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The Environmental Cost Of Intelligence: Regulating The Climate Impact Of Artificial Intelligence, Emilee Calvin Jan 2025

The Environmental Cost Of Intelligence: Regulating The Climate Impact Of Artificial Intelligence, Emilee Calvin

Colorado Environmental Law Journal

No abstract provided.


Leveraging Transformer-Based Ocr Model With Generative Data Augmentation For Engineering Document Recognition, Wael Khallouli, Mohammad Shahab Uddin, Andres Sousa-Poza, Jiang Li, Samuel Kovacic Jan 2025

Leveraging Transformer-Based Ocr Model With Generative Data Augmentation For Engineering Document Recognition, Wael Khallouli, Mohammad Shahab Uddin, Andres Sousa-Poza, Jiang Li, Samuel Kovacic

Engineering Management & Systems Engineering Faculty Publications

The long-standing practice of document-based engineering has resulted in the accumulation of a large number of engineering documents across various industries. Engineering documents, such as 2D drawings, continue to play a significant role in exchanging information and sharing knowledge across multiple engineering processes. However, these documents are often stored in non-digitized formats, such as paper and portable document format (PDF) files, making automation difficult. As digital engineering transforms processes in many industries, digitizing engineering documents presents a crucial challenge that requires advanced methods. This research addresses the problem of automatically extracting textual content from non-digitized legacy engineering documents. We introduced …


Discovery Of Plant Secondary Metabolism Through Computational And Synthetic Biology Technologies, Shenqi Wang Jan 2025

Discovery Of Plant Secondary Metabolism Through Computational And Synthetic Biology Technologies, Shenqi Wang

Yale Graduate School of Arts and Sciences Dissertations

Plants have evolved to produce a myriad of secondary metabolites, which have been a rich source of small molecules with numerous applications in modern medicine. However, many therapeutic small molecules still rely on plant sources for their production and confront various challenges such as low purification efficiency, slow growth of plants, and the scarcity of species. Advances in synthetic biology have created alternative opportunities to overcome these challenges by producing valuable plant natural products through heterologous expression of the biosynthetic pathways in microorganisms. However, the biosynthetic pathways of many plant natural products remain poorly understood due to inaccurate gene annotations …


Programmable Scanning Diffuse Speckle Contrast Imaging Of Cerebral Blood Flow, Faezeh Akbari, Xuhui Liu, Fatemeh Hamedi, Mehrana Mohtasebi, Li Chen, Lei Chen, Guoqiang Yu Jan 2025

Programmable Scanning Diffuse Speckle Contrast Imaging Of Cerebral Blood Flow, Faezeh Akbari, Xuhui Liu, Fatemeh Hamedi, Mehrana Mohtasebi, Li Chen, Lei Chen, Guoqiang Yu

Physiology Faculty Publications

Significance: Cerebral blood flow (CBF) imaging is crucial for diagnosing cerebrovascular diseases. However, existing large neuroimaging techniques with high cost, low sampling rate, and poor mobility make them unsuitable for continuous and longitudinal CBF monitoring at the bedside. Aim: We aimed to develop a low-cost, portable, programmable scanning diffuse speckle contrast imaging (PS-DSCI) technology for fast, high-density, and depth-sensitive imaging of CBF in rodents. Approach: The PS-DSCI employed a programmable digital micromirror device (DMD) for remote line-shaped laser (785 nm) scanning on tissue surface and synchronized a 2D camera for capturing boundary diffuse laser speckle contrasts. New algorithms were developed …


Alternate Quantification Approaches For Cold-Induced Vasodilation In Human Glabrous Skin, J. A. Stout, D. E. Gerow, P. C. Clegg, K. Metzler-Wilson, T. E. Wilson Jan 2025

Alternate Quantification Approaches For Cold-Induced Vasodilation In Human Glabrous Skin, J. A. Stout, D. E. Gerow, P. C. Clegg, K. Metzler-Wilson, T. E. Wilson

