Abhinav Prakash Gahlot, and Felix J. Herrmann, A reduced-order derivative-informed neural operator for subsurface fluid-flow. 2025.
Abhinav Prakash Gahlot, Huseyin Tuna Erdinc, and Felix J. Herrmann, Sensitivity-aware rock physics enhanced digital shadow for underground-energy storage monitoring. 2025.
Z. Deng, Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, Time-lapse full-waveform inversion with uncertainty quantification. 2025.
S. Zeng, Haoyun Li, Abhinav Prakash Gahlot, and Felix J. Herrmann, Well2Flow: Reconstruction of reservoir states from sparse wells using score-based generative models. 2025.
2024
Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, BEACON: Bayesian Experimental design Acceleration with Conditional Normalizing flows - a case study in optimal monitor well placement for CO2 sequestration, in International Meeting for Applied Geoscience and Energy, 2024.
Abhinav Prakash Gahlot, Haoyun Li, Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, A Digital Twin for Geological Carbon Storage with Controlled Injectivity, in International Meeting for Applied Geoscience and Energy, 2024.
Abhinav Prakash Gahlot, Haoyun Li, Ziyi Yin, Rafael Orozco, and Felix J. Herrmann, A Digital Twin for Geological Carbon Storage with Controlled Injectivity, ML4SEISMIC Partners Meeting. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Haoyun Li, Huseyin Tuna Erdinc, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Digital Twins in the Era of Generative AI: Application to Geological CO2 Storage, HCMF Seminar. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Haoyun Li, Huseyin Tuna Erdinc, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, Digital Twins in the era of generative AI - Application to Geological CO2 Storage, ICL Seminar. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Haoyun Li, Huseyin Tuna Erdinc, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, DT4GCS — Digital Twin for Geological CO2 Storage and Control, in Geophysical Research for Gigatonnes CO2 Storage, Colorado School of Mines, 2024.
Felix J. Herrmann, Abhinav Prakash Gahlot, Rafael Orozco, Ziyi Yin, and Haoyun Li, DT4GCS –- Digital Twin for Geological CO2 Storage and Control, in Gigatonnes CO2 Storage Workshop, 2024.
Rafael Orozco, Abhinav Prakash Gahlot, Peng Chen, Mathias Louboutin, and Felix J. Herrmann, Normalizing Flows for Bayesian Experimental Design in Imaging Applications, in EAGE Annual Conference Proceedings, 2024.
Abhinav Prakash Gahlot and Felix J. Herrmann, Optimizing CO2 Storage Monitoring with Enhanced Rock Physics Modeling, ML4SEISMIC Partners Meeting. 2024.
Z. Deng, Rafael Orozco, Abhinav Prakash Gahlot, and Felix J. Herrmann, Probabilistic Joint Recovery Method for CO2 plume monitoring, ML4SEISMIC Partners Meeting. 2024.
Haoyun Li, Zeng, S., Abhinav Prakash Gahlot, and Felix J. Herrmann, Reconstructing Permeability and Saturation in Reservoir Simulation Using Diffusion PDE Models, ML4SEISMIC Partners Meeting. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Ziyi Yin, and Felix J. Herrmann, An uncertainty-aware Digital Shadow for underground multimodal CO2 storage monitoring. 2024.
Abhinav Prakash Gahlot, Rafael Orozco, Haoyun Li, Grant Bruer, Ziyi Yin, Mathias Louboutin, and Felix J. Herrmann, An Uncertainty-Aware Digital Twin for Geological Carbon Storage, in SIAM Conference on Uncertainty Quantification, 2024.

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