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Articles 6751 - 6780 of 45176
Full-Text Articles in Entire DC Network
Constructing Large-Scale Complex Aquifer Systems With Big Well Log Data: Louisiana Model, Hamid Vahdat-Aboueshagh, Frank T.C. Tsai
Constructing Large-Scale Complex Aquifer Systems With Big Well Log Data: Louisiana Model, Hamid Vahdat-Aboueshagh, Frank T.C. Tsai
Faculty Publications
This study introduces a lithofacies modeling method to construct a complex Louisiana stratigraphy model up to depth of 900 m using more than 114,000 well logs. Lithofacies intervals in one well log can be as many as 76. Louisiana comprises a number of interconnected aquifer systems and distinct geological features, such as angular unconformities, domes, and faults. The method contains processes of tessellation, discretization, translation, and interpolation to accommodate these geological features. First, the model domain is tessellated into tiles. Formations have the same dip direction within the same tile, but may have varying dip angles. Each tile is then …
Investigation Of Field Rut Depth Of Asphalt Pavements Using Hamburg Wheel Tracking Test, Weiguang Zhang, Xiao Chen, Shihui Shen, Louay N. Mohammad, Bingyan Cui, Shenghua Wu, Ali Raza Khan
Investigation Of Field Rut Depth Of Asphalt Pavements Using Hamburg Wheel Tracking Test, Weiguang Zhang, Xiao Chen, Shihui Shen, Louay N. Mohammad, Bingyan Cui, Shenghua Wu, Ali Raza Khan
Faculty Publications
This paper characterized field rutting performance of asphalt pavement based on Hamburg wheel tracking (HWT) rut depth. The rut depths were collected from 50 field pavement sections, and cores from the same test areas were obtained to conduct volumetric properties measurement and HWT test. The relationship between field measurements and HWT rut depth was evaluated; the ranking of HWT results and field rut depth among mixtures was also compared. An analysis of if the HWT rut depth underpredicted or overpredicted field rut depth, or they were equivalent was summarized. A field rut depth predictive model that consisted of HWT rut …
Potentials Of Sustainable Electricity Production From Sawdust By Small-Scale Wood Transformation Units: A Case Study In Cameroon, Kewir Fannyuy Veeyee, Nde Divine Bup, Dorin Boldor, Nkeng George Elambo
Potentials Of Sustainable Electricity Production From Sawdust By Small-Scale Wood Transformation Units: A Case Study In Cameroon, Kewir Fannyuy Veeyee, Nde Divine Bup, Dorin Boldor, Nkeng George Elambo
Faculty Publications
Wood processing produces large volumes of residues which, when not properly managed, pose an environmental problem in the vicinity and beyond. These residues mainly constituted of sawdust and wood shavings, possess important energy potentials that are largely underexploited in Cameroon. In this work, we investigate the possibility that sawdust generated by wood transformation units (WTU) in Cameroon can be used sustainably to render them self-sufficientin terms of electricity demands through the production of syngas in a gasification process. Both qualitative and quantitative methods are used in the research. Initially, a questionnaire was employed to quantify the sawdust produced in the …
“Borne Back Ceaselessly Into The Past”: Iterations Of The Sublime In William Wordsworth, Mary Shelley, And Virginia Woolf, Ashley Gilly
“Borne Back Ceaselessly Into The Past”: Iterations Of The Sublime In William Wordsworth, Mary Shelley, And Virginia Woolf, Ashley Gilly
Honors Capstones
No abstract provided.
Utilization Of Recombinant Viruses And In Silico Protein-Protein Interactions To Investigate The Role Of Herpes Simplex Type-1 (Hsv-1) Us9, Gk, And Ul20 Proteins In Virion Assembly And Egress, Anna Reneé Naquin
Honors Capstones
No abstract provided.
Choosing Isds As A Major: Predictive Analysis, Sarah Johnson
Choosing Isds As A Major: Predictive Analysis, Sarah Johnson
Honors Capstones
No abstract provided.
