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Exploring The Impact Of Teacher Curiosity On Job Satisfaction And Self-Efficacy: A Quantitative Study In Stem Education, Christopher Jeffcoat Oct 2024

Exploring The Impact Of Teacher Curiosity On Job Satisfaction And Self-Efficacy: A Quantitative Study In Stem Education, Christopher Jeffcoat

Theses and Dissertations

This dissertation presents a quantitative study involving 96 teachers of STEM subjects, aimed at investigating the relationship between teacher curiosity, job satisfaction, and teacher self-efficacy. The primary objective was to examine the significance of teacher curiosity in the context of educators' job satisfaction. The research findings indicate a moderate positive correlation between teacher curiosity and job satisfaction (r=0.57), suggesting that educators with higher curiosity tend to experience greater job satisfaction. Also, a moderate positive correlation (r=0.51) was identified between teacher curiosity and teacher self-efficacy, emphasizing the connection between curiosity and educators' belief in their ability to positively impact student learning. …


Nonlinear Optical Studies Of Complex Materials, Govinda Kharal Oct 2024

Nonlinear Optical Studies Of Complex Materials, Govinda Kharal

Theses and Dissertations

This dissertation presents an in-depth exploration of nonlinear optical investigations into complex material systems, employing second harmonic generation (SHG) and complementary bulk measurement techniques. The first project focuses on surface symmetries and phase transitions in IrTe2. Using SHG and electrical resistance measurements, we systematically investigate temperature-induced symmetry changes and reveal significant shifts in transition temperatures due to thermal cycling. Comparison with bulk X-ray diffraction confirms that these shifts are surface-related, providing a new interpretation of inconsistencies in reported transition temperatures. Our findings emphasize the effectiveness of SHG in capturing subtle surface phenomena, with future directions involving straincontrolled studies to manipulate …


Measurement Of Single Differential Cross Sections, Polarization Observables, And Beam-Spin Asymmetry In Charged Two-Pion Electroproduction Off The Proton, Christopher Andrew Mclauchlin Oct 2024

Measurement Of Single Differential Cross Sections, Polarization Observables, And Beam-Spin Asymmetry In Charged Two-Pion Electroproduction Off The Proton, Christopher Andrew Mclauchlin

Theses and Dissertations

Emergent phenomena are described as such due to functional differences in paradigms based on observation scale, one of the most fundamental being the emergence of hadronic structure from bare quarks and gluons, as dictated by the strong interaction. Measurement of charged two-pion electroproduction off the proton with CLAS in run group E1-6 and the extraction of single differential cross sections, polarization observables, and beam-spin asymmetries was performed as a necessary step in illuminating the length scale currently dark to Quantum Chromodynamics within the structure of the proton. Understanding the scale-dependent nature of this hadronic structure is integral to understanding nature …


The Fifth Element In Three Dimensions: Boron Systematics Along And Across The Aleutian Volcanic Arc, Owen Jensen Oct 2024

The Fifth Element In Three Dimensions: Boron Systematics Along And Across The Aleutian Volcanic Arc, Owen Jensen

Theses and Dissertations

This study uses abundances and isotope ratios of the fluid-mobile element boron (B) to better understand the role of fluids in volcanism at the Aleutian arc in Alaska. In volcanic rocks from the Aleutian volcanic front, patterns in B abundance and isotope ratios (δ11B) point to three endmembers: a sediment melt, a slab interior melt, and a slab-top melt. Most lavas from the eastern Aleutian Islands have δ11B of -2 to +5‰, similar to Aleutian sediment. Hence, sediment is likely to be the dominant B source in the Aleutian Island samples. In lavas from the western Aleutian seafloor, high δ11B …


In Search Of Cognitive Justice: One District’S Approach To Implementing Culturally Responsive Practices, Anne Marie Mancini Oct 2024

In Search Of Cognitive Justice: One District’S Approach To Implementing Culturally Responsive Practices, Anne Marie Mancini

Theses and Dissertations

This action research study examined district leaders' approach to integrating culturally responsive practices into classrooms in a medium-sized urban Connecticut public school system. The framework for this study was supported by two theories: transformative learning and culturally responsive pedagogy. Following a case study model of design, the project focused on the work of the Supervisor of Professional Learning and the Department Supervisor for English Language Arts (ELA) as they provided training, support, and resources to the Grade 7 team. Two research questions guided this study: (1) What successes, if any, did district leaders experience in implementing culturally responsive teaching practices …


