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Analysis Of Flexural Bearin G Ca Pacity Of Concrete Box Girders Reinforced With, Cfrp Mesh End Anchorshu Guihua Aug 2025

Analysis Of Flexural Bearin G Ca Pacity Of Concrete Box Girders Reinforced With, Cfrp Mesh End Anchorshu Guihua

Journal of China & Foreign Highway

Carb on fiber reinforced polymer (CFRP ) composite s have significant advantages in the reinforcement of concrete structures.It is worth systematically studying the effect and mechanism of applying this material in embedded end-anchored reinforcement of concrete box girders on improving the load-bearing capacity of the component.Based on the Abaqus finite element analysis (FEA ) platform,two numerical analysis models considering slip contact and full bonding contact between CFRP mesh and polymer mortar were established.A full-scale concrete box girder model test was conducted for validation.The results show that the FEA results are in good agreement with the experimental results.The FEA model that …


Wind Tunnel Test On Wind-Resistant Performance Of Suspended Monorail Cable-Stayed Bridge, Chen Yujiang Aug 2025

Wind Tunnel Test On Wind-Resistant Performance Of Suspended Monorail Cable-Stayed Bridge, Chen Yujiang

Journal of China & Foreign Highway

To investigate the wind-induced vibration of a suspended monorail bridge,a full-bridge aeroelastic model at a 1∶40 scale was designed and fabricated according to the geometrical parameters and dynamic characteristics of the real bridge.Wind tunnel tests on the bridge in both the completed state and the maximum cantilever state were conducted under different conditions,including uniform flow and turbulent flow,yaw angles of ± 45°,±30°,±15°,and 0°,and wind attack angles of ‒ 3°,0°,and + 3°.Both vertical and torsional displacements of the structure under different wind speeds were measured.The test results show that the vertical displacements and torsional responses of the cable-stayed bridge increase when …


Research On Autonomous Deviation Correction Of Tunnel Boring Machines And Parameters Based On Machine Learning, Zhang Jun, Li Maopeng Aug 2025

Research On Autonomous Deviation Correction Of Tunnel Boring Machines And Parameters Based On Machine Learning, Zhang Jun, Li Maopeng

Journal of China & Foreign Highway

In order to solve the problem of realizing the autonomous deviation correction of tunnel boring machines (TBMs ), a TBM deviation correction control method that integrated the random forest (RF) algorithm with the genetic algorithm (GA) was proposed based on actual engineering data.The method combined a prediction model with an optimization model,using target deviation values as input to invert and output the required TBM deviation correction parameter values,thereby further improving the automation level of TBM deviation correction.By comparing it with the actual data,the feasibility of the model was verified.The results show that the RF algorithm-based prediction model achieves an R2 …


Study On Mechanical Effect Of Backfill Construction In Orthogonal Underpass Section Of An Open-Cut Interchange Tunnel, Li Qingda, Li Dexing, Yu Tingshun, Han Xi, Liu Jiansong Aug 2025

Study On Mechanical Effect Of Backfill Construction In Orthogonal Underpass Section Of An Open-Cut Interchange Tunnel, Li Qingda, Li Dexing, Yu Tingshun, Han Xi, Liu Jiansong

Journal of China & Foreign Highway

This study investigated the mechanical effects of backfill construction in the orthogonal underpass section of a full-section complex open-cut interchange tunnel.The research was based on the small-clear-distance interchange tunnel project at the extension section of Jinzhou Avenue and Xingguang Avenue in Chongqing.A combined approach of numerical simulation and on-site in-situ test measurement was adopted to analyze the influence of different backfill materials,tunnel cross-section types,and complex construction procedures on the mechanical behavior of the underpass tunnel.The mechanical effects of backfill construction in the orthogonal underpass section were determined.The following findings are revealed:During the backfill construction process,the displacement and internal force of …


Research On Automatic Review Method Of Highway Bim Based On Knowledge Graph, Wang Wuyu, Shao Kebo, Zhang Feng Aug 2025