Effects Of Simulated Nitrogen Deposition On Soil Microbial Community Diversity In Coastal Wetland Of The Yellow River Delta, Guanru Lu, Baohua Xie, Grace A. Cagle, Xuehong Wang, Guangxuan Han, Xiaojie Wang, Aixin Hou, Bo Guan
Effects Of Simulated Nitrogen Deposition On Soil Microbial Community Diversity In Coastal Wetland Of The Yellow River Delta, Guanru Lu, Baohua Xie, Grace A. Cagle, Xuehong Wang, Guangxuan Han, Xiaojie Wang, Aixin Hou, Bo Guan
Faculty Publications
Due to the enhancement of human activities on the global scale, the total amount of atmospheric nitrogen (N) deposition and the rate keep increasing, which seriously affect the structure and function of terrestrial ecosystems. In order to study the effects of N deposition on the soil structure and function of coastal saline wetlands, we established a long-term nitrogen deposition simulation platform in 2012 in the Yellow River delta (YRD). Herein, we analyzed the composition and diversity of the soil microbial community under different N deposition treatments (LNN, MNN and HNN, which stand for 50 kg N ha−1 yr−1 …
Quantum Gravitational Onset Of Starobinsky Inflation In A Closed Universe, Lucia Gordon, Bao Fei Li, Parampreet Singh
Quantum Gravitational Onset Of Starobinsky Inflation In A Closed Universe, Lucia Gordon, Bao Fei Li, Parampreet Singh
Faculty Publications
Recent cosmic microwave background observations favor low-energy-scale inflationary models in a closed universe. However, the onset of inflation in such models for a closed universe is known to be severely problematic. In particular, such a universe recollapses within a few Planck seconds and encounters a big crunch singularity when initial conditions are given in the Planck regime. We show that this problem of the onset of inflation in low-energy-scale inflationary models can be successfully overcome in a quantum-gravitational framework where the big bang/big crunch singularities are resolved and a nonsingular cyclic evolution exists prior to inflation. As an example, we …
Quasinormal Modes And Their Overtones At The Common Horizon In A Binary Black Hole Merger, Pierre Mourier, Xisco Jimenez Forteza, Daniel Pook-Kolb, Dadri Krishnan, Erik Schnetter
Quasinormal Modes And Their Overtones At The Common Horizon In A Binary Black Hole Merger, Pierre Mourier, Xisco Jimenez Forteza, Daniel Pook-Kolb, Dadri Krishnan, Erik Schnetter
Faculty Publications
It is expected that all astrophysical black holes in equilibrium are well described by the Kerr solution. Moreover, any black hole far away from equilibrium, such as one initially formed in a compact binary merger or by the collapse of a massive star, will eventually reach a final equilibrium Kerr state. At sufficiently late times in this process of reaching equilibrium, we expect that the black hole is modeled as a perturbation around the final state. The emitted gravitational waves will then be damped sinusoids with frequencies and damping times given by the quasinormal mode spectrum of the final Kerr …
Characterization, Immobilization, And Polymer Related Applications Of Watermelon Seed Powder, A Practical Source Of Urease Enzyme, Anthony Quan Quoc Mai
Characterization, Immobilization, And Polymer Related Applications Of Watermelon Seed Powder, A Practical Source Of Urease Enzyme, Anthony Quan Quoc Mai
LSU Doctoral Dissertations
Urease enzyme was crystallized almost a century ago, and to this day its intrinsic stability is not ideal for everyday applications. This work introduces a new process by which a naturally encapsulated material, watermelon seed powder (WMSP), is characterized for its stability and activity. WMSP enzymatic activity has been measured for over a year at various storage conditions—exposed to ambient atmosphere for a year, WMSP retained above 90% activity. In aqueous conditions, the enzyme maintained above 60% activity after two months; with the addition of a preservative that number stays at about 90%. There is a pH shift of the …
A Feedback-Based Pneumatic Compression System For Effective Lymphedema Management, Mohammad Imrul Kayes
A Feedback-Based Pneumatic Compression System For Effective Lymphedema Management, Mohammad Imrul Kayes
LSU Master's Theses