Innovative Strategies For Healthcare Data Integration: Enhancing Etl Efficiency Through Containerization And Parallel Computing, Ehsan Soltanmohammadi Oct 2024

Innovative Strategies For Healthcare Data Integration: Enhancing Etl Efficiency Through Containerization And Parallel Computing, Ehsan Soltanmohammadi

Theses and Dissertations

The healthcare industry is rapidly transforming due to technology adoption, resulting in an explosion of data. Extract, Transform, Load (ETL) processes are crucial for integrating and analyzing this data to support decision-making and enhance patient care. However, ETL processes face significant challenges, including data diversity, quality issues, security and compliance, and scalability. Opportunities exist to optimize ETL processes through advanced technologies like big data analytics, containerization, and parallel computing, improving data quality, and enhancing security. This literature review examines current ETL processes in healthcare, highlighting challenges and opportunities for future improvement, ultimately aiming to enhance healthcare outcomes and patient experiences. …


Leveraging The Usage Of Blockchain Towards Trust-Dominated Manufacturing Systems, Philip Joseph Samaha Oct 2024

Leveraging The Usage Of Blockchain Towards Trust-Dominated Manufacturing Systems, Philip Joseph Samaha

Theses and Dissertations

Smart Manufacturing has elevated manufacturing processes, transitioning from automated systems to autonomous ones. This evolution has heightened the significance of data within manufacturing facilities. The role of data has evolved from solely monitoring processes to both monitoring and extracting insights from these processes, facilitating precise control. In this context, the data infrastructure plays a critical role, encompassing both internal data circulating within the facility—such as information exchanged between controllers and actuators—and external data transmitted to and from outside entities. When the factory's cyber infrastructure is connected to the internet, security concerns escalate significantly, amplifying associated risks. Therefore, the integration of …


Mechanics Based Characterization Of Elastic Metamaterials, Mamdudur Rahman Oct 2024

Mechanics Based Characterization Of Elastic Metamaterials, Mamdudur Rahman

Theses and Dissertations

In bandgap engineering there is a shortage of systematic design approach which enables one to select design variables to achieve bandgap in desired frequency range. Tools that can address this can open new areas of interest, especially since phononic crystals with low frequency bandgaps have multitude of applications in attenuation of structural vibration. Furthermore, mechanics-based characterization of phononic crystals had not seen much progress in the recent years while a lot of applied research had been conducted on phononic materials with material phase periodicity and other factors taken into consideration. This work aims to propose a systematic characterization approach of …


Redefining Gas Turbine Engine Development: A Digital Twin Framework Informed By Operational Dynamics And Numerical Analysis, Sowmya Raghu Oct 2024

Redefining Gas Turbine Engine Development: A Digital Twin Framework Informed By Operational Dynamics And Numerical Analysis, Sowmya Raghu

Theses and Dissertations

Gas Turbine Engines (GTEs) serve as primary propulsion systems in aviation and are key for power generation units in various industrial applications. The conventional Gas Turbine Engine Development and Monitoring Lifecycle (EDML) typically encompasses six stages: preliminary design, numerical analysis, prototyping and testing, manufacturing, systems integration, and subsequent systematic monitoring processes. This dissertation redefines the gas turbine engine design and development process by synergistically integrating design capabilities, real-time operational data, and predictive maintenance through the implementation of digital twins. The primary objective is to establish a comprehensive framework for gas turbine engine design by utilizing thermodynamic and aerodynamic modeling, supported …


Tracking Deposition And Settling Characteristics Of Airborne Metallic Particulate, William Kahale Caspino Oct 2024

Tracking Deposition And Settling Characteristics Of Airborne Metallic Particulate, William Kahale Caspino

Theses and Dissertations

Transport and deposition of metal particles is a source of environmental and public health concern. Understanding how ambient conditions and the properties of the particles interact to influence the dispersal range can provide information on and the possible extent of environmental contamination. Controlled laboratory experiments and modeling were utilized to determine when such particles would deposit. Particle samples containing heavy metals, a Palladium-dominant alloy and a Nickel/Aluminum dominant alloy LANA, were released in a static column, and the vertical displacement was tracked utilizing a Phantom v7.3 camera and a camera lens. Electron microscopy revealed that particles are not spherical and …


“They’Re Just Kinda Fun”: Action Research Evaluating The Impact Of Gamification Tools On Secondary Social Studies Students’ Academic Self-Efficacy, Motivation, And Perceptions Of Learning, Anthony Wayne Blair Jr. Oct 2024

“They’Re Just Kinda Fun”: Action Research Evaluating The Impact Of Gamification Tools On Secondary Social Studies Students’ Academic Self-Efficacy, Motivation, And Perceptions Of Learning, Anthony Wayne Blair Jr.

