Deepthi Sen

Deepthi Sen

PhD student at Texas A&M University

Publications

Data-Driven Rate Optimization Under Geologic Uncertainty

Published in SPE Annual Technical Conference and Exhibition 2020 (Virtual) Proceedings, 2020

A machine-learning based workflow for predicting reservoir connectivity and performing rate optimization over multiple geologic realizations

Recommended citation: Sen, D., Chen, H., Datta-Gupta, A., Kwon, J., & Mishra, S. (2020, October). Data-Driven Rate Optimization Under Geologic Uncertainty. In SPE Annual Technical Conference and Exhibition. Society of Petroleum Engineers. https://www.onepetro.org/conference-paper/SPE-201325-MS

Automatic Detection of Anomalous Density Measurements due to Wellbore Cave-in

Published in Petrophysics, 2020

A time-series clustering based approach for anomaly detection in density and caliper logs

Recommended citation: Sen, D., Ong, C., Kainkaryam, S., & Sharma, A. (2020, September 23). Automatic Detection of Anomalous Density Measurements due to Wellbore Cave-in. Society of Petrophysicists and Well-Log Analysts. https://www.onepetro.org/journal-paper/SPWLA-2020-v61n5a3https://www.sciencedirect.com/science/article/pii/S187551001630909X

Eagle Ford shale play economics: US versus Mexico

Published in Journal of Natural Gas Science and Engineering, 2017

A comparative study of hydrocarbon tax regimes in Texas and Mexico as applied to shale oil wells completed in the Eagle Ford formation

Recommended citation: Weijermars, R., Sorek, N., Sen, D., & Ayers, W. B. (2017). Eagle Ford shale play economics: US versus Mexico. Journal of Natural Gas Science and Engineering, 38, 345-372. https://www.sciencedirect.com/science/article/pii/S187551001630909X

Multiway continuous hidden Markov model‐based approach for fault detection and diagnosis

Published in AIChE Journal, 2014

A fault detection and classification scheme that uses probabilistic inference based on multiway continuous hidden Markov models (MCHMM).

Recommended citation: Sen, D., Raihan, D., & Chidambaram, M. Multiway continuous hidden Markov model based approach for fault detection and diagnosis. AIChE Journal. doi:10.1002/aic.14386. https://aiche.onlinelibrary.wiley.com/doi/abs/10.1002/aic.14386