Bioimpedance analysis (BIA) is a method of detecting lymphedema- a debilitating medical condition involving swelling of the extremities. Pneumatic compression devices are frequently used in the compression treatment of lymphedema. Although existing compression technology provides relief of symptoms, it has limitations in terms of ease-of-use, portability, and monitoring of treatment progress. Currently, there are no BIA analyzers in the market that run on a low-power microcontroller and a rechargeable battery. Moreover, no such device currently exists that integrate the BIA analysis with pneumatic compression system to offer a feedback-based solution for lymphedema treatment. This work represents the first steps towards …
Application Of Compound-Specific Stable Isotopes And Molecular Biomarkers To Paleoclimatic And Paleoecological Reconstructions, Mingqiu Hou
LSU Doctoral Dissertations
Compound-specific stable isotope analysis and biomarker-based paleothermometry have been increasingly applied to for paleoclimate and paleoecology studies. The first project aims to reconstruct the paleoclimate in the Qaidam Basin during the last glacial period. Qaidam Basin in the Northern Tibetan Plateau is a critical eolian factory located at a unique geographic location that links the Westerlies and the Asian summer monsoons. However, how the interactions of two climatic systems influence the paleohydrology that in turn impacts the eolian production in the Qaidam Basin has been seldom explored. Our compound-specific hydrogen isotope and UK 37 temperature data found that the …
Investigation Of The Structure And Dynamics Of Novel Battery Electrolytes By Utilizing Multidimensional Infrared Spectroscopic Techniques, Susith Rajitha Abeythunga Galle Kankanamge
Investigation Of The Structure And Dynamics Of Novel Battery Electrolytes By Utilizing Multidimensional Infrared Spectroscopic Techniques, Susith Rajitha Abeythunga Galle Kankanamge
LSU Doctoral Dissertations
Novel battery technologies are being developed due to the high global demand for energy in many fields where different specifications are required. The battery electrolyte provides a medium for ions to diffuse between electrodes and its composition determines the compatibility with the electrode pair. While many works focus on characterizing novel electrolyte systems to advance new batteries, the understanding of the microscopic structure and dynamics of speciations present in these electrolytes is limited. Many experiment methods have obtained incomplete time-averaged structure information due to lack of instrumental time resolution compared to the molecular intrinsic time sales of electrolytes that range …
First Exit-Time Analysis For An Approximate Barndorff-Nielsen And Shephard Model With Stationary Self-Decomposable Variance Process, Shantanu Awasthi, Indranil Sengupta
First Exit-Time Analysis For An Approximate Barndorff-Nielsen And Shephard Model With Stationary Self-Decomposable Variance Process, Shantanu Awasthi, Indranil Sengupta
Journal of Stochastic Analysis
No abstract provided.
Radiation-Induced Grain Growth Of Nanocrystalline Alxcocrfeni High-Entropy Alloys, Jianren Zhou, Md Imdadul Islam, Shengmin Guo, Yi Zhang, Fengyuan Lu
Radiation-Induced Grain Growth Of Nanocrystalline Alxcocrfeni High-Entropy Alloys, Jianren Zhou, Md Imdadul Islam, Shengmin Guo, Yi Zhang, Fengyuan Lu
Faculty Publications
Grain growth of nanocrystalline AlxCoCrFeNi high-entropy alloys with varying Al contents (x = 0, 1, 2) is studied. The alloys are fabricated by high-energy ball milling and subjected to a 1 MeV Kr2+ ion irradiation bombardment at room temperature up to a dose of 5.625 displacements per atom (dpa). X-ray diffraction (XRD) and transmission electron microscopy (TEM) characterizations show that the crystal structure is face-centered cubic (FCC) for CoCrFeNi (Al-0) alloy and BCC + FCC for Al1CoCrFeNi (Al-1) and Al2CoCrFeNi (Al-2) alloys. In situ TEM observations show that the grain size increases with irradiation dose from 13.8 ± 3, 7.4 …
A Standard Calculation Methodology For Human Doubly Labeled Water Studies, John R. Speakman, Yosuke Yamada, Hiroyuki Sagayama, Elena S.F. Berman, Philip N. Ainslie, Lene F. Andersen, Liam J. Anderson, Lenore Arab, Issaad Baddou, Kweku Bedu-Addo, Ellen E. Blaak, Stephane Blanc, Alberto G. Bonomi, Carlijn V.C. Bouten, Pascal Bovet, Maciej S. Buchowski, Nancy F. Butte, Stefan G.J.A. Camps, Graeme L. Close, Jamie A. Cooper, Seth A. Creasy, Sai Krupa Das, Richard Cooper, Lara R. Dugas, Cara B. Ebbeling, Ulf Ekelund, Sonja Entringer, Terrence Forrester, Barry W. Fudge, Annelies H. Goris, Michael Gurven, Catherine Hambly, Asmaa El Hamdouchi