Research On Automatic Review Method Of Highway Bim Based On Knowledge Graph, Wang Wuyu, Shao Kebo, Zhang Feng

Journal of China & Foreign Highway

Building information modeling (BIM ),characterized by multi-dimensional modeling and multi-source data integration,is becoming a key technology to promote the innovation and digital transformation of the highway design industry.Taking BIM as the design deliverable is an inevitable trend in the future development of highway engineering design.However,the current highway BIM review is mainly conducted manually,which brings about problems such as low efficiency,susceptibility to errors,and high subjectivity.This makes it difficult to adapt to the review requirements of the three-dimensional (3D) digital design mode.To this end,this study proposed an automatic review method of highway BIM based on a knowledge graph.By constructing the knowledge graph …


Research On Multi-Classification Prediction Of Traffic Accident Severity On Mountainous Expressways, Wang Hao, Yan Jie, Guo Jianmin, Zhang Yu, Sun Chengji Aug 2025

Research On Multi-Classification Prediction Of Traffic Accident Severity On Mountainous Expressways, Wang Hao, Yan Jie, Guo Jianmin, Zhang Yu, Sun Chengji

Journal of China & Foreign Highway

To enhance the safety level of mountainous expressways and establish an accurate and effective prediction model for traffic accident severity,this study analyzed 2 484 traffic accidents on mountainous expressways in Chongqing from 2010 to 2016.A total of 17 influencing factors were selected from four aspects:human,vehicle,road,and environment,to serve as explanatory variables.Partial proportional odds model,random forest algorithm,and XGBoost algorithm were used to construct multi-class prediction models for traffic accident severity.The model performance was evaluated using the confusion matrix,accuracy,and minority class recall rate.The results show that the XGBoost model achieves the highest prediction accuracy in multi-class prediction of traffic accident severity on mountainous …


Research On Prefabrication Scheme Of Concrete Barrier Based On Anchorage In Cast-In-Situ Layer, Liang Xiaochong, Kang Hanjing, Luo Yongchuan, Wen Zhiquan, Deng Bao Aug 2025

Research On Prefabrication Scheme Of Concrete Barrier Based On Anchorage In Cast-In-Situ Layer, Liang Xiaochong, Kang Hanjing, Luo Yongchuan, Wen Zhiquan, Deng Bao

Journal of China & Foreign Highway

In order to improve the on-site construction efficiency of bridge concrete barriers,a prefabrication scheme for bridge concrete barrier installation was proposed.A structure scheme was developed by anchoring transverse steel bars at the bottom of prefabricated wall panels into the integrated cast-in-situ layer,adopting tongue-and-groove connections between adjacent wall panels,and optimizing the structural configuration and reinforcement of the panels.According to the requirements of the Level VI protection standard,full-scale impact tests using a large bus and a large truck were organized in turn.The results show that the prefabricated concrete bridge barrier can effectively withstand continuous impacts from both large buses and trucks.Its structural …


Application And Analysis Of Energy-Conservation And Carbon-Reduction Technologies In Green Highways, Huang Xuewen, Wang Kai, Huang Shanqian, Xiong Xinzhu, Fu Jinsheng Aug 2025

Application And Analysis Of Energy-Conservation And Carbon-Reduction Technologies In Green Highways, Huang Xuewen, Wang Kai, Huang Shanqian, Xiong Xinzhu, Fu Jinsheng

Journal of China & Foreign Highway

To improve the low-carbon development level of highway engineering,this study relied on a typical green highway in Anhui Province and established a calculation model for energy-conservation and carbon-reduction in highway engineering based on the emission factor method.A combination of quantitative and qualitative approaches was adopted to evaluate the benefits of 33 energy-conservation and carbon-reduction technologies in reducing life cycle energy consumption and carbon emissions,based on life cycle assessment (LCA ) theory.The results show that during the material production stage,through channel resource coordination and the application of low-carbon,energy-saving materials,comprehensive reductions in the embodied carbon can be achieved.During the construction stage,energy consumption …


