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Instructional Coach Evaluation: Co-Refining An Evaluation Tool For Improved Feedback, Charles Folsom Jan 2025

Instructional Coach Evaluation: Co-Refining An Evaluation Tool For Improved Feedback, Charles Folsom

Dissertations and Theses

As instructional coaching roles have evolved, many school districts continue to rely on teacher-based evaluation tools, creating a gap in the effective support and development of instructional coaches. In the Franklin Ridge Community School District (FRCSD), a pseudonym, both instructional coaches and their supervisors reported that the existing evaluation tool was misaligned with role expectations. This study examined how instructional coaches and their evaluators collectively co-refined the New Evaluation Tool (NET) to provide more role-specific and meaningful feedback. Guided by qualitative action research, this study engaged 12 participants through document analysis, qualitative surveys, and focus groups. Using Braun and Clarke’s …


Voices From Within: Understanding Native American Student Journeys In Predominantly White Institutions: A Phenomenological & Autoethnographic Study, Collette Bowman Jan 2025

Voices From Within: Understanding Native American Student Journeys In Predominantly White Institutions: A Phenomenological & Autoethnographic Study, Collette Bowman

Dissertations and Theses

This study explored the lived experiences of Native American undergraduate students at a small Midwestern university, with particular attention to how identity development, systemic challenges, and culturally grounded support systems shape their academic and personal paths. Using a phenomenological approach paired with an autoethnographic lens, this research amplifies Native student voices while drawing on the reflections of the Indigenous researcher who shares similar lived experiences. Data were collected through semi-structured interviews and field notes. Three major themes emerged from the analysis: Identity Development, which captured how students negotiated cultural identity, intergenerational impact, and a sense of belonging; Barriers and Challenges, …


Implementing Learning Walks: An Action Research Study In A Public High School, Kay Bass Jan 2025

Implementing Learning Walks: An Action Research Study In A Public High School, Kay Bass

Dissertations and Theses

Researchers have shown that learning walks can serve as a dynamic form of professional development, particularly when aligned with a professional learning community (see Baker & King, 2013; DuFour et al., 2010; Feeney, 2014; Ginsberg et al., 2018; & Steiny, 2009). This study implemented learning walks in a public high school setting to gather teacher perceptions on the use of learning walks, how to refine learning walks, and teachers’ perceptions of instructional strategies explored during learning walks in a Tier 1 setting. Action research was used herein. A total of 18 teachers participated in this study from a rural public …


The Impact And Perceptions Of Open Educational Resources And Oer-Enabled Pedagogy On Affordability, Enrollment, And Student Success In Undergraduate Anatomy And Physiology, Justin Burr Jan 2025

The Impact And Perceptions Of Open Educational Resources And Oer-Enabled Pedagogy On Affordability, Enrollment, And Student Success In Undergraduate Anatomy And Physiology, Justin Burr

Dissertations and Theses

Open educational resources (OER) can help improve the affordability of higher education. While the impacts of OER on student success and cost savings have been studied in some areas, the literature lacks evidence for undergraduate anatomy and physiology. Additionally, the potential impact OER has on student enrollment choices in undergraduate anatomy and physiology remains unstudied. The cost of textbooks has been a notable hurdle to higher education participation and success, particularly among minority and underserved populations. This study aimed to evaluate the impacts of OER on affordability (cost), access (enrollment), and student success. A mixed-methods approach was used to answer …


A Phenomenological Study Of Hispanic And Latinx Community Mental Health Care Providers, Sara Zare Jan 2025

A Phenomenological Study Of Hispanic And Latinx Community Mental Health Care Providers, Sara Zare

Dissertations and Theses

Despite experiencing similar rates of mental health disorders, Hispanic/Latinx individuals are less likely than other ethnic/racial groups to access mental health services. There is a growing need for culturally responsive mental health services that address the unique barriers to access and unmet needs faced by Hispanic/Latinx communities. Community mental health organizations are critical to providing care to underserved populations who experience a wide range of resource-related barriers. The representation of bilingual and bicultural Hispanic/Latinx providers within these settings has become invaluable to addressing unique barriers not historically addressed by community mental health organizations. The present study utilized a phenomenological approach …


The Art Of Masking And Performing For The Perfect Marriage In William Shakespeare’S The Taming Of The Shrew, Rita Oliva Jan 2025

The Art Of Masking And Performing For The Perfect Marriage In William Shakespeare’S The Taming Of The Shrew, Rita Oliva