A Standard Calculation Methodology For Human Doubly Labeled Water Studies, John R. Speakman, Yosuke Yamada, Hiroyuki Sagayama, Elena S.F. Berman, Philip N. Ainslie, Lene F. Andersen, Liam J. Anderson, Lenore Arab, Issaad Baddou, Kweku Bedu-Addo, Ellen E. Blaak, Stephane Blanc, Alberto G. Bonomi, Carlijn V.C. Bouten, Pascal Bovet, Maciej S. Buchowski, Nancy F. Butte, Stefan G.J.A. Camps, Graeme L. Close, Jamie A. Cooper, Seth A. Creasy, Sai Krupa Das, Richard Cooper, Lara R. Dugas, Cara B. Ebbeling, Ulf Ekelund, Sonja Entringer, Terrence Forrester, Barry W. Fudge, Annelies H. Goris, Michael Gurven, Catherine Hambly, Asmaa El Hamdouchi
Faculty Publications
The doubly labeled water (DLW) method measures total energy expenditure (TEE) in free-living subjects. Several equations are used to convert isotopic data into TEE. Using the International Atomic Energy Agency (IAEA) DLW database (5,756 measurements of adults and children), we show considerable variability is introduced by different equations. The estimated rCO2 is sensitive to the dilution space ratio (DSR) of the two isotopes. Based on performance in validation studies, we propose a new equation based on a new estimate of the mean DSR. The DSR is lower at low body masses (<10 >kg). Using data for 1,021 babies and infants, …
The Influence Of Geographic Variation In Vegetation Characteristics On Habitat Use And Productivity Of An Endangered Warbler, Ashley M. Long, Heather A. Mathewson, Michael L. Morrison
The Influence Of Geographic Variation In Vegetation Characteristics On Habitat Use And Productivity Of An Endangered Warbler, Ashley M. Long, Heather A. Mathewson, Michael L. Morrison
Faculty Publications
Understanding how geographic variation in environmental conditions influences species’ distributions and population dynamics is critical for effective management of at-risk species and can help us anticipate wildlife responses to future change. The Golden-cheeked Warbler (Setophaga chrysoparia; hereafter warbler) is an endangered migratory songbird that nests in oak-juniper woodland in Texas. From 2009 to 2013, we monitored 895 warbler territories at 90 study sites located across the warbler's breeding range to examine how geographic variation in vegetation characteristics influenced aspects of warbler habitat selection and productivity. We found range-wide variation in the tree species composition and vegetation structure of warbler habitat. …
Quantum Theories Associated To Increasing Hilbert Space Filtrations And Generalized Jacobi 3–Diagonal Relation, Luigi Accardi, Yun Gang Lu
Quantum Theories Associated To Increasing Hilbert Space Filtrations And Generalized Jacobi 3–Diagonal Relation, Luigi Accardi, Yun Gang Lu
Journal of Stochastic Analysis
No abstract provided.
Rate Of Convergence In The Central Limit Theorem For Iid Pareto Variables, Claas Becker, Manuel Bohnet, Sarah Kummert
Rate Of Convergence In The Central Limit Theorem For Iid Pareto Variables, Claas Becker, Manuel Bohnet, Sarah Kummert
Journal of Stochastic Analysis
No abstract provided.
Annihilation And Control Of Chiral Domain Walls With Magnetic Fields, Sunil K. Karna, Madalynn Marshall, Weiwei Xie, Lisa Debeer-Schmitt, David P. Young, Ilya Vekhter, William A. Shelton, Andras Kovács, Michalis Charilaou, John F. Ditusa
Annihilation And Control Of Chiral Domain Walls With Magnetic Fields, Sunil K. Karna, Madalynn Marshall, Weiwei Xie, Lisa Debeer-Schmitt, David P. Young, Ilya Vekhter, William A. Shelton, Andras Kovács, Michalis Charilaou, John F. Ditusa
Faculty Publications
The control of domain walls is central to nearly all magnetic technologies, particularly for information storage and spintronics. Creative attempts to increase storage density need to overcome volatility due to thermal fluctuations of nanoscopic domains and heating limitations. Topological defects, such as solitons, skyrmions, and merons, may be much less susceptible to fluctuations, owing to topological constraints, while also being controllable with low current densities. Here, we present the first evidence for soliton/soliton and soliton/antisoliton domain walls in the hexagonal chiral magnet Mn1/3NbS2 that respond asymmetrically to magnetic fields and exhibit pair-annihilation. This is important because it suggests the possibility …
Multilayered Graphene And Methods Of Making The Same, Manas Ranjan Gartia, Ardalan Chaichi
Multilayered Graphene And Methods Of Making The Same, Manas Ranjan Gartia, Ardalan Chaichi
College of Engineering Patents
The present invention relates in part to a method of fabricating graphene structures from graphene oxide by reducing the graphene oxide on a patterned substrate. The invention also relates in part to graphene structures produced using said method and electrodes and capacitors comprising said graphene structures.
