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Oh, But If I Had The Stars From The Darkest Night…, Kendra Jean Keefer Dec 2024

Oh, But If I Had The Stars From The Darkest Night…, Kendra Jean Keefer

Theses

This paper explores how memory and loss interact with a yearning for home in the installation, Oh, but if I Had the Stars from the Darkest Night. Through sound, moving image, photography, mark-making, and poetry this thesis work explores universal themes of exile and migration, alongside the impact the current high stakes political climate had on one LGBTQIA+ teen and their mother, as they leave a home and extended family in North Texas to find sanctuary in Carbondale, Illinois. The natural world of Southern Illinois, with a focus on the lives of local white-tailed deer, becomes a mirror and a …


Enhancing Warning Signs Of Mental Health Literacy: Evaluating A Digital Base Intervention For Health Profession Students, Nashwa Ibrahim Dec 2024

Enhancing Warning Signs Of Mental Health Literacy: Evaluating A Digital Base Intervention For Health Profession Students, Nashwa Ibrahim

Nursing

Background: Despite its importance, Mental health literacy (MHL) among nursing and other health profession students often remains inadequate, potentially impacting their future roles as healthcare providers. This inadequacy can lead to delayed or inappropriate care for individuals with mental health concerns, perpetuating adverse outcomes and increasing the burden on healthcare systems. Aim: To evaluate a digital-based intervention designed to enhance the warning signs of mental health literacy among health profession students. Design: A quasi-experimental, one-group pretest-posttest study design was used to conduct the current study. Methods: A non-randomized trial was conducted using digital mental health literacy intervention about the warning …


Relationship Between Nursing Care Provided For Children On Mechanical Ventilation And Their Clinical Outcomes, Marwa G. Abouheiba, Nehad S. Basiouny Dec 2024

Relationship Between Nursing Care Provided For Children On Mechanical Ventilation And Their Clinical Outcomes, Marwa G. Abouheiba, Nehad S. Basiouny

Nursing

Background: Indication of mechanical ventilation are variable and diverse. It is required whenever the child is unable to maintain adequate alveolar oxygenation or ventilation. Objective: To assess the relationship between provided nursing care for children on mechanical ventilation and their clinical outcomes. Setting: The Pediatric Intensive Care Unit (PICU) of Alexandria University Children’s Hospital (AUCH)at El-Shatby. Subjects: Study subjects were included both nurses and children. The first part of the study are all nurses (30) worked at the previously mentioned setting were included this inclusion was regardless of their level of education and years of experience. The second part is …


Perceptions Of School Readiness Through The Lens Of Sel, Lisa Goncalves Dec 2024

Perceptions Of School Readiness Through The Lens Of Sel, Lisa Goncalves

Seton Hall University Dissertations and Theses (ETDs)

School readiness includes a range of competencies and is influenced by both parental beliefs and teacher perceptions. Despite its significance, only a small number of states have an established definition of school readiness, which raises questions about how well stakeholder understandings align and the effectiveness of parental activities in promoting school readiness. In New Jersey, significant investments are being made to expand early educational opportunities, emphasizing the critical nature of this topic. With no standardized definition of school readiness and given the gaps in existing research, it is essential to explore the alignment between parent and teacher perceptions of school …


Exploring The Contribution Of Mobile Money To The Well-Being Of Rural Tanzanian Villagers And Assessing Their Readiness To Adopt A Similar Model To Advance Their Healthcare Access An Exploratory Study, Sr. Magdalena P. Chubwa Dec 2024

Exploring The Contribution Of Mobile Money To The Well-Being Of Rural Tanzanian Villagers And Assessing Their Readiness To Adopt A Similar Model To Advance Their Healthcare Access An Exploratory Study, Sr. Magdalena P. Chubwa

Seton Hall University Dissertations and Theses (ETDs)

Background: Healthcare for rural villages in Tanzania has always been rudimentary. Lack of the infrastructure and poverty are among the many obstacles facing this population’s access to healthcare. While, the rise of telehealth has improved access to healthcare in many parts of the world, its use in rural Tanzania has been extremely limited to poor internet access. However, given the availability of non-internet connected mobile phones in rural Tanzania, the potential to use this devise to improve healthcare access exists. Individuals using mobile phones for financial transactions may be motivated to access healthcare via telehealth by using their non-internet connected …