Dissertations and Theses

This thesis explores how William Shakespeare’s The Taming of the Shrew exaggerates the art of masking and performing as necessary social techniques for women surviving the patriarchal culture of Padua. Through close analysis of Katherine and Bianca Minola, both sisters adopt performative identities, the “shrew” and the “ideal woman,” that reflect, resist, and expose the restrictive gender norms governing female behavior, qualifications for marriage, and worth. While Bianca’s apparent passivity and rhetorical femininity promote her to manipulate societal expectations to her advantage, Katherine’s refusal to submit to the societal and cultural standards of Padua results in her categorization of a …


Cather, Silko, Hunt: Rethinking Prosperity Twentieth-Century Explorations Of Interiority, Materiality, And Transcendence, Aileen Montoya Jan 2025

Cather, Silko, Hunt: Rethinking Prosperity Twentieth-Century Explorations Of Interiority, Materiality, And Transcendence, Aileen Montoya

Dissertations and Theses

  • Interiority
  • Materiality
  • Transcendence
  • Prosperity
  • Modernism
  • Subjectivity
  • Narrative Identity
  • Spiritual Landscapes


Investigation Of Rna-Binding Protein Expression Changes In The Hippocampus Following Doxorubicin And Cyclophosphamide Treatment, Lijie Chen Jan 2025

Investigation Of Rna-Binding Protein Expression Changes In The Hippocampus Following Doxorubicin And Cyclophosphamide Treatment, Lijie Chen

Dissertations and Theses

This study investigated the molecular mechanisms underlying chemotherapy-induced cognitive impairment (CICI) following doxorubicin and cyclophosphamide treatment in a rat model, revealing three significant alterations in hippocampal tissue: selective downregulation of heterogeneous nuclear ribonucleoprotein A1 (hnRNPA1) (21% decrease, p=0.0298), compromised astrocytic network integrity evidenced by reduced GFAP-positive area in cornu ammonis 3 (CA3) (24%, pB=0.026) and dentate gyrus (DG) (19%, pB=0.027) regions, and elevated cellular senescence marker p19Arf specifically in DG (69%, pB=0.033) and CA3 (27%, pB=0.024). The inverse relationship between hnRNPA1 reduction and p19Arf elevation suggests a potential mechanistic link between RNA dysregulation and senescence induction, with pronounced vulnerability in …


Toxin-Like Proteins In The Venom Of Drosophila Parasitoids, Lady V. Cardenas Jan 2025

Toxin-Like Proteins In The Venom Of Drosophila Parasitoids, Lady V. Cardenas

Dissertations and Theses

The figitid parasitoid wasps of Drosophila are gaining importance in agriculture due to their ability to kill the resilient soft-fruit pest Drosophila suzukii. Their success and infection strategies vary, and the mechanisms underlying these differences are largely unknown. Some of their venom proteins have been shown to be important in suppressing host defense. Here, we report that Ganaspis brasiliensis, a parasitoid of D. suzukii survives well on Drosophila yakuba, a host species with a strong cellular immunity, and infected flies are unable to mount a strong immune response. To predict possible toxin-like proteins in Ganaspis venoms that might suppress cellular …


Automated Thermo-Mechanical Therapy For Immediate Relief In Chronic Non-Specific Lower Back Pain (Cnslbp): A Randomized Controlled Trial, Kyle V. Donnery Jan 2025

Automated Thermo-Mechanical Therapy For Immediate Relief In Chronic Non-Specific Lower Back Pain (Cnslbp): A Randomized Controlled Trial, Kyle V. Donnery

Dissertations and Theses

Objective: Chronic non-specific lower back pain (cNSLBP) is a prevalent and disabling condition, imposing a substantial socioeconomic burden due to high healthcare costs and productivity losses, with limited accessible and effective long-term treatment options. Automated Thermo-mechanical Therapy (ATT) is a promising, non-drug intervention that leverages innovative technical advances to provide multimodal pain relief, offering accessibility and low-cost delivery. This study tested ATT for immediate pain relief in individuals with cNSLBP in a single-session, double-blind, randomized controlled trial.