Physiology Faculty Publications

Introduction: Cold-induced vasodilation (CIVD) is a counterintuitive focal increase in glabrous skin blood flow during cold exposure with unclear local and neural mechanisms. Methods: We tested 12 (8 men, 4 women) healthy subjects’ laser-Doppler flux (LDF; just proximal to the nailbed) and arterial blood pressure (ABP) on a beat-by-beat basis. The experimental hand was exposed to warm (10 min 35°C) and then cold (30 min 8°C) water immersion and the contralateral control hand experienced 22°C–23°C air throughout. We analyzed beat-by-beat oscillations in LDF and ABP via a fast-Fourier transform (FFT) and transfer function analysis (TFA) of LDF to ABP. Results: …


To Be Loved Is To Be Seen: Gazing As A Form Of Interpretation In The Turn Of The Screw, Yasmin Mezayek Jan 2025

To Be Loved Is To Be Seen: Gazing As A Form Of Interpretation In The Turn Of The Screw, Yasmin Mezayek

Theses and Dissertations

The heated discourse that would follow Henry James’s novella “The Turn of the Screw” centered on whether the ghosts were real or not. With Shoshana Felman’s groundbreaking article “Turning the Screw of Interpretation” a new-found focus on the ambiguities, as opposed to finding a singular, definitive meaning of the novella would usurp the Freudian and anti-Freudian arguments. With the governess’s sight being the main source of debate, reading the novella through the Lacanian lens of the Gaze, the Imaginary, and the Symbolic offer unprecedented explanations and arguments for the governess’s behavior. Given the contemporary shift to discussing the ambiguities of …


Lights, Camera, Action: A Student's Perspective On Reimagining Film Production Opportunities, Ma'lon I. Lane Jan 2025

Lights, Camera, Action: A Student's Perspective On Reimagining Film Production Opportunities, Ma'lon I. Lane

Theses and Dissertations

The pursuit of a crew job in the film industry is a multifaceted endeavor, offering various pathways that cater to diverse aspirations and circumstances. Central to this exploration is the question of whether attending a university and obtaining a degree in film is essential for success. I was determined to answer the following: What is the likelihood that a higher education in Film Production leads to more efficient job acquisition in the film industry? The project is considered narrative, originating from the personal quality of the research questions. I used my resources to gather qualitative data through interviews of film …


Online Parameter Adaptation Of Lqr Controllers Via Rls For Prosthetic Joint Control: Experimental Validation On A Quanser Qube-Servo 2 Platform, Cynthia Lopez-Jordan Jan 2025

Online Parameter Adaptation Of Lqr Controllers Via Rls For Prosthetic Joint Control: Experimental Validation On A Quanser Qube-Servo 2 Platform, Cynthia Lopez-Jordan

Theses and Dissertations

This thesis develops and experimentally validates an online adaptive Linear Quadratic Regulator (LQR) control method for prosthetic joint systems using Recursive Least Squares (RLS)-based real-time parameter estimation on the Quanser QUBE-Servo 2 platform. Traditional LQR controllers assume a fxed system model, which limits adaptability and results in reduced tracking accuracy, poor robustness, and loss of optimal performance when applied to dynamically changing prosthetic joints, infuenced by load variations, user gait changes, and mechanical wear. Limited experimental validation exists for combining RLS with online LQR adaptation in prosthetic-like systems.