Theses and Dissertations

This action research study evaluated the implementation of a gamification strategy to improve academic self-efficacy and motivation in social studies students at Azul Mountain High School (a pseudonym). Keeping students engaged in school is a top priority for educators at all levels. However, students’ lack of engagement at the high-school level has become more detrimental. Improving self-efficacy has been linked to increased motivation, academic achievement, and improved learning outcomes. By making the learning experience more engaging for students, gamification may be a viable approach to the challenge of keeping students in high school. This study addressed three research questions: (a) …


“We Don’T Know What We Don’T Know”: Improving The Quality Of Stem Teaching In A British International School By Developing Teachers’ Stem Pedagogical Knowledge And Stem Instructional Practices, Matthew James Fagg Oct 2024

“We Don’T Know What We Don’T Know”: Improving The Quality Of Stem Teaching In A British International School By Developing Teachers’ Stem Pedagogical Knowledge And Stem Instructional Practices, Matthew James Fagg

Theses and Dissertations

This research aimed at improving the quality of science, technology, engineering, and mathematics (STEM) teaching at a British international school in Brunei Darussalam. Evidence from a range of sources suggested that teachers at the school were not employing common STEM instructional practices when giving their pupils STEM problems to solve. The purpose of the two research questions was to identify how STEM lessons were being taught in Grades 2 to 7 in the school, and to measure the influence of STEM-related professional development sessions on teachers’ STEM pedagogical knowledge and STEM instructional practices. The researcher followed an eight-stage action-research cycle …


A Flipped Classroom Approach For Algebra 2 Students Who Have Struggled In Previous Mathematics Courses, Abby Suss Oct 2024

A Flipped Classroom Approach For Algebra 2 Students Who Have Struggled In Previous Mathematics Courses, Abby Suss

Theses and Dissertations

This mixed method study examined the effect of a flipped classroom approach on the engagement and attitude of Algebra 2 students who had struggled in previous mathematics classes. Videos for students to watch at home were constructed with adherence to the Cognitive Theory of Multimedia. Class time then focused on students working together and with teacher support in accordance with active learning theory. Qualitative sources of data - pre and post intervention interviews, pre and post student questionnaires, and teacher anecdotal notes and quantitative sources of data - the SEMs and the ATMI - were gathered and analyzed. Results showed …


Ashs To As: Evaluating The Effectiveness Of Mandatory Athletic Study Hall In Improving High School Athletes’ Academics, Angela Pilson Oct 2024

Ashs To As: Evaluating The Effectiveness Of Mandatory Athletic Study Hall In Improving High School Athletes’ Academics, Angela Pilson

Theses and Dissertations

During the 2023-2024 academic year, this action research study was conducted at local, mid-sized high school in South Carolina using a mixed-methods approach to evaluate the efficacy and impact of a mandatory athletic study hall (ASH) program on high school athletes’ academic performance. Through this program, during each academic quarter, any in-season athletes with any grades below 69% to either attend after-school study hall sessions or complete tutoring. The study both reviewed the academic performance of athletes and nonathletes and collected qualitative data from stakeholder surveys completed by nonathletes, athletes, teachers, coaches, and parents. The findings revealed a significant difference …


Exploring Culturally Relevant School Leadership Practices: An Autoethnographic Study, Kezia Myers Oct 2024

Exploring Culturally Relevant School Leadership Practices: An Autoethnographic Study, Kezia Myers

Theses and Dissertations

The focus of this autoethnographic study was on the implementation and impact of Culturally Responsive School Leadership (CRSL) within an elementary school. The school is comprised of approximately 400 P-5 students, with a predominantly Black student body (77%), along with students who identify as Hispanic, multiracial, White, and other ethnic backgrounds.