Influence Of Horizontal Curve Radius On Vehicle Fuel Consumption And Pollutant Emissions On Tw O-Lane Highways, Tu Shengwen, Lei Meimei, Guo Wenyu Aug 2025

Influence Of Horizontal Curve Radius On Vehicle Fuel Consumption And Pollutant Emissions On Tw O-Lane Highways, Tu Shengwen, Lei Meimei, Guo Wenyu

Journal of China & Foreign Highway

To investigate the influence of horizontal curve radius on vehicle fuel consumption and pollutant emissions on two-lane highways,this study developed a model based on running speed theory,vehicle driving dynamics,and a fuel consumption and emission analysis system.Fuel consumption and emissions of CO2,CO,HC,and NOx were calculated for a passenger car traveling along horizontal curves under three design speeds:40 km/h,60 km/h,and 80 km/h.The results show that the horizontal curve radius has a significant effect on vehicle fuel consumption and pollutant emissions.The trends of fuel consumption,CO2,and NOx emissions vary consistently with curve radius,while CO and HC emissions follow a similar but different trend.At the …


Reference And Inspi Ration From Low-Carbon Development Experience Of Foreign Highway Infrastructure, Lu Chunying, Gao Shuohan, Du Xueyua N, Jian Li, Wang Xinjun, Kong Yaping Aug 2025

Reference And Inspi Ration From Low-Carbon Development Experience Of Foreign Highway Infrastructure, Lu Chunying, Gao Shuohan, Du Xueyua N, Jian Li, Wang Xinjun, Kong Yaping

Journal of China & Foreign Highway

In order to provide supp ort for the scie ntific formulation of low-carbon highway infrastructure development policies in China,empirical analysis,comparative analysis,and other methods were utilized,and the construction goals and action strategies of low-carbon highway infrastructure in the United Kingdom,the United States,and Australia were sorted out.Advanced experience in the development of low-carbon highways abroad was summarized.On this basis,combined with the current situation and existing problems of low-carbon development of China ’s highway infrastructure,the following countermeasures and suggestions were proposed:① strengthening top-level design and formulating low-carbon development goals and paths;② implementing the concept of life cycle and strengthening the research and promotion …


Traffic Consulting Research For Overseas Toll Road Investment And Mergers & Acquisition Projects, Wu Lei, Yan Feng Aug 2025

Traffic Consulting Research For Overseas Toll Road Investment And Mergers & Acquisition Projects, Wu Lei, Yan Feng

Journal of China & Foreign Highway

In recent years,the “investment,construction and operation integration ” model has gradually become the mainstream for overseas infrastructure projects.This paper aims to provide a reference for traffic consulting in overseas toll road investment and merger & acquisition projects.Taking the traffic assessment of a project in Indonesia as an example,this study evaluated and revised the forecast results in the Traffic Volume Forecast Report.In the absence of base-year OD (origin-destination ) matrix data,the evaluation was conducted based on field survey results and the forecasted future-year OD data of toll station entrances and exits in the report,combined with economic forecasts from international financial institutions.Three …


Dylan And The South Goes Global: Ole Miss Takes Class On The Road, Marisa C. Atkinson Aug 2025

Dylan And The South Goes Global: Ole Miss Takes Class On The Road, Marisa C. Atkinson

University of Mississippi News

OXFORD, Miss. – What started as a passion project that "just kept on keepin' on" turned into a research project, then a new course offering and ended as a summer tour of teaching, learning and travel for University of Mississippi students and faculty through the music of Bob Dylan.