To address these limitations, an RLS-driven Adaptive LQR framework was implemented to …


Estrogen Receptor-Mediated Effects Of Resveratrol On Muscle Function, David Ayi-Bonte Jan 2025

Estrogen Receptor-Mediated Effects Of Resveratrol On Muscle Function, David Ayi-Bonte

Open Access Master's Theses

Artemis missions are set to send the next man and the first woman back to the moon and enable long-term missions on the lunar surface. However, exposure to lunar gravity has significant physiological effects characterized by loss of muscle mass, weakness and decreased bone density. Nutraceutical countermeasures such as Resveratrol (RSV), a naturally occurring polyphenol, have been identified as promising strategies to preserve musculoskeletal health; however, its pleiotropic effect hinders our ability to identify the primary cellular pathways through which it delivers its benefits. Furthermore, its efficacy in simulated lunar gravity is unknown. Based on the benefits observed with RSV …


Design And Control Of A Stroke Therapy Device, Hugh Elliott Jan 2025

Design And Control Of A Stroke Therapy Device, Hugh Elliott

Open Access Master's Theses

Stroke is a leading cause of physical disability around the world, and the likelihood of stroke increases as people live longer. The current number of physiotherapists is insufficient to meet the increasing demand for their services. As a result, there has been a focus on developing robotic devices that function similarly to traditional therapy, enabling multiple patients to be seen simultaneously. While many devices have been created and tested, most are expensive, complex, and require trained personnel for supervision, thereby limiting their outreach. This thesis presents the design and control of a low-cost stroke therapy device designed to promote upper …


“Democracy,” Usa, Marc Edelman Jan 2025

“Democracy,” Usa, Marc Edelman

Publications and Research

What does it mean to be an effective citizen in a democracy? Answering this question requires unpacking “democracy” and an analysis of institutions that systematically disempower and alienate citizens. This paper briefly examines the contributions of psychoanalysis to understanding democracy and authoritarianism. It scrutinizes U.S. governance institutions and points to democratic deficits and backsliding present even before Trump 1.0 and 2.0. These range from the Electoral College, the Senate, and the Supreme Court to the Federal Communications Commission. All contributed to institutionalizing minority rule and elite capture. Governance institutions failed to deliver what the American people tell opinion pollsters they …


Toward A Combine-Style Approach To Predicting Future Esports Success, Nicholas David Bowman, Kevin Sweeney, Aaron R. Seitz, C. Shawn Green Jan 2025

Toward A Combine-Style Approach To Predicting Future Esports Success, Nicholas David Bowman, Kevin Sweeney, Aaron R. Seitz, C. Shawn Green

Media Studies - Open-Access Faculty Scholarship

Historically, there has been a great deal of interest in using basicmeasures of individual difference factors to predict future success in traditional sports. For instance, the National Football League (NFL) holds a scouting combine each year prior to the NFL draft during which a host of attributes about players are measured, from basic height and weight, to sprint speed, to jumping capacity, to strength. Even among an already highly selected group of individuals (i.e., individuals skilled enough to even be considered for the NFL), such measures have been seen to have some degree of utility in predicting future performance. The …


Themed Experience & Attractions Academic Symposium 2025 Proceedings, Themed Experience & Attractions Academic Society Jan 2025

Themed Experience & Attractions Academic Symposium 2025 Proceedings, Themed Experience & Attractions Academic Society

Proceedings of the Annual Themed Experience & Attractions Academic Symposium

No abstract provided.


The Goddard Rocket Researches: A Photographic Record, Esther C. Goddard Jan 2025

The Goddard Rocket Researches: A Photographic Record, Esther C. Goddard

The Goddard Rocket Researches: A Photographic Record [Photo Album]

This page contains a pdf scan of 'The Goddard Rocket Researches: A Photographic Record' in its entirety. The individual photographs and their descriptions can be seen here.

'The Goddard Rocket Researches: A Photographic Record' is an annotated photo album covering Robert H. Goddard's work and experimentation with rocketry. It was assembled and curated by Esther Goddard sometime after her husband's passing in 1945.