Methods: Forty participants with cNSLBP were randomly assigned to receive either active ATT (n=20) or control ATT (n=20) in a 40-minute session. The …


Alexander And The Influence Of Aretē, Alex Toupal Jan 2025

Alexander And The Influence Of Aretē, Alex Toupal

Dissertations and Theses

This thesis examines Alexander III of Macedon through the lens of aretē, the Greek ideal of excellence. Rather than viewing his ambition only as a longing (pothos) for exploration, it argues that Alexander’s drive is best understood as a competitive pursuit to embody and surpass the highest standards of his age. The study traces the development of aretē from its Homeric roots to Aristotle’s philosophical refinement, then situates Alexander’s actions within the cultural ideals of the Macedonian court and the wider Hellenic world. Using primary accounts and modern scholarship, it explores how Alexander measured himself against legendary and historical figures …


Multimodal Imaging Of Protein-Based Biomaterials For Delivering Chemo-Agent Cargo For Glioblastoma Treatment In A Murine Model, Orin Mishkit Jan 2025

Multimodal Imaging Of Protein-Based Biomaterials For Delivering Chemo-Agent Cargo For Glioblastoma Treatment In A Murine Model, Orin Mishkit

Dissertations and Theses

Protein-based self-assembling biomaterials, known as Thermo-Responsive Assembled Proteins (TRAP), present meaningful potential as drug delivery carriers. These materials enable the controlled, slow release of poorly soluble chemotherapeutic agents, such as doxorubicin (Dox), while potentially reducing systemic off-target effects. In collaboration with multiple NYU labs, this study evaluated the efficacy of two TRAP variants—TRAP and F-TRAP—as drug delivery carriers in a xenograft mouse model of glioblastoma multiforme (GBM).

The primary objective was to compare the effectiveness of TRAP-loaded Dox (TRAP-DOX) to free Dox in achieving tumor extravasation and accumulation, facilitating sustained drug release. We hypothesized that the leaky vasculature of GBM …


An Analysis Of The Russo-Ukrainian War, Daniel Braslavsky Jan 2025

An Analysis Of The Russo-Ukrainian War, Daniel Braslavsky

Dissertations and Theses

This thesis is a deep analysis of Russia’s aggression against and full-scale invasion of Ukraine, commonly referred to as the Russo-Ukrainian War. This is the largest conflict in Europe since WWII with devastating implications for Europe and the world. First it examines the root causes and political ideologies at play to understand why Vladimir Putin decided to launch his invasion in the first place. Then it puts together a chronological history of the war broken up into the post-Euromaidan period including the Russian annexation of Crimea and war in the Donbas (2014-22), and Russia’s full-scale invasion (2022-present). Next it reviews …


Adolescent Male Perspectives’ On Civic Engagement: A Pilot Study On Youth Conceptualization Of Citizenship And Social Participation In Southern Trinidad, Cherisse M S Bovell Jan 2025

Adolescent Male Perspectives’ On Civic Engagement: A Pilot Study On Youth Conceptualization Of Citizenship And Social Participation In Southern Trinidad, Cherisse M S Bovell

Dissertations and Theses

This pilot study examines the understanding of civic engagement among socio- economically disadvantaged adolescent males in the Anglophone Caribbean, a critically under- researched population. This inquiry is necessitated by acute observations of the structural inequalities embedded in Trinidad and Tobago’s merit-based education system and the resultant disparity in learning outcomes. This thesis project is part of a larger study, and focuses on chapters1-3. There is limited understanding of marginalised male youth political perspectives in the Caribbean region. Therefore, only assumptions can be made on the potential impacts of inadequate civic instruction on these individuals and their communities. To identify best …


A Study Exploring The Use Of Artificial Ligaments To Enhance The Human-Robot Interface Via Force Distribution Manipulation In Biomimetic Cuff Systems, Adifet Cejovic Jan 2025

A Study Exploring The Use Of Artificial Ligaments To Enhance The Human-Robot Interface Via Force Distribution Manipulation In Biomimetic Cuff Systems, Adifet Cejovic

Dissertations and Theses

Comfort is among the main priorities when designing a wearable assistive device that needs to be used for long sessions. There is a growing need for wearable systems that provide aid to patients with an injured knee. In addition, there has been an effort to incorporate cable-driven designs rather than rigid attachments. This change in design decreases the overall weight of the system and can allow the cable to adapt to a user’s change in gait patterns. This thesis investigates a cuff system centered around the knee and the design of a testing rig. This system incorporates elements from pre-existing …


The Impact And Influence Of Sexual Interpersonal Violence And Beliefs On Barriers In Help-Seeking For College Students, Caitlin N. Bedard Jan 2025

