Architectural Engineering Commons^™

Domain-Specific Design On Fpga And Npu For Scientific Computing And On-Device Llm Inference, Miaoxiang Yu

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High-performance computing (HPC) is changing rapidly as scientific simulations and large language model (LLM) workloads push the need for higher performance under tight power and memory constraints. Conventional platforms such as CPUs and GPUs accelerate computation through instruction-driven parallelism, relying on multithreading, SIMD, and SIMT execution, but increasingly encounter scalability limits imposed by the power and memory walls. In contrast, Field-Programmable Gate Arrays (FPGAs) and Neural Processing Units (NPUs) offer a high-efficiency alternative through dataflow-oriented architectures that exploit deep pipelining and customized memory hierarchies to reduce data movement. However, the performance potential of these spatial accelerators remains largely unrealized when …

Integrating Artificial Intelligence And Augmented Reality For Enhanced Task Performance In The Construction Industry, Aasish Chandrika Bhanu

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The Architecture, Engineering, and Construction (AEC) sector, characterized by its complex tasks, often faces challenges in adopting cutting-edge technologies, a trend that can significantly hinder productivity improvements compared to other industries. This dissertation explores the emerging integration of Artificial Intelligence (AI) and Augmented Reality (AR) within the AEC domain, investigating how effectively this can be implemented to potentially revolutionize industry practices. AI could be used in the AEC domain for advanced analytical and decision-making processes, while AR could be used for training, visualization, and remote collaboration.

In scenarios where construction site workers require expert guidance, these technologies could be helpful. …

Exploring The Necessity Of Technology In Architectural Design: Moving Beyond Showcasing, Ertunc Hunkar

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Advancements in technology, particularly computational design tools, have transformed the field of architectural design. However, it is crucial to evaluate the impact of technology on the core principles of problem-solving and the design process within architecture. This study aims to examine the consequences and opportunities associated with the integration of technology in architectural design, focusing on the necessity of maintaining a strong problem-solving foundation. Architectural problem-solving involves spatial organization, functional requirements, contextual integration, and user experience. These principles guide architects in addressing design challenges and achieving successful outcomes. The design process comprises stages such as research, analysis, concept development, and …

The Extent Of Drone Education Being Taught In Asc Schools To 4-Year Construction Students, Cheran Teja Dumpati

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The technology of Unmanned Aircraft Systems (UAS) is growing rapidly in many fields and has become one of the skills in demand in the industry. Universities are one of the primary sources of teaching drone technology with a career-oriented approach. The goal of this study is to investigate the content of the drone curriculum being taught in Associated Schools of Construction (ASC) schools. This includes the topics covered, practical training offered, and the key deliverables taught. This information serves as a foundation for the schools that are looking forward to start drone courses in their department. The research found that …

Healthcare Built Environment And The Covid-19 Pandemic, A Mixed-Method Study, Mohammad Saleh Nikooopayan Tak

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The outbreak of COVID-19 presented an unparalleled risk to public health, leading to urgent scientific efforts in understanding transmission mechanisms and mitigating risks, especially in healthcare settings. This mixed-methods study examines knowledge advancement regarding indoor air quality in healthcare facilities during the pandemic. A systematic literature review of 163 post-COVID studies identifies key research thrusts and 31 recommendations related to building ventilation, air filtration, surface disinfection, and monitoring. Comparison with over 200 pre-pandemic publications reveals both reliance on established infection control principles and unique contributions, such as detecting viral RNA in air and surface samples indicating potential airborne and fomite …

Developing Design Guidelines Of Deployable Bamboo Scissors-Like Arch Structures: For Structural Performance, Flexibility, And Constructability, Anastasia Maurina

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Prefabrication approaches are widely used to improve vulnerable communities building quality. It would be valuable if the prefabrication relied on locally available resources instead of depending on heavy industry. Although prefabrication approaches have many advantages, such as efficiency and consistency, they may lack flexibility, which may not be adaptable to the community's needs and preferences. The modular approach generally enhances flexibility by arranging modules into various end products. Incorporating a modular approach with deployable structures, which can transform from compact to predetermined configurations, is expected to boost flexibility. In addition, regarding constructability, developing this idea using bamboo, which is massively …

Design, Integration, And Evaluation Of Iot-Based Electrochromic Building Envelopes For Visual Comfort And Energy Efficiency, Qingqing Sun

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Electrochromic glazing has been identified as the next-generation high-performance glazing material for building envelopes due to its dynamic properties, which allow the buildings to respond to various climate conditions. IoT technologies have improved the sensing, communication, and interactions of building environmental data. Few studies have been done to synthesize the advancements in EC materials and building IoT technologies for better building performance. The challenge remains in the lack of compatible design and simulation tools, limited understanding of integration, and a paucity of evaluation measures to support the convergence between the EC building envelopes and IoT technologies. This research first explores …

U.S. Army Medical Command’S Medical Treatment Facilities’ Response To Sars-Cov-2 (Covid-19), Seyedmohammad Ahmadshahi

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Starting in December 2019 to the current time in May 2022, COVID-19 was a devastating pandemic with approximately 440 million cases and 6 million deaths worldwide (Centers for Disease Control and Prevention [CDC], 2021). The United States (US) with roughly 90 million cases and 1 million deaths (CDC, 2021) was one of the epicenters of the outbreak since the beginning. The pandemic has significantly impacted the health systems across the US with unpredictable surges of highly infectious patients with uncertain symptomology and acuity levels, requiring isolation and critical level of care (Brambilla et al., 2021).

Based on the findings from …