Three research questions were posed: 1) In what ways have I, as a school principal, integrated culturally relevant leadership practices into the decision-making framework at the school? 2) How might what I learn about other principals’ implementation of CRP in their respective schools inform my understanding of its effectiveness …


Impact Of A Mathematics Review On Students' Chemistry Self-Efficacy And Problem-Solving Skills In An Undergraduate Chemistry Course, Antoinette Marie Gayle Oct 2024

Impact Of A Mathematics Review On Students' Chemistry Self-Efficacy And Problem-Solving Skills In An Undergraduate Chemistry Course, Antoinette Marie Gayle

Theses and Dissertations

Mathematics is an integral part of chemistry courses, and the application of arithmetic and algebraic knowledge is important for solving calculation-based problems in undergraduate general chemistry. Students begin undergraduate chemistry with varying levels of mathematics skills and experience which may impact their ability to solve problems and understand the content in chemistry courses. Utilizing a convergent mixed methodology, this action research study evaluated the impact of an in-class mathematics review intervention on students’ chemistry self-efficacy and problem-solving abilities in general chemistry. Mathematics review sessions were conducted in undergraduate general chemistry classes with 40 first-year students at a small university college …


Increasing Engagement And Self-Efficacy Levels In Underachieving 5Th Grade Students: A Qualitative Study, Raney Altman Oct 2024

Increasing Engagement And Self-Efficacy Levels In Underachieving 5Th Grade Students: A Qualitative Study, Raney Altman

Theses and Dissertations

Student achievement and mastery of content taught in reading is measured each year in the state of South Carolina. A pattern of low achievement was identified, but more specifically, there were patterns of low engagement and self-efficacy levels in 5th grade students in this study. Because reading is a critical tool needed to participate in all life necessities such as finding work and experiencing interviews, paying bills, and following simple everyday directions, it was evident in student behavior in the classroom that adjustments needed to be made instructionally to ensure success for all students in school and in future endeavors. …


Topics In Beyond The Standard Model Physics, Sapan Karki Oct 2024

Topics In Beyond The Standard Model Physics, Sapan Karki

Theses and Dissertations

Standard Model and General relativity are two pillars of modern physics, and their reconciliation would bring a long-sought harmony in physics along with insights into the secrets of the universe. It is then natural to try and modify these theories by searching for the fundamental symmetry describing our world. In this work, I work on the implication of breaking of Lorentz symmetry and the existence of topological objects called solitons. In chapter 3, I show how a cosmologically generated Lorentz- Violating model has instability issues. I then show how the quantum corrections on Lorentz-Violating models can produce ambiguity in β-function …


Utilizing Project-Based Learning To Improve Statistical Literacy, Edward Sabat Oct 2024

Utilizing Project-Based Learning To Improve Statistical Literacy, Edward Sabat

Theses and Dissertations

This action research study examined the impact of Project-Based Learning (PBL) on statistical literacy among community college students enrolled in introductory statistics courses. The study addressed the challenge students face in interpreting statistical results in real-world contexts, despite achieving correct numerical answers. Utilizing a PBL approach during the hypothesis testing unit, the study employed an explanatory sequential mixed methods design, incorporating a pretest and posttest using the Reasoning and Literacy Instrument (REALI), followed by structured interviews. Quantitative results demonstrated improvement in statistical literacy in all areas assessed on the REALI, particularly in the area of hypothesis testing and p-values. Qualitative …


Why He Sings: An Action Research Study Using Counternarratives To Affect The Deficit Narratives Attributed To Students Of Color, Tiffany Jones Early Oct 2024

Why He Sings: An Action Research Study Using Counternarratives To Affect The Deficit Narratives Attributed To Students Of Color, Tiffany Jones Early

Theses and Dissertations

There is ample research that shows that students of color are less likely to graduate from college than their White peers. Meanwhile, the demographics of students who enroll in college continue to be more diverse than previous generations. As universities struggle to understand retention disparities, the voices of the students are often eliminated from the discussion. Many university staff members, instead, opt for a deficit narrative to blame what they believe students of color lack that inhibits them from persisting in college until graduation. The purpose of this study is to use narrative inquiry to better understand the educational experiences …


Assessing Functional Abilities In A Memory Disorder Population: A Comparison Of Self-Report, Informant-Report, And Performance-Based Measures, Kevin Andrew Murray Oct 2024