Removing Methane Via Soil Amendments: The Legal Framework, Korey Silverman-Roati, Romany M. Webb Dec 2024

Removing Methane Via Soil Amendments: The Legal Framework, Korey Silverman-Roati, Romany M. Webb

Sabin Center for Climate Change Law

Rapid and sustained reductions in human-driven methane emissions are critical to limiting warming in line with the 2015 Paris Agreement. Reductions in certain methane emissions, particularly from the fossil fuel sector, can be implemented cheaply and efficiently. Other forms of methane emissions, like those from agricultural sources, are more difficult to control. This fact, coupled with concerns that climate change could unlock significant additional natural emissions from tropical wetlands and melting permafrost, has increased interest in atmospheric methane removal (“AMR”).

AMR refers to human interventions to accelerate the conversion of methane in the atmosphere to a form that causes less …


Evaluation Of A Non-Metallic Dual-Port Expander For Intensity Modulated Proton Therapy, Kristen Mcconnell, Zachary Fellows, James Kraus, Mauricio Acosta, Joseph Panoff, Eduardo Pons, Alonso Gutierrez, Andrew Wroe Dec 2024

Evaluation Of A Non-Metallic Dual-Port Expander For Intensity Modulated Proton Therapy, Kristen Mcconnell, Zachary Fellows, James Kraus, Mauricio Acosta, Joseph Panoff, Eduardo Pons, Alonso Gutierrez, Andrew Wroe

All Publications

Purpose: To provide a methodology for characterization of the technical properties of a newly developed non-metallic tissue expander for intensity modulated proton therapy.

Methods: Three tissue expanders (AlloX2-Pro: plastic-dual port, AlloX2: metal-dual port, and Dermaspan: metal-single port) were deconstructed, CT-scanned, and modeled in RayStation12A. A 165 MeV single spot was used to create RayStation dose planes, and the integrated depth dose profiles were calculated and the DR90 extracted to predict water equivalent thickness (WET). These predictions were compared to measurements taken with an IBA Giraffe MLIC. Native, water, and fully modelled overrides were compared for the AlloX2 Pro to quantify …


Does Self-Care Moderate The Association Between Adverse Childhood Experiences, Trauma Symptoms, And Parental Reflective Functioning?, Vinaya Thomas Dec 2024

Does Self-Care Moderate The Association Between Adverse Childhood Experiences, Trauma Symptoms, And Parental Reflective Functioning?, Vinaya Thomas

Electronic Theses and Dissertations

Unresolved adverse and traumatic experiences in parents can amplify the risk of perpetuating intergenerational transmission of trauma. Parents’ positive and adaptive practices such as self-care might act as a protective factor against this ripple effect. This study investigated whether self-care moderated the relationship between parental ACEs, post-traumatic stress symptoms, and parental reflective functioning in mothers who are experiencing high psychosocial stress (n = 59) residing in rural Appalachia. Within our sample, there was no statistically significant linear relationship between our predictors, ACE score and PTSD symptoms, and our outcome of interest, maternal pre-mentalizing. We did not find empirical support for …


Introducing The Second-Order Features Adjoint Sensitivity Analysis Methodology For Neural Ordinary Differential Equations—I: Mathematical Framework, Dan Gabriel Cacuci Dec 2024

Introducing The Second-Order Features Adjoint Sensitivity Analysis Methodology For Neural Ordinary Differential Equations—I: Mathematical Framework, Dan Gabriel Cacuci

Faculty Publications

This work introduces the mathematical framework of the novel “First-Order Features Adjoint Sensitivity Analysis Methodology for Neural Ordinary Differential Equations” (1st-FASAM-NODE). The 1st-FASAM-NODE methodology produces and computes most efficiently the exact expressions of all of the first-order sensitivities of NODE-decoder responses with respect to the parameters underlying the NODE’s decoder, hidden layers, and encoder, after having optimized the NODE-net to represent the physical system under consideration. Building on the 1st-FASAM-NODE, this work subsequently introduces the mathematical framework of the novel “Second-Order Features Adjoint Sensitivity Analysis Methodology for Neural Ordinary Differential Equations (2nd-FASAM-NODE)”. The 2nd-FASAM-NODE methodology efficiently computes the exact expressions …