Evaluation Of Rheumatic Etiologies Underlying Childhood-Onset Arthritis, Seher Şener, Erdal Atalay, Ezgi̇ Deni̇z Batu, Cansu Ayten Tatar, Özge Başaran, Yelda Bi̇lgi̇ner, Seza Özen Aug 2025

Evaluation Of Rheumatic Etiologies Underlying Childhood-Onset Arthritis, Seher Şener, Erdal Atalay, Ezgi̇ Deni̇z Batu, Cansu Ayten Tatar, Özge Başaran, Yelda Bi̇lgi̇ner, Seza Özen

Turkish Journal of Medical Sciences

Background/aim: Childhood-onset arthritis may result from various rheumatic diseases. This study aimed to systematically evaluate their distribution and characteristics in a large pediatric cohort.

Materials and methods: We retrospectively analyzed all pediatric patients who presented with arthritis to the pediatric rheumatology clinic between January 2000 and January 2023.

Results: A total of 1713 pediatric patients who presented with arthritis were included in this study (median age at diagnosis: 6.8 years; F/M = 1.2). Most of the patients (n = 859, 50.1%) had juvenile idiopathic arthritis (JIA) (especially oligoarticular JIA). Patients with familial Mediterranean fever, comprising 277 individuals (16.2%) presented with …


Diagnostic Accuracy And Potential Triage Utility Of The Shetty Test In Foot And Ankle Trauma: A Cross-Sectional Study, Burcu Doğan, Seval Komut, Erdal Komut, Nezi̇h Kavak, Osmancan Güneş, Anilcan Tahsi̇n Karahan Aug 2025

Diagnostic Accuracy And Potential Triage Utility Of The Shetty Test In Foot And Ankle Trauma: A Cross-Sectional Study, Burcu Doğan, Seval Komut, Erdal Komut, Nezi̇h Kavak, Osmancan Güneş, Anilcan Tahsi̇n Karahan

Turkish Journal of Medical Sciences

Background/aim: Foot and ankle trauma represents a common reason for emergency department visits. While the majority of cases involve soft tissue injuries, radiographic imaging is frequently overutilized due to concerns about missed fractures, leading to increased costs and emergency department crowding. The Shetty test, a recently introduced clinical decision rule, may serve as a simpler alternative to established tools such as the Ottawa ankle rules. This study aimed to assess the diagnostic accuracy of the Shetty test and its potential role as a supportive tool within existing triage systems for patients presenting with foot and ankle trauma.

Materials and methods: …


Metabolic And Genotypic Characterization Of Meropenem Susceptible And Resistant Serratia Marcescens Isolates, Şeyma Ni̇gi̇z, Gülşen Hazirolan, Gülşen Altinkanat Gelmez, Ceren Özkul Koçak, Engi̇n Koçak, Sevi̇lay Erdoğan Kablan, Emi̇rhan Nemutlu, Aycan Gündoğdu, Fatma Bayrakdar, Ufuk Hasdemi̇r, Deni̇z Gür Aug 2025

Metabolic And Genotypic Characterization Of Meropenem Susceptible And Resistant Serratia Marcescens Isolates, Şeyma Ni̇gi̇z, Gülşen Hazirolan, Gülşen Altinkanat Gelmez, Ceren Özkul Koçak, Engi̇n Koçak, Sevi̇lay Erdoğan Kablan, Emi̇rhan Nemutlu, Aycan Gündoğdu, Fatma Bayrakdar, Ufuk Hasdemi̇r, Deni̇z Gür

Turkish Journal of Medical Sciences

Background/aim: Serratia marcescens which is a nosocomial pathogen, is naturally resistant to a wide spectrum of antibiotics, which makes the management of infections difficult. The aim of this study was to determine the in vitro susceptibilities of S. marcescens to ceftriaxone, ceftazidime, meropenem, amikacin, gentamicin, ciprofloxacin, and to compare the metabolic profiles of meropenemresistant isolates under basal conditions and after exposure to sublethal concentrations of meropenem.