The Impact And Influence Of Sexual Interpersonal Violence And Beliefs On Barriers In Help-Seeking For College Students, Caitlin N. Bedard

Dissertations and Theses

Sexual interpersonal violence (SIPV) has significant negative impacts on college students yet there is frequent underuse of formal support resources. Consequently, understanding help-seeking for this population is vital. Current research has examined SIPV experiences, rape myth beliefs, and help-seeking barriers in isolation. However, understanding how these factors interact is crucial to understanding how to improve resources for survivors. The present study investigated the relationship among these three constructs in 89 college students who experienced unwanted sexual events after age 18. SIPV experiences, rape myth endorsement, and help-seeking barriers were all positively associated. Regression analysis revealed that four types of SIPV …


Adaptation Of The Biodent For Spherical Microindentation To Determine Elastic Modulus In Small Rodent Bones, Mixame E. Jerome Jan 2025

Adaptation Of The Biodent For Spherical Microindentation To Determine Elastic Modulus In Small Rodent Bones, Mixame E. Jerome

Dissertations and Theses

Mechanical and material properties of bone are essential for understanding both normal skeletal function and the progression of bone-related diseases. Microindentation has become a widely used method for evaluating tissue mechanical properties of bone, as it samples the contributions of microarchitecture and composition. Microindentation using a standard pointed tip inherently introduces both elastic and plastic deformation into the material. In contrast, indentation with a spherical tip can be operated entirely in the elastic range, providing for a non-damaging test that has significant advantages over sharp indentation techniques. Moreover, a key advantage of using spherical indentation lies in its operation under …


Explorations Of Dna-Single-Walled Carbon Nanotube Interactions To Develop Multiplexed Molecularly Specific Biosensors For Inflammation, Amelia K. Ryan Jan 2025

Explorations Of Dna-Single-Walled Carbon Nanotube Interactions To Develop Multiplexed Molecularly Specific Biosensors For Inflammation, Amelia K. Ryan

Dissertations and Theses

Inflammatory cytokines such as interleukin-6 (IL-6) and interleukin-12 (IL-12) are central regulators of immune signaling and key biomarkers of disease, yet existing assays for their detection remain slow, invasive, and lack multiplexing ability. This dissertation advances the development of single-walled carbon nanotube (SWCNT) optical nanosensors capable of real-time, multiplexed, and molecularly specific cytokine detection through innovative use of single-stranded DNA (ssDNA) interfaces.

First, an IL-6-specific DNA aptamer was employed as both a dispersing agent and recognition probe for SWCNT fluorescence sensing. Sequence modifications, including anchor domains, truncations, and thermally induced refolding, were systematically tested to optimize sensitivity and selectivity. The …


Advancing Electrical Stimulation: Full-Head Mri Segmentation For Abnormal Brain Anatomy With Tdcs, Andrew Birnbaum Jan 2025

Advancing Electrical Stimulation: Full-Head Mri Segmentation For Abnormal Brain Anatomy With Tdcs, Andrew Birnbaum

Dissertations and Theses

Evaluating the effectiveness of transcranial direct current stimulation (tDCS) is essential for guiding its integration into therapeutic and performance-enhancement applications. In our laboratory, we investigate the efficacy of tDCS across multiple experimental models, including both animal and human studies. I have contributed significantly to the execution and analysis of these experiments, which include studies in rats and healthy human participants aimed at evaluating whether electrical stimulation of the motor cortex can enhance motor learning. These studies assess improvements in fine motor performance resulting from tDCS. In stroke patients, I contribute to our investigation of tDCS as a rehabilitative intervention, particularly …


Wearable Disposable Elecetrotherapy, Mohamad Fallahrad Jan 2025

Wearable Disposable Elecetrotherapy, Mohamad Fallahrad

Dissertations and Theses

Non-invasive electrotherapies offer promising treatments for a wide range of conditions such as pain, headaches, depression, addiction, cognitive decline, wound healing, and drug delivery. However, patient compliance remains low due to the high initial cost, cumbersomeness and inconvenience of existing technology compared to pharmaceuticals. Current electrotherapy devices are often bulky and require users to connect disposable electrodes, initiate programs, and manage charging cycles, which hinders widespread adoption.