An Examination Of The Effect Of The Implementation Of A Trauma-Informed School Initiative On The Attitudes Of The Staff In A School, Michael Riddell Dec 2024

An Examination Of The Effect Of The Implementation Of A Trauma-Informed School Initiative On The Attitudes Of The Staff In A School, Michael Riddell

Electronic Theses and Dissertations

The purpose of this qualitative phenomenological case study was to investigate the change in the attitudes of teachers pre and post implementation of a trauma-informed school initiative in a school in the Eastern Grand Region of Tennessee. As adverse childhood experiences (ACEs) have become more recognizable in school age children by teachers and school staff members due to an increase in knowledge about ACEs, there has been an increase in the number of trauma-informed initiatives undertaken by schools across the United States. Due to the challenges associated with the implementation of trauma-informed initiatives in schools, it is important for administrators …


Self-Rated Interprofessionalism Between Allied Health Professionals, Courtney Andrews Dec 2024

Self-Rated Interprofessionalism Between Allied Health Professionals, Courtney Andrews

Electronic Theses and Dissertations

Preventable deaths due to medical errors are a significant cause of death in the United States. Decreased communication and collaboration has been cited as a potential reason for these preventable medical errors. Interprofessional practice (IPP) is a service delivery method where medical professionals from different disciplines intentionally work together in order to provide collaborated and collective care for patients. Interprofessional education (IPE) training programs are becoming more common in healthcare education, and have been cited as one way to improve IPP among healthcare providers. However, gaps exist in the literature regarding how to best structure and implement these programs so …


Perceiving, Processing, And Evaluating Infant Facial Affect In Potential Parents: An Erp Study, Tiffany Bonnagio Dec 2024

Perceiving, Processing, And Evaluating Infant Facial Affect In Potential Parents: An Erp Study, Tiffany Bonnagio

Electronic Theses and Dissertations

Evidence for differences between assigned female at birth (AFAB) and assigned male at birth (AMAB) perceiving, processing, and evaluating infant faces has been mixed. The current study examined whether expected parental self-efficacy (EPSE) and desire for children predicts event-related potentials (ERPs) to infant facial affect in potential parents. No scale for EPSE exists. Therefore, we reworded the Perceived Maternal Parental Self-Efficacy scale from present to future tense. There was no correlation with EPSE scores, ERPs, or behavioral data. No difference was found between AFAB and AMAB in accurately evaluating infant faces; however, AFABs responded more quickly. ERP data revealed significantly …


Resilient Students: Traumatic Experiences, Aces, And Resources That Influence University Students’ Perceptions Of First-Year College Adjustment, Audrey W. Besch Dec 2024

Resilient Students: Traumatic Experiences, Aces, And Resources That Influence University Students’ Perceptions Of First-Year College Adjustment, Audrey W. Besch

Electronic Theses and Dissertations

The history of understanding the impacts of trauma on individuals has shifted from a narrow focus on physical injuries to a multidimensional understanding of how trauma influences the development of psychological and emotional interactions. This evolving understanding has informed the implementation of trauma-informed practices and interventions across various sectors. Tennessee institutions of higher education recognize the connection between trauma, student success, and systemic interventions. University students who have experienced Adverse Childhood Experiences have heightened vulnerability to stressful events as they transition from high school to college, increasing the likelihood of lower educational attainment, higher drop-out rates, and higher rates of …


Overcoming The Barrier To The Clinical Application Of Naloxone: Application Of Drug Delivery Technologies, Akeemat O. Tijani Dec 2024

Overcoming The Barrier To The Clinical Application Of Naloxone: Application Of Drug Delivery Technologies, Akeemat O. Tijani

Electronic Theses and Dissertations

Opioid overdose crisis continues to demand innovative solutions for rapid and effective drug administration. Naloxone (NAL), a critical opioid antagonist, has been the primary treatment for reversing opioid-induced respiratory depression. However, its current delivery methods, such as intravenous and intranasal formulations, are limited by their invasive nature, short half-life, and the need for repeated dosing. This dissertation investigates advanced drug delivery technologies aimed at overcoming these challenges and enhancing the clinical utility of NAL.