Assessing Functional Abilities In A Memory Disorder Population: A Comparison Of Self-Report, Informant-Report, And Performance-Based Measures, Kevin Andrew Murray

Theses and Dissertations

Objective: Accurate assessment of daily functioning is critical for deriving a correct diagnosis and facilitating effective patient care. While collateral reports from a reliable informant can elucidate patients’ functional capacities, they may be susceptible to misappraisals of functional status. Similarly, patients with limited insight may be prone to misjudging their functional abilities. Performance-based measures of adaptive functioning may detect subtle declines in daily functioning overlooked by self- and informant-report measures. However, these measures may be limited in terms of ecological validity. The current study investigated the association between a performance-based measure of daily functioning and patients’ and informants’ ratings of …


Design Of An Above Pavement Wireless Sensor Node (Apwsn) For Real-Time Roadway Monitoring Using Piezoelectric Energy-Harvesting, Jochy Jonathan Perez Sep 2024

Design Of An Above Pavement Wireless Sensor Node (Apwsn) For Real-Time Roadway Monitoring Using Piezoelectric Energy-Harvesting, Jochy Jonathan Perez

Theses and Dissertations

The evolution of Smart Highway and Internet of Things (IoT) technologies offers new opportunities to improve the safety and efficiency of vehicular traffic on roads. This research effort describes the development of a wireless pavement sensor that provides a novel method to detect key pavement parameters while incorporating low-power energy harvesting that leverages the kinetic energy generated by vehicular traffic. The Above Pavement Wireless Sensor Node (APWSN) is the embodiment of the approach. APWSN can facilitate the strategic deployment of sensors on a wide variety of roads to enable real-time data collection to support decision-making processes for road infrastructure maintenance …


Early Intervention System Contextual Factors Contributing To Treatment Attendance And Clinical Outcomes, Anthony Eldridge Sep 2024

Early Intervention System Contextual Factors Contributing To Treatment Attendance And Clinical Outcomes, Anthony Eldridge

Theses and Dissertations

Early Intervention Programs (EI) are an established method of addressing and treating earlier childhood developmental problems that involves a system of complex processes which families must navigate to secure and maintain care. Extensive wait times and multiple service providers burdensome caregivers which may impact treatment engagement. Telehealth offers some clinical utility for improving EI service provision. However, little is known how system contextual factors predict a child’s Part B Eligibility and level of engagement with treatment. The primary aim of this study is to describe the effect that wait time, number of service providers, number of treatment services, and treatment …


Integrating Data-Driven And Mechanism-Driven Modeling In Drug Discovery And Hepatotoxicity Evaluation, Xuelian Jia Sep 2024

Integrating Data-Driven And Mechanism-Driven Modeling In Drug Discovery And Hepatotoxicity Evaluation, Xuelian Jia

Theses and Dissertations

The pharmacological activities and hepatotoxicity significantly influence the success or failure of new drugs during drug discovery and development. Traditional experimental methods, such as animal models, are costly and time-consuming for chemical testing. There is a great need to develop in vitro and computational modeling to help identify the pharmacological activities and hepatotoxicity potential in the early stage of drug discovery and safety evaluation. In this dissertation, new computational models and associated modeling frameworks were described for predicting the biological profile and hepatotoxicity of chemicals. Firstly, a novel data mining and Quantitative Structure-Activity Relationship (QSAR) workflow was developed to construct …


Navigating The Maze: Women Experiences Transitioning From Faculty To High-Level Administration In Four-Year Postsecondary Institutions In The United States, Jonathan Miles Hubbell Sep 2024

Navigating The Maze: Women Experiences Transitioning From Faculty To High-Level Administration In Four-Year Postsecondary Institutions In The United States, Jonathan Miles Hubbell

Theses and Dissertations

This dissertation explores the experiences of women transitioning from faculty roles to high-level administrative positions within four-year postsecondary institutions in the United States. Utilizing a phenomenological approach, this study investigates the strategies, challenges, and successes of nine women who have navigated this career progression, highlighting the systemic barriers they faced and the resilience they developed along the way. Through the lens of resiliency theory and intersectionality, the research examines how women balance personal and professional obligations, overcome institutional barriers, and utilize mentorship networks to support their advancement. From the in-depth interviews, four themes emerged: (a) adaptability, (b) resilience, (c) mentoring, …