The vast majority of these photographs were taken by Esther herself. Esther was an avid camerawoman and photographer, and during Robert's lifetime she meticulously documented his life's work in rocketry--from experiments and instruments to processes and …


Improved Performance Of Catalysts Containing Pt, Pt-Sn, And V In The Dehydrogenation Of N-Butane By Radio-Frequency Induction Heating, Cameron L. Roman, Jonathan Lucas, James A. Dorman, Kerry M. Dooley Jan 2025

Improved Performance Of Catalysts Containing Pt, Pt-Sn, And V In The Dehydrogenation Of N-Butane By Radio-Frequency Induction Heating, Cameron L. Roman, Jonathan Lucas, James A. Dorman, Kerry M. Dooley

Faculty Publications

Due to an abundance of shale gas, manufacturers are interested in meeting increased demands for alkenes, especially n-alkenes, by the dehydrogenation of light alkanes. While the catalysts for these reactions have been studied for many years, alkene selectivity and deactivation remain challenging problems. This work addresses these problems by the substitution of a localized indirect heating method (radio-frequency induction heating, RF-IH) for more traditional process heating employing steam or burners (e.g., natural gas combustion). RF-IH has been applied to the dehydrogenation of n-butane to C4 alkenes by utilizing magnetically susceptible catalysts based on Fe/Fe3O4 susceptors. Magnetic core-shell catalysts with either …


Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman Jan 2025

Mercury Concentrations, Health, And Marine Food Consumption Across Four Eastern Caribbean Populations: Insights From A Novel Community-Based Study, Russell Fielding, Catherine Brown, Jessica Dutton, Martin S. Forde, Heather Harewood, Lisa Hunt, Catherine Macdonald, Cameron Mewhirter, Vincent Reid, Madison Smith, Holly Taylor, Katelyn Zimmerman

Gulf and Caribbean Research

Mercury (Hg), as an environmental pollutant, can have harmful effects on human health. A common way that people are exposed to Hg is through seafood consumption. This project was designed to investigate Hg exposure through seafood consumption and its health effects among adults in 4 Caribbean countries: Barbados (n = 117), Grenada (n = 90), St. Lucia (n = 126), and St. Vincent & the Grenadines (n = 77). We applied a novel, community—based method, which involved recruiting and paying local barbers and hairstylists to collect hair samples from their clients who consented to join the project as participants. Participants …


Bridging Digital Literacy Gaps With Ai-Driven Semantic Search Technologies, Bin Hu, Hong Xie, Ifrah Malik, Noman Sohail, Qiyang Chen, Razaz Waheeb Attar Jan 2025

Bridging Digital Literacy Gaps With Ai-Driven Semantic Search Technologies, Bin Hu, Hong Xie, Ifrah Malik, Noman Sohail, Qiyang Chen, Razaz Waheeb Attar

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

This study examined how digital literacy influences user interactions with artificial intelligence–driven semantic search engines compared with traditional keyword-based search systems. The authors assessed whether an artificial intelligence–driven search enhances efficiency, query quality, and user satisfaction across varying digital literacy levels, in particular complex information retrieval tasks. Sixty participants, categorized into three digital literacy groups (beginner, intermediate, and advanced) on the basis of the European Commission’s Digital Competence Framework, completed six search tasks (three simple, three complex) using both traditional and artificial intelligence–driven search engines. Performance was measured by task completion time, query quality, and user satisfaction. Statistical analyses (analysis …


Toward Sustainable Innovation: Digital Transformation With Ai Strategy, Yoshimasa Masuda, Taishi Sassano, Rashmi Jain Jan 2025

Toward Sustainable Innovation: Digital Transformation With Ai Strategy, Yoshimasa Masuda, Taishi Sassano, Rashmi Jain

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

Sustainable innovation is one of most crucial and important elements for digital transformation in the alignment with artificial intelligence (AI) strategies these days. In this paper, the pathways of digital transformation with several case studies are explained and analyzed. On the basis of case studies with digital transformation and innovation, the AIDAF for promoting sustainable innovation is evaluated with efficient pathways of digital transformation and proposed for the near future.