Materials and methods: A total of 84 S. marcescens isolates were included from various samples. Genes for meropenem resistance were determined by polymerase chain reaction (PCR). Genetic similarities among isolates of S. marcescens were …


Letter To The Editor Regarding “Kılıçarslan A, Kurt Çevik G, Doğan M, Aksoy Altınboğa A, Ceran F, Et Al. Does Cd47 Expression Have Prognostic Significance In Classical Hodgkin Lymphoma? Turkish Journal Of Medical Sciences: 2025; 55 (1): 22”, Burcu Baba, Ayşegül Akbay Aug 2025

Letter To The Editor Regarding “Kılıçarslan A, Kurt Çevik G, Doğan M, Aksoy Altınboğa A, Ceran F, Et Al. Does Cd47 Expression Have Prognostic Significance In Classical Hodgkin Lymphoma? Turkish Journal Of Medical Sciences: 2025; 55 (1): 22”, Burcu Baba, Ayşegül Akbay

Turkish Journal of Medical Sciences

No abstract provided.


Erratum To " Vitamin D Deficiency And Surgical Cellulose Mimicking Parathyroid Adenomaafter Initial Parathyroidectomy " [ Turkish Journal Of Medical Sciences 55 3 696 701], Mustafa Şahi̇n, Volkan Genç, Koray Ceyhan, Demet Çorapçioğlu Aug 2025

Erratum To " Vitamin D Deficiency And Surgical Cellulose Mimicking Parathyroid Adenomaafter Initial Parathyroidectomy " [ Turkish Journal Of Medical Sciences 55 3 696 701], Mustafa Şahi̇n, Volkan Genç, Koray Ceyhan, Demet Çorapçioğlu

Turkish Journal of Medical Sciences

We have identified that the article type of our publication entitled “Vitamin D deficiency and surgical cellulose mimicking parathyroid adenomaafter initial parathyroidectomy" was mistakenly entered incorrectly during the submission process. This error occurred due to an oversight at the time of submission.The correct article type should be Case Report instead of the previously indicated type. This correction does not affect the scientific content, results, or conclusions of the article.We apologize for any inconvenience this may have caused to our readers and the indexing services.

The original article can be accessed at: https://doi.org/10.55730/1300-0144.6017


Teacher Perceptions Of Instructional Coaching Impacts On Instructional Practice And Student Learning, Alpaslan Ozdogan Aug 2025

Teacher Perceptions Of Instructional Coaching Impacts On Instructional Practice And Student Learning, Alpaslan Ozdogan

Seton Hall University Dissertations and Theses (ETDs)

This exploratory study investigates the role of instructional coaching in elementary education through the lens of teacher perceptions, with a focus on its influence on professional development, instructional methodology, educator well-being, and student academic achievement. The research pivots around four key questions examining the perceived impact of instructional coaches on:

  1. Teachers' professional growth within elementary educational settings.
  2. The evolution of instructional strategies and classroom practices.
  3. The emotional and mental well-being of educators.
  4. The academic performance and learning outcomes of students.

A narrative research approach was adopted, collecting and analyzing data through elementary teacher surveys, in-depth interviews with both teachers and …


Futurist, Fang Wang, Katey Price, David L. Groves Aug 2025

Futurist, Fang Wang, Katey Price, David L. Groves

Visions in Leisure and Business

No abstract provided.


Analyzing The Global Changes In The Seasonal Cycle Of Sea Level, Storm Surge, And Ocean Waves, Amanda Barroso Aug 2025

Analyzing The Global Changes In The Seasonal Cycle Of Sea Level, Storm Surge, And Ocean Waves, Amanda Barroso

Graduate Thesis and Dissertation post-2024

Changes in the seasonal cycle of extreme sea level components can modulate the flooding risk along coastlines. This dissertation evaluates the changes in and potential co-occurrence of the seasonal cycles of mean sea level, storm surge, and ocean waves. Seasonal cycles characterize the generally expected climate conditions throughout the year with distinct high and low patterns. These regular and predictable cycles have shown non-stationarity in some locations across the globe. This means the timing of the expected peak may shift to occur earlier or later. Shifts in the timing of the maximum sea level impact coastlines with increased risk of …


