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Proceedings Papers

Application of Machine Learning in Downhole CO2 Measurement Using Formation Tester

Nishant Kumar, Anis Turki, Bin Dai, Amirul Afiq B Yaakob
Paper presented at the ADIPEC, November 4–7, 2024
Paper Number: SPE-222575-MS
https://doi.org/10.2118/222575-MS
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Proceedings Papers

Application of Machine Learning in Downhole CO2 Measurement Using Formation Tester

Nishant Kumar, Anis Turki, Bin Dai, Amirul Afiq B Yaakob
Paper presented at the SPWLA Asia-Pacific Regional Conference, October 6–9, 2024
Paper Number: SPWLA-APRC24-25
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View Paper titled, Application of Machine Learning in Downhole CO2 Measurement Using Formation Tester
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Proceedings Papers

Application of Machine Learning in Downhole CO2 Measurement Using Formation Tester

Nishant Kumar, Anis Turki, Bin Dai, Amirul Afiq B Yaakob
Paper presented at the SPWLA 29th Formation Evaluation Symposium of Japan, September 12–13, 2024
Paper Number: SPWLA-JFES-2024-C
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View Paper titled, Application of Machine Learning in Downhole CO2 Measurement Using Formation Tester
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Proceedings Papers

Developing Live Oil Property Models With Global Fluid Database Using Symbolic Regression

Songhua Chen, Christopher Michael Jones, Bin Dai, Wei Shao
Paper presented at the SPWLA 64th Annual Logging Symposium, June 10–14, 2023
Paper Number: SPWLA-2023-0018
https://doi.org/10.30632/SPWLA-2023-0018
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View Paper titled, Developing Live Oil Property Models With Global Fluid Database Using Symbolic Regression
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Proceedings Papers

High Resolution Optical Spectral Reconstruction and Downhole Fluid Analysis Using Broadband Spectrometer and Matching Pursuit Inversion

Zhonghuan Chen, Bin Dai, Christopher Jones
Paper presented at the SPWLA 64th Annual Logging Symposium, June 10–14, 2023
Paper Number: SPWLA-2023-0019
https://doi.org/10.30632/SPWLA-2023-0019
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View Paper titled, High Resolution Optical Spectral Reconstruction and Downhole Fluid Analysis Using Broadband Spectrometer and Matching Pursuit Inversion
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Proceedings Papers

Resolving Chloride Ion Concentration Through In-Situ Optical Spectroscopy: A Venture Into Downhole Water Chemistry Analysis

Rohin Naveena-Chandran, Farrukh Hamza, Vinay Mishra, Rojelio Medina, Jimmy Price, Bin Dai, Yasin Abulaiha, Ricardo Freitas, Scott Hanson, Aygul Kostinovsky, Wei Wang, Wei Wei, Emily Troxell
Paper presented at the SPWLA 64th Annual Logging Symposium, June 10–14, 2023
Paper Number: SPWLA-2023-0040
https://doi.org/10.30632/SPWLA-2023-0040
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View Paper titled, Resolving Chloride Ion Concentration Through In-Situ Optical Spectroscopy: A Venture Into Downhole Water Chemistry Analysis
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Proceedings Papers

Characterizing Downhole Fluid Analysis Sensors As Digital Twins: Lessons of the Machine Learning Approach, The Physics Approach and the Integrated Hybrid Approach

Jimmy Price, Chris Jones, Bin Dai, Darren Gascooke, Michael Myrick
Paper presented at the SPE Annual Technical Conference and Exhibition, September 21–23, 2021
Paper Number: SPE-206291-MS
https://doi.org/10.2118/206291-MS
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View Paper titled, Characterizing Downhole Fluid Analysis Sensors As Digital Twins: Lessons of the Machine Learning Approach, The Physics Approach and the Integrated Hybrid Approach
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Proceedings Papers

Auto-Navigation on Pressure and Sampling Location in Wireline and LWD: Big Data Challenges and Solutions

Mehdi Alipour K, Bin Dai, Jimmy Price, Christopher Michael Jones, Darren Gascooke, Anthony VanZuilekom, Hoda Tahani, Fahad Ahmed, Farrukh Hamza, Radompon Sungkorn, Cameron Rekully
Paper presented at the SPWLA 62nd Annual Logging Symposium, May 17–20, 2021
Paper Number: SPWLA-2021-0092
https://doi.org/10.30632/SPWLA-2021-0092
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View Paper titled, Auto-Navigation on Pressure and Sampling Location in Wireline and LWD: Big Data Challenges and Solutions
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Proceedings Papers

Compressive Sensing Based Optical Spectrometer for Downhole Fluid Analysis

Bin Dai, Christopher Jones, Jimmy Price, Darren Gascooke, Anthony van Zuilekom
Paper presented at the SPWLA 62nd Annual Logging Symposium, May 17–20, 2021
Paper Number: SPWLA-2021-0112
https://doi.org/10.30632/SPWLA-2021-0112
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Journal Articles

Innovative Formation Tester Sampling Procedures for Carbon Dioxide and Other Reactive Components

Ralph Piazza, Alexandre Vieira, Luiz Alexandre Sacorague, Christopher Jones, Bin Dai, Megan Pearl, Helen Aguiar
Journal: Petrophysics - The SPWLA Journal of Formation Evaluation and Reservoir Description
Publisher: Society of Petrophysicists and Well-Log Analysts
Petrophysics 62 (01): 65–72.
Paper Number: SPWLA-2021-v62n1a4
https://doi.org/10.30632/PJV62N1-2021a4
Published: 01 February 2021
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View article titled, Innovative Formation Tester Sampling Procedures for Carbon Dioxide and Other Reactive Components
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Proceedings Papers

