Georgia Institute of Technology, commonly known as Georgia Tech, is one of the top public research universities in the United States. As a major research university, students at Georgia Tech are expected to engage in research activities and produce quality research papers throughout their time in various degree programs. Here are some examples of research papers produced by Georgia Tech students that can provide inspiration and guidance on writing strong papers.
A research paper published in 2017 analyzed the impacts of Atlanta’s BeltLine, a sustainable redevelopment project. The paper examined data on property values, development patterns, and socioeconomic characteristics near the BeltLine from 2002 to 2015. The research found significant increases in property values, residential density, and income levels near the Beltline compared to other parts of Atlanta. This paper demonstrates thorough quantitative and spatial analysis skills critical for science and engineering research.
In the field of computer science, a 2016 paper proposed a new technique called “Asynchronous Diffusion-Convolutional Recurrent Neural Network” (ADCNN) for classification of time-series data like CCTV footage. Through simulations on two datasets, the paper showed ADCNN achieved higher accuracy than state-of-the-art methods like convolutional neural networks and long short-term memory networks. This type of technical paper presents a novel idea,provides mathematical and algorithmic details, and backs the claims with empirical evidence and results.
The school of public policy has produced many impactful research papers. One example is a 2019 paper titled “The Effect of Public Transit Access on Employment Outcomes.” Through statistical analysis of individual-level employment and transportation data from Atlanta, the paper found that improved access to public transit increased the probability of employment and average earnings. Such policy papers analyze real-world problems, marshal evidence from diverse data sources, and discuss implications – invaluable skills for policy-oriented careers.
Interdisciplinary research is also prominent at Georgia Tech. A 2020 paper combined insights from anthropology, computer science, and design to understand how augmented and virtual reality technologies shape human experience. Through ethnographic fieldwork, interviews and co-design sessions, the study provided nuanced perspectives on the sociocultural implications of immersive technologies. Interdisciplinary papers like this illustrate how humanistic inquiry can illuminate technical topics.
Another interdisciplinary paper from 2018 explored the health impacts of gentrification. Combining GIS analysis, surveys, and neighbourhood observations, it found that renovations in a low-income Atlanta community led to better housing quality but reduced social cohesion and disproportionately displaced the elderly, disabled and disadvantaged residents to less supportive environments. Papers examining interactions between technical developments, public policy, and human experiences prove Georgia Tech students can conduct holistic, solution-oriented research.
The diverse research areas at Georgia Tech also allow for compelling cross-cultural comparisons. A 2015 paper analyzed waste management practices in the cities of Ahmedabad, India and Atlanta. Through stakeholder interviews, site visits, surveys and waste studies, it identified cultural, economic and infrastructural factors influencing waste generation and disposal behaviors in the two regions. Such cross-cultural papers cultivate global perspectives and may inform international development efforts.
The scope for interdisciplinary collaborations is exemplified by a 2021 paper that brought together civil and environmental engineering with public policy. It modeled the potential impacts of green infrastructure practices like bioswales, rain gardens and permeable pavements on flooding and water quality across five Atlanta neighborhoods. Combining hydrologic modeling, policy analysis, and community engagement, the research provided actionable recommendations for sustainable urban water management. This demonstrates how technical fields can fruitfully engage with policy and social issues.
At the undergraduate level, a notable recent example is a 2020 paper on microplastic pollution in Atlanta waterways. Through laboratory analysis of water and sediment samples, it quantified microplastic levels and characterized the particles in terms of type, size and probable sources. The study discussed cleanup challenges and called for strengthened legislation, industry standards, education programs and public involvement to curb microplastic emissions. Such targeted, solution-oriented papers show undergraduates can tackle complex environmental topics.
This overview presented a sampling of diverse, high-quality research conducted by Georgia Tech students across disciplines. Major takeaways include employing rigorous quantitative/qualitative methods, situating work within relevant literature, addressing real-world problems, considering technical and human aspects holistically, and suggesting evidence-based recommendations. Georgia Tech research papers exemplify how pursuing impactful, cross-disciplinary inquiries can nurture versatile analytical skills prized by employers and graduate programs. Students from any institution can draw lessons on strong research design and communication from these inspiring examples.
Andrew Stroud