This research focused on improving the transdermal and transnasal delivery of NAL using minimally invasive techniques. Various approaches were evaluated, including sonophoresis, microneedles, laser ablation, dermaplaning …


Educator Perceptions Of Career And Technical Education Courses And The Involvement In Career And Technical Student Organizations On Student Attendance, Robert Satterfield Dec 2024

Educator Perceptions Of Career And Technical Education Courses And The Involvement In Career And Technical Student Organizations On Student Attendance, Robert Satterfield

Electronic Theses and Dissertations

The purpose of this study was to investigate the perceptions of secondary teachers, administrators, and educational supervisors of the implications of Career and Technical Education courses and the involvement in Career and Technical Student Organizations on student attendance. Data for this study were collected quantitatively by utilizing Microsoft Forms to administer the survey to potential participants. The survey administered for this study contained 13 Likert scale questions and two open-ended questions. Once data were collected SPSS Version 25 was used to analyze the data from the survey. After data analysis, it was concluded that all 13 of the Likert scale …


Landslide Inventory And Unstable Slope Monitoring Along Highways In Eastern Tennessee, Robert Mcsweeney Dec 2024

Landslide Inventory And Unstable Slope Monitoring Along Highways In Eastern Tennessee, Robert Mcsweeney

Electronic Theses and Dissertations

This research introduces an unstable slope management program (USMP) for Tennessee based on federal slope management standards, along with improved methods for landslide monitoring with unmanned aerial systems (UAS) lidar and photogrammetry. In mountainous regions, monitoring slope hazards is a critical function of transportation management. A mobile field assessment form created with Survey123 was used to collect 22 unstable slope ratings in eastern Tennessee. Location points were appended with photographs, notes, and site information. Landslide scores ranged from 325 (Fair) to 1005 (Poor). UAS monitoring of a slow-moving soil landslide along I-40 near Rockwood, TN, produced high-resolution lidar and photogrammetry …


Service Provider Perceptions Of Systems Serving Individuals Experiencing Homelessness: A Needs Assessment And Strategic Plan In Johnson City, Tn, Opal Frye-Clark Dec 2024

Service Provider Perceptions Of Systems Serving Individuals Experiencing Homelessness: A Needs Assessment And Strategic Plan In Johnson City, Tn, Opal Frye-Clark

Electronic Theses and Dissertations

This Integrated Learning Experience (ILE) investigates service providers' perceptions of Johnson City, Tennessee's homelessness services, aiming to inform a city-wide strategic plan for reduction. Employing a mixed-methods approach, the study gathered qualitative data through in-depth interviews with service providers in 2022 and quantitative data via a 2024 survey. The research focused on those directly involved in serving or significantly influencing the lives of individuals experiencing homelessness (IEH). Three key aims guided the investigation: (1) To analyze provider perspectives to identify community assets, opportunities, barriers, and unmet needs, informing a comprehensive needs assessment; (2) To refine these findings through SWOT analysis …


Making Social Interactions Accessible For The Blind And Low-Vision People By Detecting Emotions Through Vocal Tone, Facial Expressions, And Body Language, Gautham Krishna Dec 2024

Making Social Interactions Accessible For The Blind And Low-Vision People By Detecting Emotions Through Vocal Tone, Facial Expressions, And Body Language, Gautham Krishna

Theses

Despite the thriving research in the field of accessibility, there are several niche area where there is a need for specific solutions. One such area is social interaction. Blind and Low-Vision people (BLV) are limited in identifying emotions through verbal communication alone, which is often biased and unreliable in certain environments. Prior research illustrates the importance of body language in expressions and articulates the mechanism behind human emotions. Drawing inspiratoin from such research and various studies that were focused on emotion recognition systems, our research focused on identifying a portable accessible solution for BLV that classified emotion based on multi-modal …


Design Of A Custom Embedded Replay Control Board For A Vintage Porsche, Christopher Heltz Dec 2024

Design Of A Custom Embedded Replay Control Board For A Vintage Porsche, Christopher Heltz

Theses

Many industries rely on decades old software and electronics to run machines that are essential for America’s industry. These companies operate on the sentiment of “if it’s broke, don’t fix it”. This works great until something breaks, then these same companies are faced with a tough decision. Either replace the old software and electronics with modern solutions or fix the original electronics. Both options have their challenges, the first costs much more in the short term and will require many man hours to design a new solution however the latter will require finding the original documentation or having trained individuals …