Declining Bacteria, Lead, And Sulphate, And Rising Ph And Oxygen In The Lower Mississippi River, R. Eugene Turner
Declining Bacteria, Lead, And Sulphate, And Rising Ph And Oxygen In The Lower Mississippi River, R. Eugene Turner
Faculty Publications
Various air and water pollution issues in the US were confronted in the last 60 years using national policy legislation, notably the Clean Water Act and the Clean Air Act. I examine changes in the concentrations of bacteria, oxygen, lead, and sulphate at the terminus of the Mississippi River before and after these pollution abatement efforts. Microbial concentrations increased or were stable from 1909 to 1980 but decreased about 3 orders of magnitude after the 1970s, while the average oxygen content increased. A large decline in lead concentration occurred after the 1960s, along with a less dramatic decline in sulphate …
Noncentral Limit Theorem For Large Wishart Matrices With Hermite Entries, Charles-Philippe Diez, Ciprian A. Tudor
Noncentral Limit Theorem For Large Wishart Matrices With Hermite Entries, Charles-Philippe Diez, Ciprian A. Tudor
Journal of Stochastic Analysis
No abstract provided.
Beyond Dna: The Rest Of The Story, Gregg Duncan, Yongsheng Ji, Marie Caroline Lefort, Ruty Mehrian-Shai, Prosanta Chakrabarty, Maria Fernanda Torres Jimenez
Beyond Dna: The Rest Of The Story, Gregg Duncan, Yongsheng Ji, Marie Caroline Lefort, Ruty Mehrian-Shai, Prosanta Chakrabarty, Maria Fernanda Torres Jimenez
Faculty Publications
No abstract provided.
Publisher Correction: A Vaccine Targeting The Rbd Of The S Protein Of Sars-Cov-2 Induces Protective Immunity (Nature, (2020), 586, 7830, (572-577), 10.1038/S41586-020-2599-8), Jingyun Yang, Wei Wang, Zimin Chen, Shuaiyao Lu, Fanli Yang, Zhenfei Bi, Linlin Bao, Fei Mo, Xue Li, Yong Huang, Weiqi Hong, Yun Yang, Yuan Zhao, Fei Ye, Sheng Lin, Wei Deng, Hua Chen, Hong Lei, Ziqi Zhang, Min Luo, Hong Gao, Yue Zheng, Yanqiu Gong, Xiaohua Jiang, Yanfeng Xu, Qi Lv, Dan Li, Manni Wang, Fengdi Li, Shunyi Wang, Guanpeng Wang, Pin Yu, Yajin Qu, Li Yang
Publisher Correction: A Vaccine Targeting The Rbd Of The S Protein Of Sars-Cov-2 Induces Protective Immunity (Nature, (2020), 586, 7830, (572-577), 10.1038/S41586-020-2599-8), Jingyun Yang, Wei Wang, Zimin Chen, Shuaiyao Lu, Fanli Yang, Zhenfei Bi, Linlin Bao, Fei Mo, Xue Li, Yong Huang, Weiqi Hong, Yun Yang, Yuan Zhao, Fei Ye, Sheng Lin, Wei Deng, Hua Chen, Hong Lei, Ziqi Zhang, Min Luo, Hong Gao, Yue Zheng, Yanqiu Gong, Xiaohua Jiang, Yanfeng Xu, Qi Lv, Dan Li, Manni Wang, Fengdi Li, Shunyi Wang, Guanpeng Wang, Pin Yu, Yajin Qu, Li Yang
Division of Basic Science Faculty Publications
In the print version of this Article, some of the symbols were corrupted in Fig. 1. The HTML and PDF versions of the Article were correct, and so the original Article has not been corrected online.