We address these challenges by designing and validating a novel electrotherapy platform that is single-use, disposable, low-cost, and wearable. Activated automatically upon skin contact, the device delivers a preset dose of controlled electrical …


An Environmental And Durability Study Of Bonded Structural Patch Repairs With Finite Element And Machine Learning Enabled Predictions, Yesim Kokner Jan 2025

An Environmental And Durability Study Of Bonded Structural Patch Repairs With Finite Element And Machine Learning Enabled Predictions, Yesim Kokner

Dissertations and Theses

Aircraft and vehicles experience substantial structural and aerodynamic stresses over their operational lifetimes. These stresses can cause damage or structural weakening, especially in aging military and civilian aircraft and vehicles. Depending on the severity of the damage, three options are available to alleviate the damage in these structures or parts: complete replacement of the aircraft or vehicle, replacement of the damaged part, or temporary repair of the damage.

The goal of this study is to evaluate damaged specimens repaired with an adhesively bonded patch subjected to quasi-static and fatigue loads under various environmental conditions. The patch repair technique is widely …


Development Of An Quadcopter Unmanned Aerial Vehicle For Atmospheric Remote Sensing, Omar J. Addasi Jan 2025

Development Of An Quadcopter Unmanned Aerial Vehicle For Atmospheric Remote Sensing, Omar J. Addasi

Dissertations and Theses

This paper explores the development of a quadcopter unmanned aerial vehicle (UAV, a.k.a. drone) for atmospheric remote sensing of temperature, pressure, humidity, and PM2.5 particulate matter quantities. A 3-D printed drone body is designed and flight tuning is performed. An optimal length for an upward extending mast for the drone body is determined. Low cost, lightweight sensors are compared against higher precision sensors in both static and dynamic conditions. In addition, an initial investigation into the design of a pressure sensor based anemometer is performed.


From Tpu To Qpu: Bridging Fidelity Gaps Across Next-Generation Computing Systems, Mohammad Walid M. Charrwi Jan 2025

From Tpu To Qpu: Bridging Fidelity Gaps Across Next-Generation Computing Systems, Mohammad Walid M. Charrwi

Dissertations and Theses

Modern computing systems continue to advance rapidly, enabling unprecedented computational capabilities across diverse domains. Among these powerful architectures are AI accelerators such as Tensor Processing Units (TPUs) and quantum computing systems utilizing Quantum Processing Units (QPUs) stand out as trans-formative technologies. Despite their potential, these systems share significant challenges related to hardware infidelity, manifested as error-induced degradation in computational accuracy and reliability. This thesis explicitly addresses cost-effective methods to screen-out defective AI accelerators across next-generation computing architectures and boost quantum circuit output fidelity through hierarchical circuit optimization using advanced machine learning methodologies.

This thesis first proposes a cost-effective testing methodology …


Renewable Energy Integration In Nyc Subway: Solar Panels (Under Railroads And At The Subway's Edge) & Vertical Axis Wind Turbines (Vawts) Near Tracks, Pengdwinde Olivier Saba Jan 2025

Renewable Energy Integration In Nyc Subway: Solar Panels (Under Railroads And At The Subway's Edge) & Vertical Axis Wind Turbines (Vawts) Near Tracks, Pengdwinde Olivier Saba

Dissertations and Theses

As urban populations continue to expand, the demands on public transit systems in densely populated regions like New York City are escalating. Multiple cities face the dual challenge of increasing ridership and the imperative to minimize their environmental footprints.According to Law 97 in NYC, the goal is to reduce emissions by 40% and to reach net zero by 2050. An innovative solution will need to be integrated into the NYC environment, such as the subway system, where there are a potential unuse space, building rooftop, since we know that spaces in New York City are very critical, such as these …


Design And Lab Implementation Of An Air Source Transcritical Co2 Heat Pump, Geoffrey Turbeville Jan 2025

Design And Lab Implementation Of An Air Source Transcritical Co2 Heat Pump, Geoffrey Turbeville

Dissertations and Theses

A laboratory-scale air-source transcritical CO2 heat pump (TCHP) was developed to evaluate the performance of low-global-warming-potential (GWP) refrigerants for cold climate applications. A custom climate chamber was also constructed to simulate winter weather conditions typical of the northeastern United States. Both the TCHP and the chamber were fully instrumented to collect temperature, pressure, and mass flow data, which were used to calculate the co- efficient of performance (COP) in accordance with ASHRAE standard refrigerant enthalpy methods. Prior to testing the CO2 system, the experimental setup was benchmarked using a commercially available R410A heat pump manufactured by LG.