Identifying School-Wide Inequities: Action Research Conducted Using An Equity Audit To Inform Annual School Planning For A Pre-K–8 School, Janine Casella Sep 2024

Identifying School-Wide Inequities: Action Research Conducted Using An Equity Audit To Inform Annual School Planning For A Pre-K–8 School, Janine Casella

Theses and Dissertations

This action research study aims to identify and address equity gaps within a PK-8 New Jersey school by leading a professional learning community (PLC). The study will use action research methods to conduct an educational equity audit, which will inform the annual school plan and create a leadership action plan to stimulate organizational change. Traditionally, teachers at the research site have used Data-Driven Decision Making (DDDM) cycles, but this study will integrate Critical Data-Driven Decision Making (CDDDM) cycles, including an equity audit analyzed in PLCs. The audit will identify patterns of inequity and identify strategies to address them. The study …


Exploring Islamic School Teacher Adaptations To Reduce Cultural Mismatch For Muslim Middle Eastern American Students: A Grounded Theory Study, Zenab Eldreny Sep 2024

Exploring Islamic School Teacher Adaptations To Reduce Cultural Mismatch For Muslim Middle Eastern American Students: A Grounded Theory Study, Zenab Eldreny

Theses and Dissertations

Culturally responsive practices are imperative in American classrooms due to the increasing diversity of the student population. These practices prioritize contextualizing materials, building relationships with students, and leveraging students’ cultural experiences and capital to improve their overall experience in the educational process. However, there is little understanding of the intersection between culturally responsive practices and social-emotional learning frameworks, particularly in contexts beyond the traditional public school environment. This qualitative study employs grounded theory to explore how Islamic school teachers adapt the social-emotional learning curricula to accommodate better Middle Eastern American (MMEA) students' cultural values. Focus groups were conducted to augment …


Discovery Of Small Molecules To Alleviate Heart Disease-Induced Proteinopathy And Proteotoxicity Characteristic Of Alzheimer’S Disease, Nirjal Mainali Sep 2024

Discovery Of Small Molecules To Alleviate Heart Disease-Induced Proteinopathy And Proteotoxicity Characteristic Of Alzheimer’S Disease, Nirjal Mainali

Theses and Dissertations

Cardiovascular disease (CVD) is the leading cause of death in the world and in the United States. Reduced cardiac output due to CVD has been previously associated with decreases in systemic and cerebral perfusion. Cerebral hypoperfusion increases the risk of Alzheimer’s disease (AD), accompanied by accumulation of aggregates that feature Aβ amyloid and hyperphosphorylated tau. Protein aggregation is a shared hallmark of aging and neurodegenerative diseases. We previously reported elevated aggregation in hearts of hypertensive and aged mice and now find that aggregation is induced in hearts and brains of male C57BL/6 mice after transient ligation of the left coronary …


Computational And Experimental Advances In Nuclear Magnetic Resonance For High Resolution Structures, Ryan Toomey Sep 2024

Computational And Experimental Advances In Nuclear Magnetic Resonance For High Resolution Structures, Ryan Toomey

Theses and Dissertations

Since its inception, nuclear magnetic resonance (NMR) has been a valuable tool for determining chemical structure. In recent years, the field of NMR has been advanced forward by the ability to calculate theoretical parameters with increasing accuracy and efficiency. These calculations are compared to experimental data to produce high resolution structures. The progression of these applications has been made possible by improved instrumentation, data processing methods, probe and experiment design, better quality functionals and basis sets, as well as increased computational power. This research is especially relevant with the emergence of artificial intelligence, which has great potential to expedite steps …


Locating Diversity In Reservoir Computing Using Bayesian Hyperparameter Optimization, Whitney Lunceford Sep 2024

Locating Diversity In Reservoir Computing Using Bayesian Hyperparameter Optimization, Whitney Lunceford

Theses and Dissertations

Reservoir computers rely on an internal network to predict the future state(s) of dynamical processes. To understand how a reservoir's accuracy depends on this network, we study how varying the networ's topology and scaling affects the reservoir's ability to predict the chaotic dynamics on the Lorenz attractor. We define a metric for diversity, the property describing the variety of the responses of the nodes that make up reservoir's internal network. We use Bayesian hyperparameter optimization to find optimal hyperparameters and explore the relationships between diversity, accuracy of model predictions, and model hyperparameters. The content regarding the VPT metric, the effects …