Design And Development Of A Laser Diagnostic System For Ammonia And Nox Measurements In A Toroidal Jet Stirred Reactor At Atmospheric Pressure, Marzuqa Ahmed Aug 2025

Design And Development Of A Laser Diagnostic System For Ammonia And Nox Measurements In A Toroidal Jet Stirred Reactor At Atmospheric Pressure, Marzuqa Ahmed

Graduate Thesis and Dissertation post-2024

The need for more sustainable fuel alternatives in the modern aircraft industry is growing. SAF is the current sustainable fuel in use, but still produces harmful carbon emissions. A promising alternative to SAF is ammonia, which produces zero carbon emissions. By decomposing ammonia (NH3) into its constituents of N2 and H2 using a chemical catalyst, a hydrogen-ammonia fuel mix is created. H2/NH3 mixtures still have the desired characteristic of burning without carbon emissions, but are less reactive than pure hydrogen. Additionally, ammonia is a widely used compound, so infrastructure already exists for production, …


Morphology, Evolution And Host-Driven Convergence In Ichneumonidae (Hymenoptera, Ichneumonoidea), Davide Dal Pos Aug 2025

Morphology, Evolution And Host-Driven Convergence In Ichneumonidae (Hymenoptera, Ichneumonoidea), Davide Dal Pos

Graduate Thesis and Dissertation post-2024

Understanding the functional and evolutionary significance of morphology is fundamental to interpreting the tree of life. In recent years, emerging tools have enabled broad-scale analysis of discrete morphological data and facilitated the study of entire phenomes, helping to re-establish morphology as a central component of evolutionary research. These advances allow us not only to examine individual traits in detail but also to compare them across taxa and explore their evolutionary trajectories. This approach is particularly critical when studying hyperdiverse groups that exhibit both high levels of morphological convergence and complex life cycles intricately tied to host use. A prime example …


Nueva Metodología De Análisis Para Determinar El Delito Ambiental De Ecocidio Por Glifosato En Cultivos Permanentes De Coca En Colombia, Rosalina González Forero, Jerry H. Kavouras, Érika González Ruiz Aug 2025

Nueva Metodología De Análisis Para Determinar El Delito Ambiental De Ecocidio Por Glifosato En Cultivos Permanentes De Coca En Colombia, Rosalina González Forero, Jerry H. Kavouras, Érika González Ruiz

Biology Department Faculty Articles

El crimen organizado transnacional ha sido nefasto para el territorio colombiano, en especial el asociado a la producción de coca en la última década, lo que ha generado impactos económicos y sociales debido al aumento del conflicto e inseguridad en las zonas de influencia del cultivo. Esto se debe a que en el 2023 se tenían 230 000 hectáreas sembradas, lo que representa el 20 % de la superficie del país, con un impacto ambiental no cuantificado en términos penales. Este requiere de acciones de entidades estatales, así como de cooperación internacional, para adaptar estrategias y poder judicializar estos delitos …


Cover And Contents Aug 2025

Cover And Contents

Turkish Journal of Medical Sciences

No abstract provided.


Reflections Of Chinese International Postgraduates’ Conceptualisation Of Critical Thinking In A Uk University, Luman Zhou Aug 2025

Reflections Of Chinese International Postgraduates’ Conceptualisation Of Critical Thinking In A Uk University, Luman Zhou

Journal of Comparative & International Higher Education

Some literature often highlights Chinese international students’ challenges in conceptualising critical thinking, contributing to a partial and stereotypical representation of them as deficient (Lomer & Mittelmeier, 2021; Moosavi, 2022). There is limited research on how Chinese international students conceptualise and develop their CT over time. The study aims to explore Chinese international students’ conceptualisation, development, and application of critical thinking at the master’s level at a UK university over time. Nineteen participants in the MA International Education program at a UK university are taken as an example. The participants are interviewed in three rounds, using their drawings and draft assignments …


Evaluating Nfl Quarterback Decision Making Through Tracking Data, Jesse N. Melville Aug 2025