Rheological Characterization And Printability Of Sodium Alginate–Gelatin Hydrogel For 3d Cultures And Bioprinting, Mohan Kumar Dey, Ram V. Devireddy Jan 2025

Rheological Characterization And Printability Of Sodium Alginate–Gelatin Hydrogel For 3d Cultures And Bioprinting, Mohan Kumar Dey, Ram V. Devireddy

Faculty Publications

The development of biocompatible hydrogels for 3D bioprinting is essential for creating functional tissue models and advancing preclinical drug testing. This study investigates the formulation, printability, mechanical properties, and biocompatibility of a novel Alg-Gel hydrogel blend (alginate and gelatin) for use in extrusion-based 3D bioprinting. A range of hydrogel compositions were evaluated for their rheological behavior, including shear-thinning properties, storage modulus, and compressive modulus, which are crucial for maintaining structural integrity during printing and supporting cell viability. The printability assessment of the 7% alginate–8% gelatin hydrogel demonstrated that the 27T tapered needle achieved the highest normalized Printability Index (POInormalized = …


Poromechanical Solution For One-Dimensional Large Strain Consolidation Of Modified Cam-Clay Soil, Sheng Li Chen, Hai Sui Yu, Younane N. Abousleiman, Christopher E. Kees Jan 2025

Poromechanical Solution For One-Dimensional Large Strain Consolidation Of Modified Cam-Clay Soil, Sheng Li Chen, Hai Sui Yu, Younane N. Abousleiman, Christopher E. Kees

Faculty Publications

A theoretical model describing the one-dimensional large strain consolidation of the modified Cam-Clay soil is presented in this paper. The model is based on the Lagrangian formulation and is capable of featuring the variability of soil compressibility (inherently due to the direct incorporation of the specific Cam-Clay plasticity model) and permeability, as well as the impact of the overconsolidation ratio (OCR). The derivation starts from the establishment of the incremental stress–strain relations for both purely elastic and elastoplastic deformations under one-dimensional compression conditions, and thereafter the coefficients of compressibility/volume change that are essential to the consolidation analysis. The governing partial …


A Conversation On Feminist Digital Humanities, Jessica Frazier, Tamar Carroll, Shweta Sachdeva Jha, Leandra Zarnow Jan 2025

A Conversation On Feminist Digital Humanities, Jessica Frazier, Tamar Carroll, Shweta Sachdeva Jha, Leandra Zarnow

Journal of Feminist Scholarship

The forum below came into being out of a curiosity to learn more about feminist scholars’ creation and use of digital humanities projects, platforms, and media to forward their research and teaching. Participants discussed the possibilities and perils of feminist digital humanities projects as they shared their unique experiences and perspectives. Larger trends in the conception, design, and operation of feminist digital humanities are visible in the conversation that follows—notably all three participants expressed a desire to work with digital media as a means of producing and sharing feminist knowledge and resistance narratives with broader audiences.


Death And Inheritance: How Meanings Of Money Are Drawn From Everyday Life, Kendall Coney Jan 2025

Death And Inheritance: How Meanings Of Money Are Drawn From Everyday Life, Kendall Coney

Sociology Honors Projects

Probate is a legal process to distribute a deceased person’s assets involving a personal representative who administers the estate on behalf of the deceased. It is uniquely situated in the intersection of a procedurally exhaustive process and the deeply emotional experience of losing a loved one, where legal procedures are imposed on relational contexts. I draw on in-depth interviews with personal representatives from four counties in Minnesota to expose the dissimilar way personal representatives understand the meaning of inheritance money, which in turn influenced how they understood and navigated the probate process. The lack of a clear pattern found in …


Seeing Women Who Fit: Girls’ Forecasted Fit In Stem Fosters Career Interest, Emily N. Cyr, Steven J. Spencer, Stephen C. Wright, Jennifer R. Steele, Kathryn M. Kroeper, Patricia Colaco, Tara C. Dennehy, Priscilla Lok-Chee Shum, Taylor Ballinger, Haemi Nam, Stephanie L. Reeves, Mary Wells, Toni Schmader, Hilary B. Bergsieker Jan 2025