Mosquito Vector Production Across Socio-Economic Divides In Baton Rouge, Louisiana, Rebeca De Jesús Crespo, Madison Harrison, Rachel Rogers, Randy Vaeth
Mosquito Vector Production Across Socio-Economic Divides In Baton Rouge, Louisiana, Rebeca De Jesús Crespo, Madison Harrison, Rachel Rogers, Randy Vaeth
Faculty Publications
No abstract provided.
Assessing Chlorophyll A Spatiotemporal Patterns Combining In Situ Continuous Fluorometry Measurements And Landsat 8/Oli Data Across The Barataria Basin (Louisiana, Usa), Ivan A. Vargas-Lopez, Victor H. Rivera-Monroy, John W. Day, Julie Whitbeck, Kanchan Maiti, Christopher J. Madden, Armando Trasviña-Castro
Assessing Chlorophyll A Spatiotemporal Patterns Combining In Situ Continuous Fluorometry Measurements And Landsat 8/Oli Data Across The Barataria Basin (Louisiana, Usa), Ivan A. Vargas-Lopez, Victor H. Rivera-Monroy, John W. Day, Julie Whitbeck, Kanchan Maiti, Christopher J. Madden, Armando Trasviña-Castro
Faculty Publications
The acquisition of reliable and accurate data to assess environmental changes over large spatial scales is one of the main limitations to determine the impact of eutrophication, and the effectiveness of management strategies in coastal systems. Here, we used a continuous in situ Chl-a fluorometry sensor and L8/OLI satellite data to develop an algorithm and map Chl-a spatial distribution to assess the impact of freshwater diversions and associated high nutrient loading rates in the Barataria Basin (BB) complex, a coastal system in the northern Gulf of Mexico. We collected water quality samples at 24 sampling stations and high-frequency continuous fluorometry …
Integrating The Jrc Monthly Water History Dataset And Geostatistical Analysis Approach To Quantify Surface Hydrological Connectivity Dynamics In An Ungauged Multi-Lake System, Lili Wu, Yueqing Chen, Guangxin Zhang, Y. Jun Xu, Zhiqiang Tan
Integrating The Jrc Monthly Water History Dataset And Geostatistical Analysis Approach To Quantify Surface Hydrological Connectivity Dynamics In An Ungauged Multi-Lake System, Lili Wu, Yueqing Chen, Guangxin Zhang, Y. Jun Xu, Zhiqiang Tan
Faculty Publications
Determining the dynamics of surface hydrological connectivity in a landscape of multiple lakes with different sizes and depths is challenging. This is especially the case for ungagged, large areas of multi-lake systems. Integrated use of remote sensing and geostatistical analysis can be a useful approach for developing metrics that can be used to identify the hydrological connectivity and their changes. In this study, we conducted a geostatistical analysis of 18 wet and dry binary state rasters derived from Landsat images over a large ungauged multi-lake system, the Momoge National Nature Reserve in Northeast China. Our goal was to investigate applicability …
Sandwich Panel With A Ductile Hybrid Core Comprising Tubular Reinforcements, Guoqiang Li
Sandwich Panel With A Ductile Hybrid Core Comprising Tubular Reinforcements, Guoqiang Li
College of Engineering Patents
A hybrid core comprising a matrix and tubular structural reinforcements, such as a ductile matrix core reinforced with ductile hollow tubes, as well as panels which comprise such hybrid core. Embodiments of the invention manifest resistance to both interfacial debonding and ballistic penetration.
Ensemble Machine Learning Assisted Reservoir Characterization Using Field Production Data–An Offshore Field Case Study, Baozhong Wang, Jyotsna Sharma, Jianhua Chen, Patricia Persaud
Ensemble Machine Learning Assisted Reservoir Characterization Using Field Production Data–An Offshore Field Case Study, Baozhong Wang, Jyotsna Sharma, Jianhua Chen, Patricia Persaud
Faculty Publications
Estimation of fluid saturation is an important step in dynamic reservoir characterization. Machine learning techniques have been increasingly used in recent years for reservoir saturation prediction workflows. However, most of these studies require input parameters derived from cores, petrophysical logs, or seismic data, which may not always be readily available. Additionally, very few studies incorporate the production data, which is an important reflection of the dynamic reservoir properties and also typically the most frequently and reliably measured quantity throughout the life of a field. In this research, the random forest ensemble machine learning algorithm is implemented that uses the field-wide …