Evaluating Nfl Quarterback Decision Making Through Tracking Data, Jesse N. Melville

Theses and Dissertations

Quarterback decision-making is one of the most critical determinants of success in the National Football League (NFL), yet traditional statistics fail to account for the spatial, temporal, and contextual factors influencing each play. This thesis proposes a data-driven methodology for evaluating quarterback decisions using NFL player tracking data from the 2022 season. We replicate and extend the DeepQB framework by training deep learning models to estimate expected completion probabilities and expected yards gained for each receiver at the moment of the throw. Our extension applies the approach to a newer dataset with additional contextual features, enabling a more detailed evaluation …


Walking Each Other Home: A Social Work Portfolio Of Healing, Justice, And Becoming, Serah Lander Aug 2025

Walking Each Other Home: A Social Work Portfolio Of Healing, Justice, And Becoming, Serah Lander

Graduate Student Portfolios, Professional Papers, and Capstone Projects

Abstract

This portfolio documents the integration of lived experience, academic training, and professional practice in the pursuit of a Master of Social Work (MSW) degree. Grounded in a personal history shaped by chronic illness, solo motherhood, and economic precarity, this work reframes individual challenges as symptoms of structural neglect and systemic inequity. Through reflective narrative, I explore identity development across intersecting contexts—white, queer, neurodivergent, Jewish by choice, and chronically ill—connecting personal transformation to professional readiness.

Section I: Living the Questions chronicles my evolution from navigating institutional barriers to becoming a systems thinker, crisis counselor, policy advocate, and coalition leader. This …


Firm Capabilities Versus Regional Factors: A Random Forest Approach For Predicting Toxic Chemical Releases Among Us Industrial Facilities, Mahelet G. Fikru, Jennifer Brodmann Aug 2025

Firm Capabilities Versus Regional Factors: A Random Forest Approach For Predicting Toxic Chemical Releases Among Us Industrial Facilities, Mahelet G. Fikru, Jennifer Brodmann

Economics Faculty Research & Creative Works

Predicting toxic releases remains a challenge for environmental protection, as effective regulation and mitigation depend on understanding the key drivers behind firms' pollution behavior. We examine the factors that influence firm environmental pollution by determining whether corporate capabilities or regional factors better predict toxic chemical emissions. We combine toxic releases data across 1976 industrial facilities in the United States with firm-level financial performance indicators and regional socio-demography variables to identify the most significant predictors of environmental outcomes. We use a random forest model due to its ability to capture complex, nonlinear interactions among predictors and provide robust variable importance rankings. …


Learning Structure With Multivariate Information Bottleneck And Exploration Of New Methods In Sequential Decision Making, Volodymyr Makarenko Aug 2025

Learning Structure With Multivariate Information Bottleneck And Exploration Of New Methods In Sequential Decision Making, Volodymyr Makarenko

Master's Theses

Research in useful information extraction has been motivated by the increasing demand to extract insights from unstructured data, and by the need to store and transmit great volumes of information, often originating in unstructured data such as videos. Research in rate distortion and information bottleneck paved the path for understanding and guiding the design of lossy encoders, capable of extracting relevant information. Independently, research in deep representation learning has enabled numerous applications for unstructured high-dimensional data such as images. However, the interpretability of the deep learning methods remained limited. Several desired properties of learned representations have been suggested, including disentanglement. …


Challenges And Opportunities In Medical Tourism, Nizar Zein Aug 2025

Challenges And Opportunities In Medical Tourism, Nizar Zein

Visions in Leisure and Business

Medical tourism is a rapidly expanding industry, with an increasing number of patients traveling abroad for medical treatments and procedures. This trend is expected to continue as the industry evolves to meet shifting patient demands and preferences. People are motivated to seek healthcare outside their home countries for various reasons, such as access to advanced technology, faster treatment, higher quality care, or more affordable options available in the destination country. Patients today are more informed and selective about their healthcare choices. They seek not only cost-effective treatments but also high-quality care and an exceptional patient experience. The future of medical …