Seeing Women Who Fit: Girls’ Forecasted Fit In Stem Fosters Career Interest, Emily N. Cyr, Steven J. Spencer, Stephen C. Wright, Jennifer R. Steele, Kathryn M. Kroeper, Patricia Colaco, Tara C. Dennehy, Priscilla Lok-Chee Shum, Taylor Ballinger, Haemi Nam, Stephanie L. Reeves, Mary Wells, Toni Schmader, Hilary B. Bergsieker

Psychology Faculty Publications

Girls often express less interest in STEM (science, technology, engineering, mathematics) education and careers than boys, despite having comparable aptitude. We randomly assigned 242 girls (Mdnage = 12 years; 38% East Asian; 37% White) at Canadian STEM camps to control conversations about generic camp experiences, or intervention conversations where STEM role models discussed how STEM education and careers align with each girl’s most important value and emphasized the social community inside and outside of STEM. Key measures were collected at baseline, and several days after the intervention (or control). Girls’ current STEM fit did not differ by condition, …


The Classic, Winter 2025, Public Relations Jan 2025

The Classic, Winter 2025, Public Relations

The Classic, 2020-present

Zwemer View: The Legacy of Standout Leaders; Around the Green: Enrollment Goals Shattered; A New Colenbrander; New Corner, New Chapter; A Fresh Name, a Timeless Legacy; On Call; Agape Anthem; Program Evaluator; Perfect PA Pass Rate; Lux Circle; Ideas for Impact; Tanya Vaas: Making Campus Feel Like Home; End Of An Era: Five Retire from NWC; Summer in the Lab; Giving to Northwestern College in 2024-25; In High Demand; Faith at Work: NWC Earns "Best" Again: Classier Classrooms, Team Builder, Servant-Leader, Faithful Historian, Thoughtful Teacher; Among the Region's Best; Standout Alumni; Stimulating Simulators; Endowed Appointment; New Academic Pathways; Best in …


Lunar Refueling: Legal Issues And Suggested Solutions, Francesca Giannoni-Crystal Jan 2025

Lunar Refueling: Legal Issues And Suggested Solutions, Francesca Giannoni-Crystal

Journal of Law and Mobility

The establishment of settlements and economic activities on the Moon is expected to occur in the near future, positioning the Moon as a critical hub for continued exploration of the Solar System. Central to this development is the creation of a lunar refueling industry, which will play a pivotal role in supporting lunar activities and fostering further exploration.

Lunar refueling, which includes extracting local resources like lunar ice water to obtain hydrogen, offers key benefits, such as reducing the need for resupply missions from Earth, lowering launch costs, extending mission capabilities, and enabling launches from the Moon, which are more …


Development Of A Spss-Based Prediction Model To Evaluate ‎Volatile Organic Compounds During Trenchless Cured-In-Place Pipe Method, Salar Bavili Nezhad Jan 2025

Development Of A Spss-Based Prediction Model To Evaluate ‎Volatile Organic Compounds During Trenchless Cured-In-Place Pipe Method, Salar Bavili Nezhad

Civil Engineering Dissertations - Archive

The Cured-in-Place Pipe (CIPP) method is a widely implemented trenchless technology for the rehabilitation of deteriorated pipelines, offering benefits such as cost-effectiveness and reduced surface disruption. However, the CIPP installation process, particularly during curing, raises concerns over the emission of Volatile Organic Compounds (VOCs), which can adversely impact worker safety, public health, and environmental standards. This dissertation aims to address these concerns by evaluating VOC emissions during CIPP installations and developing a predictive model to guide emission management practices.