The climate chamber …


A Novel Dual-Imaging Approach For Visualizing Multiphase And Droplet Interactions Including Shock-Driven Flows, Tad Jerzy Misztal Jan 2025

A Novel Dual-Imaging Approach For Visualizing Multiphase And Droplet Interactions Including Shock-Driven Flows, Tad Jerzy Misztal

Dissertations and Theses

Shock-droplet/particle interactions have garnered substantial interest in recent years, fueled by advancements in aerospace and defense technologies, including supersonic and hypersonic systems in highly humid conditions, as well as the ongoing space exploration efforts from global space centers as well as private space companies. Understanding the interactions between shockwaves and droplets that impact on solid surfaces is critical due to the potential to cause significant damage to materials and structures in high-speed flow environments. Studies like these have applications in areas ranging from aerospace engineering to blast mitigation systems, where these interactions play a pivotal role in designing the relevant …


Experimental Characterization Of Heat Transfer And Fluid Flow In Tcr Fuel Elements Under Varying Operational Conditions, El Mokhtar Majdoub Em Jan 2025

Experimental Characterization Of Heat Transfer And Fluid Flow In Tcr Fuel Elements Under Varying Operational Conditions, El Mokhtar Majdoub Em

Dissertations and Theses

ABSTRACT

The Transformational Challenge Reactor (TCR) marks a significant leap forward in nuclear reactor innovation, focusing on modular construction, high efficiency, and improved safety. This research explores the coupled behavior of heat transfer and fluid flow within the TCR's 3D-printed ceramic core under varying operational conditions. Nitrogen was utilized as the cooling medium, with experiments carried out at pressures ranging from 300 to 600 psi and temperatures spanning 100°C to 300°C. Critical parameters, including inlet and outlet gas temperatures, wall temperatures at both ends of the core, and coolant flow rates were monitored to evaluate thermal performance and system reliability. …


Virtual Environment Creation And Camera Calibration For Soft Target Identification And Assistance In Crowded Spaces With A Sensor Network And A Robotic Dog, Eltan Samoylov Jan 2025

Virtual Environment Creation And Camera Calibration For Soft Target Identification And Assistance In Crowded Spaces With A Sensor Network And A Robotic Dog, Eltan Samoylov

Dissertations and Theses

Crowded places are increasingly targets of violence due to the increased accessibility and covertness of weapons, explosives, and other technology like drones. Addressing the challenges of protecting crowded places and assisting vulnerable individuals requires a multidisciplinary approach, taking inspiration from many different perspectives. Video surveillance of these crowded public facilities, such as train and bus stations, airports, shopping malls, and sports arenas, is very important to public safety, both for identifying threats/terrorist attacks and implementing evacuation plans.

The work of this thesis is part of a larger project aiming to explore the potential of using real-time computer vision and deep …


Cfd Modeling And Simulation Of Natural Circulation In Helium- Cooled Very High Temperature Reactors, Mohammad Sakib U. Abrar Jan 2025

Cfd Modeling And Simulation Of Natural Circulation In Helium- Cooled Very High Temperature Reactors, Mohammad Sakib U. Abrar

Dissertations and Theses

This thesis investigates the thermal-hydraulic behavior of natural circulation in helium-cooled Very High Temperature Reactor (VHTR) systems, focusing on the performance and validation of passive safety features under Pressurized or Depressurized Loss of Forced Cooling (P-LOFC or D-LOFC) events. An experimental facility inspired by the General Atomics 350 MWt Modular High Temperature Gas-Cooled Reactor (MHTGR) was developed at The City College of New York. The setup consists of a plenum-to-plenum flow loop with four riser and four downcomer tubes, each equipped with heating coils, thermocouples, and pressure sensors. Natural circulation is driven by density gradients induced by asymmetric heating of …


Classification Of Variable Stars Using Convolutional Neural Network, Abhina Premachandran Bindu Jan 2025

Classification Of Variable Stars Using Convolutional Neural Network, Abhina Premachandran Bindu

Dissertations and Theses

This research focuses on developing Convolutional Neural Networks (CNNs), for the process of classifying and identifying variable stars through the analysis of unprocessed light curves from Transiting Exoplanet Survey Satellite (TESS). As astronomical data is becoming increasingly complex, and as advanced missions deploy sophisticated instruments for data collection, both the quality and quantity of the data are improving at a rapid pace. This has created an urgent need to automate the analysis process using efficient and effective methods, such as those based on machine learning. While previous research has explored machine learning approaches, there has been limited focus on implementing …