Recast, Reform, Reshape: Surreal Figurative Painting, Keely Wu Dec 2024

Recast, Reform, Reshape: Surreal Figurative Painting, Keely Wu

Theses

This thesis explores the use of surreal imagery and the reimagining of historical subjects as a means to discuss complex ideas of identity. In this exploration, I chose to use the human figure as a vessel for expressing my own intimate viewpoints and experiences. Through a series of paintings, I investigate how the juxtaposition of human forms with non-human elements challenges conventional notions of gender and sexuality to empower marginalized perspectives. My Master’s degree started with my transition from commercial illustration to fine art. The study examines my evolution of thematic and stylistic choices, emphasizing the creation of new works …


Impact Of Coolant Temperature On Boiling Chamber Performance For Cooling Electronic Chips, Nooruldeen Mustafa Dec 2024

Impact Of Coolant Temperature On Boiling Chamber Performance For Cooling Electronic Chips, Nooruldeen Mustafa

Theses

Data centers in their quest for ever-increasing processing power are generating more heat than ever before. This heat, if not effectively managed, can lead to equipment failure, reduced performance, and significant financial losses. The development of efficient cooling systems is therefore a pressing need. While numerous two-phase techniques have been developed to meet this escalating heat dissipation demand, their compatibility with free-to-air cooling, especially at higher temperatures, remains a challenge. To address this issue, we propose the use of boiling chambers employing subcooled boiling and submerged condensation mechanisms, an innovative solution that promises effective heat dissipation. This study delves into …


Smart Credit Card Fraud Detection Using Machine Learning, Aisha Bin Sulaiman, Rowdha Masood Falaknaz Dec 2024

Smart Credit Card Fraud Detection Using Machine Learning, Aisha Bin Sulaiman, Rowdha Masood Falaknaz

Theses

This thesis addresses the increasing issue of fraud resulting from technological advancements affecting both customers and fraudsters, while law enforcement agencies face challenges of inadequate case prioritization; data overload and slow investigative analysis. The central objective of this thesis revolves around strategies to counter these challenges, emphasizing the urgency of rapid response to major alert cases that can lead to widespread impacts. The authors' experience in financial fraud detection and credit card crime investigation within the police department has inspired this research, guiding the approach toward practical solutions for everyday operational challenges. The significance of this thesis lies in its …


Application Programming Interface For Embedded Protocol Management System, Mathew David Barrera Dec 2024

Application Programming Interface For Embedded Protocol Management System, Mathew David Barrera

Theses

This paper defines an architecture and software structure which implements a polymorphic system to manage hardware devices. The architecture implements a system to manage integration of hardware devices by providing the constructs required to implement communication and data transport protocols with a method that manages system state independence of each hardware component integrated. The architecture components provide a system which maintains the independence of each device by defining abstractions between each component of the system providing the software constructs required to integrate hardware components which implement differing connections methods and communication protocols. The software architecture provides the means of Integration …


Type Unbound: An Exploration Of Typography, Ar, And Its Creative Power, Honey Ashvinkumar Gardharia Dec 2024

Type Unbound: An Exploration Of Typography, Ar, And Its Creative Power, Honey Ashvinkumar Gardharia

Theses

‘Type Unbound’ is a typographic poster series and campaign designed to celebrate typography, exploring its dynamic possibilities through Augmented Reality (AR) simulation. This project bridges traditional and digital design by allowing users to scan posters and experience typography that defies its static nature, coming alive with animations. Each poster focuses on a distinct theme and these themes showcase the multifaceted powers of typography, highlighting its ability to communicate, inspire, and transform. The animated interactions go beyond aesthetic appeal, serving as a means to understand what type can do—how it shapes rhythm, creates form, adds dimension, and alters perspectives. By combining …


Development And Optimization Of Electric-Double-Layer Gated Transistors Based On Low-Dimensional Materials: Gate-All-Around Inas Nanowire Arrays And Graphene Channels, John Wyatt Morrell Dec 2024

Development And Optimization Of Electric-Double-Layer Gated Transistors Based On Low-Dimensional Materials: Gate-All-Around Inas Nanowire Arrays And Graphene Channels, John Wyatt Morrell