A comprehensive field study was conducted, collecting air samples from 15 pipeline rehabilitation sites that utilized different site-specific conditions using non-Styrene …


Risk-Averse And Multi-Objective Decision-Making Models For Rehabilitating Water Pipeline Networks Subjected To Earthquakes, Sumaya Sharveen Jan 2025

Risk-Averse And Multi-Objective Decision-Making Models For Rehabilitating Water Pipeline Networks Subjected To Earthquakes, Sumaya Sharveen

Civil Engineering Dissertations - Archive

Water distribution networks (WDNs) are critical infrastructure systems that are highly vulnerable to seismic hazards. Utility managers are often required to make proactive rehabilitation decisions under uncertainty, constrained by limited resources. However, existing seismic rehabilitation decision-making models typically ignore the influence of risk preferences, assume cooperation among conflicting objectives, and lack flexibility in addressing the diverse needs of utilities. This research aims to develop comprehensive risk-averse and multi-objective decision-making models to identify critical pipelines for proactive seismic rehabilitation in WDNs. Three distinct models are proposed to support utility decision-making across different planning contexts. First, a single-objective risk-averse simulated annealing (RSA) …


Enhancing Operational Efficiency Of Paratransit Services Using Predictive Models, Troyee Saha Jan 2025

Enhancing Operational Efficiency Of Paratransit Services Using Predictive Models, Troyee Saha

Civil Engineering Dissertations - Archive

Paratransit services play a vital role in supporting the mobility of older adults and individuals with disabilities, yet they experienced major disruptions during the COVID-19 pandemic and continue to face ongoing operational issues such as trip cancellations. This dissertation explores these challenges through three distinct analyses using data from Arlington, TX. The first chapter investigates how COVID-19-related factors (policies, cases, and vaccination) and socio-demographics influenced paratransit usage from 2019 to 2021. Applying SARIMAX and Poisson regression models, the study finds a substantial drop in ridership—41% in 2020—and a shift toward essential medical travel. It also reveals that restrictive policies, such …


Development Of Supervised Machine Learning-Based Life-Cycle Cost Estimation And Prediction Models For Comparative Sewer System Rehabilitation Using Open-Cut And Trenchless Cured-In-Place Pipe Methods, Gayatri R. Thakre Jan 2025

Development Of Supervised Machine Learning-Based Life-Cycle Cost Estimation And Prediction Models For Comparative Sewer System Rehabilitation Using Open-Cut And Trenchless Cured-In-Place Pipe Methods, Gayatri R. Thakre

Civil Engineering Dissertations - Archive

Aging wastewater infrastructure in the United States demands renewal strategies that balance cost-effectiveness, sustainability, and minimal social disruption. Conventional open-cut pipeline installation (OCPI) involves extensive excavation and restoration, whereas trenchless alternatives such as Cured-in-Place Pipe (CIPP) Renewal Technology offer reduced surface disturbance and environmental impacts. However, existing studies primarily focus on Construction Costs (CC), neglecting integrated life-cycle evaluations that also account for Environmental Costs (EC) and Social Costs (SC).

The primary objectives of this research are to develop supervised machine-learning (ML) models to estimate and predict CC in 2025 US dollars (USD) per linear foot of OCPI and CIPP Renewal …


Development Of A Drone-Assisted Pavement Management Framework Based On The Pavement Condition Index For University Parking Lots, Omesh Pasuluru Jan 2025

Development Of A Drone-Assisted Pavement Management Framework Based On The Pavement Condition Index For University Parking Lots, Omesh Pasuluru

Civil Engineering Theses - Archive

Efficient pavement management is essential for keeping university parking lots in good condition. At the University of Texas at Arlington, parking areas experience heavy use and environmental wear, which can cause damage if not addressed early. Traditional methods for assessing pavement conditions are time-consuming, interrupt daily activities, and are expensive. Hence, there is a need for better solutions. This study introduces a drone-based pavement management approach that uses the Pavement Condition Index (PCI) system. The PCI is a numerical scale from 0 to 100 that rates pavement quality based on surface condition. A high PCI score (85-100) indicates the pavement …