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Madison Wenzlick
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Techno-economic analysis of converting oil & gas produced water into valuable resources
M Wenzlick, N Siefert
Desalination 481, 114381, 2020
462020
Applied machine learning model comparison: Predicting offshore platform integrity with gradient boosting algorithms and neural networks
AS Dyer, D Zaengle, JR Nelson, R Duran, M Wenzlick, PC Wingo, ...
Marine Structures 83, 103152, 2022
252022
Machine learning augmented predictive and generative model for rupture life in ferritic and austenitic steels
O Mamun, M Wenzlick, A Sathanur, J Hawk, R Devanathan
Npj Materials Degradation 5 (1), 20, 2021
252021
A machine learning aided interpretable model for rupture strength prediction in Fe-based martensitic and austenitic alloys
O Mamun, M Wenzlick, J Hawk, R Devanathan
Scientific Reports 11 (1), 5466, 2021
242021
Uncertainty quantification for Bayesian active learning in rupture life prediction of ferritic steels
O Mamun, MFN Taufique, M Wenzlick, J Hawk, R Devanathan
Scientific Reports 12 (1), 2083, 2022
82022
Data science techniques, assumptions, and challenges in alloy clustering and property prediction
M Wenzlick, O Mamun, R Devanathan, K Rose, J Hawk
Journal of Materials Engineering and Performance 30, 823-838, 2021
82021
Evaluating Offshore Infrastructure Integrity
J Nelson, AS Dyer, LF Romeo, MZ Wenzlick, D Zaengle, R Duran, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2021
62021
Data assessment method to support the development of creep-resistant alloys
M Wenzlick, JR Bauer, K Rose, J Hawk, R Devanathan
Integrating Materials and Manufacturing Innovation 9 (1), 89-102, 2020
62020
Assessment of outliers in alloy datasets using unsupervised techniques
M Wenzlick, O Mamun, R Devanathan, K Rose, J Hawk
Jom 74 (7), 2846-2859, 2022
42022
Tailoring Treated Brines for Reuse Scenarios
M Wenzlick, N Siefert, A Hakala
Unconventional Resources Technology Conference, Houston, Texas, 23-25 July …, 2018
32018
Comprehensive GOM Federal Waters Platform, Incident, Metocean, and Geohazard Dataset
L Romeo, A Dyer, M Wenzlick, R Duran, J Nelson, M Sabbatino, P Wingo, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2021
22021
Assessing Current & Future Infrastructure Hazards
L Romeo
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2021
12021
Advanced geospatial analytics and machine learning for offshore and onshore oil & natural gas infrastructure
DM Justman, LF Romeo, AA Barkhurst, D Tucker, J Bauer, R Duran, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2020
12020
Critical mineral source potential from oil & gas produced waters in the United States
KH Smith, JE Mackey, M Wenzlick, B Thomas, NS Siefert
Science of The Total Environment, 172573, 2024
2024
US Gulf of Mexico Pipeline and Reported Incident Datasets
L Romeo, I Pfander, R Duran, M Sabbatino, C Schooley, M Wenzlick, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2024
2024
Automated Grain Boundary (GB) Segmentation and Microstructural Analysis in 347H Stainless Steel Using Deep Learning and Multimodal Microscopy
SA Chowdhury, MFN Taufique, J Wang, M Masden, M Wenzlick, ...
Integrating Materials and Manufacturing Innovation, 1-13, 2024
2024
National Energy Water Treatment & Speciation (NEWTS): A Water & Critical Minerals Database and Dashboard
M Wenzlick, N Siefert, S Bauer, Z Belarbi, DM Justman, J Mackey, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
A Data Integration & Curation Method from Siloed Resources with Multi-Discipline Applicability
L Romeo, J Bauer, D Amrine, I Pfander, M Sabbatino, M Wenzlick, K Rose
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
Carbon Storage Wellbore Materials Data Tool
S Montross, M Wenzlick, S Nakacwa, PD McElroy, R Spaulding, K Rose, ...
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
NEWTS Well Summary by Hydrologic Regions and Subbasins in the US
L Romeo, N Siefert, M Wenzlick
National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2023
2023
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