Method for Predicting Formation Fluid Contamination from Pump-Out Data and Formation Properties Using Machine Learning

Peter Olapade, Bin Dai, Christopher Jones, Anthony Van Zuilekom
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5086
https://doi.org/10.30632/SPWLA-5086
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View Paper titled, Method for Predicting Formation Fluid Contamination from Pump-Out Data and Formation Properties Using Machine Learning
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Proceedings Papers

Digital Sampling: Multivariate Pattern Recognition, Machine Learning, and Equation of State. A Real-Time Approach to Evaluate Clean Formation-Fluid Properties and Mud-Filtrate Contamination

Bin Dai, Cameron Rekully, Christopher Jones, Tony Van Zuilekom
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5025
https://doi.org/10.30632/SPWLA-5025
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View Paper titled, Digital Sampling: Multivariate Pattern Recognition, Machine Learning, and Equation of State. A Real-Time Approach to Evaluate Clean Formation-Fluid Properties and Mud-Filtrate Contamination
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Proceedings Papers

Innovative Formation Tester Sampling Procedures for Carbon Dioxide and Other Reactive Components

Ralph Piazza, Alexandre Vieira, Luiz Alexandre Sacorague, Christopher Jones, Bin Dai, Megan Pearl, Helen Aguiar
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5053
https://doi.org/10.30632/SPWLA-5053
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View Paper titled, Innovative Formation Tester Sampling Procedures for Carbon Dioxide and Other Reactive Components
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Proceedings Papers

Downhole Signal Compression and Surface Reconstruction Based on Dictionary Machine Learning

Jian Li, Bin Dai, Christopher M. Jones, Etienne M. Samson, Darren Gascooke
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5088
https://doi.org/10.30632/SPWLA-5088
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View Paper titled, Downhole Signal Compression and Surface Reconstruction Based on Dictionary Machine Learning
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Proceedings Papers

High-Resolution Spectral Reconstruction: Method and Applications for Contamination Measurement, Digital Sampling, and Continuity Assessment

Christopher Michael Jones, Yngve B. Johansen, Artur Kotwicki, Cameron Rekully, Bin Dai, Bob Engelman, Anthony Van Zuilekom
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5054
https://doi.org/10.30632/SPWLA-5054
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View Paper titled, High-Resolution Spectral Reconstruction: Method and Applications for Contamination Measurement, Digital Sampling, and Continuity Assessment
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Proceedings Papers

A New Method to Derive Contamination in Formation Tester Samples Based on the Reaction of Caustic Filtrate Components with Carbon Dioxide

Ralph Piazza, Alexandre Vieira, Luiz Alexandre Sacorague, Christopher Jones, Bin Dai, Megan Pearl, Helen Aguiar
Paper presented at the SPWLA 61st Annual Logging Symposium, June 24–July 29, 2020
Paper Number: SPWLA-5091
https://doi.org/10.30632/SPWLA-5091
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View Paper titled, A New Method to Derive Contamination in Formation Tester Samples Based on the Reaction of Caustic Filtrate Components with Carbon Dioxide
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Proceedings Papers

An Assessment of Neural Networks in Processing Optical Sensor Measurements for Advanced Multi-Analyte Fluid Characterization

Dingding Chen, Christopher Jones, Bin Dai, Anthony VanZuilekom
Paper presented at the International Petroleum Technology Conference, January 13–15, 2020
Paper Number: IPTC-19756-MS
https://doi.org/10.2523/IPTC-19756-MS
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View Paper titled, An Assessment of Neural Networks in Processing Optical Sensor Measurements for Advanced Multi-Analyte Fluid Characterization
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Proceedings Papers

A New Optical Sensor Configuration Enables First Time Use of the Mid-Infrared Optical Wavelength Region for Chemical Analysis During Formation Tester Logging Operations

Ralph Piazza, Alexandre Vieira, Luiz Alexandre Sacorague, Christopher Jones, Bin Dai, Jimmy Price, Megan Pearl, Helen Aguiar
Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-195858-MS
https://doi.org/10.2118/195858-MS
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View Paper titled, A New Optical Sensor Configuration Enables First Time Use of the Mid-Infrared Optical Wavelength Region for Chemical Analysis During Formation Tester Logging Operations
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Proceedings Papers

Formation Fluid Microsampling While Drilling: A New PVT and Geochemical Formation Evaluation Technique

Julia Golovko, Christopher Jones, Bin Dai, Michael Pelletier, Darren Gascooke, Peter Olapade, Anthony Van Zuilekom
Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-195806-MS
https://doi.org/10.2118/195806-MS
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View Paper titled, Formation Fluid Microsampling While Drilling: A New PVT and Geochemical Formation Evaluation Technique
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Proceedings Papers

Downhole Fluid Characterization with Validated Mapping from Optical Sensor Measurements

Dingding Chen, Christopher Jones, Bin Dai, Anthony VanZuilekom
Paper presented at the SPE Annual Technical Conference and Exhibition, September 30–October 2, 2019
Paper Number: SPE-196039-MS
https://doi.org/10.2118/196039-MS
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View Paper titled, Downhole Fluid Characterization with Validated Mapping from Optical Sensor Measurements
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