Theses

Electric-double-layer (EDL) gating is a promising alternative to conventional gating methods for field-effect transistors (FETs), with potential applications spanning current logic, future logic, and neuromorphic computing architectures. This technique employs mobile ions in an electrically insulating but ionically conductive medium to generate strong local electric fields at the gate-to-channel interface, achieving field magnitudes on the order of 1 V/nm. These intense local fields enable significant charge carrier accumulation in the semiconducting channel, positioning EDL gating as a strong candidate for device applications. In this study, we investigate the use of low-dimensional channel materials, including two-dimensional graphene and one-dimensional InAs nanowires, …


Unstable, Virginia Guerrero Dec 2024

Unstable, Virginia Guerrero

Theses

Unstable is a film about a music-driven, psychedelic journey of reality slipping into a frenzy of madness. It explores bringing music to life with emphasis placed on music pacing, mood, and my own simultaneous, involuntary experience of color when listening to music. The film tells the story of a trapped, creepy, skeletal character escaping his shackles and causing mayhem. He bends reality and experiences several transformations as the music becomes increasingly aggressive. The story is primarily narrative with experimental features, including abstract backgrounds, varying art styles, and unexpected transitions. The main character goes through painful, physical changes and eventually reaches …


Enhancing Medical Cybersecurity: A Machine Learning Solution For Intrusion Detection In Iomt Devices, Afra Yaqoob Dec 2024

Enhancing Medical Cybersecurity: A Machine Learning Solution For Intrusion Detection In Iomt Devices, Afra Yaqoob

Theses

In the past few decades, the healthcare sector has undergone major technological advancements, which have included the adoption of Internet of Medical Things (IoMT), and networked medical devices. These advancements have changed the manner in which patient care is provisioned, enabling for more accurate diagnosis, personalized treatment plans, among other benefits. However, as healthcare providers are growing more reliant on interconnected systems, they have also been exposed to critical cybersecurity vulnerabilities. Medical devices have now become targets for cyberattacks, threatening patient data and its security and endangering patient's health and safety. This thesis examines the affects that inadequate cybersecurity measures, …


Leveraging Ai To Improve Service Quality For Better Passenger Satisfaction At Airport, Abdulrhman Alsaleh Dec 2024

Leveraging Ai To Improve Service Quality For Better Passenger Satisfaction At Airport, Abdulrhman Alsaleh

Theses

The aim of this research is to explore the impact of airport service quality on passenger satisfaction level in Dubai International Airport (DXB) and the study employed machine learning approach to establish the services quality dimensions relationship with passenger satisfaction. However, the initial objective is to analyze patterns and make future forecasts that DXB could use to enhance service delivery. The research focuses on key service quality dimensions: The study investigates the causal relationship between five constructs: reliability, service quality tangibility, assurance, responsiveness, and empathy using machine learning models such as regression and classification. The information data applies to the …


Small Angle X-Ray Scattering And Form Factor Modeling Of Β Crystallins - A Physiologically Significant Eye Lens Cytoplasm Protein, Srijan Banerjee Dec 2024

Small Angle X-Ray Scattering And Form Factor Modeling Of Β Crystallins - A Physiologically Significant Eye Lens Cytoplasm Protein, Srijan Banerjee

Theses

This thesis provides in depth analysis of small angle x-ray scattering (SAXS) experiments conducted on the beta-high crystallin eye lens cytoplasm protein. In particular, radius of gyration and molecular weight measurements are extracted and compared to measurements from existing work. Furthermore, an approach to math ematically modeling the scattering ”form-factor”, which describes the size and shape of individual particles, is also developed and applied to the SAXS data. The model acheived in the thesis appears to agree closely with scattering data at the low q range. Several obstacles which impede the resulting modeling from perfectly characterizing the data at higher …


Rainfall Prediction Using Machine Learning Methods, Ibrahim Abdulla Obaidalla Dec 2024

Rainfall Prediction Using Machine Learning Methods, Ibrahim Abdulla Obaidalla

Theses

The capability to predict rainfall effectively is crucial for both economic planning and safety measures. This project examined the performance of three well-known forecasting models: Long Short-Term Memory (LSTM), Autoregressive Integrated Moving Average (ARIMA), and Seasonal Autoregressive Integrated Moving-Average (SARIMA) to determine their accuracy in predicting rainfall patterns. Extensive analysis of data was conducted to identify which model was the most reliable and accurate, considering varying climatic conditions and time scales. The LSTM model, a type of network designed for sequential data, was expected to excel due to its ability to understand long-term dependencies in data series. This is vital …