02423nas a2200301 a 450000500170000000800410001703500150005810000180007324500870009126000670017830000420024549000270028750001330031450200590044752011010050665000390160765000270164665000280167365000370170170000370173870000370177570000470181270000460185970000450190571000390195081000590198985600730204820260817162000.0260202s20259999th u  ms t    000   eng d  a.b124739721 aZwe Yan Naing10aAI-driven predication of concrete beam size, design and capacity for gravity loads  aPathum Thani, Thailand :bAsian Institute of Technology,c2025  a80 leaves :bill.+e1 online resource1 aThesis ;vno. ST-25-05  aA thesis submitted in partial fulfillment of the requirements for the  degree of Master of Engineering in Structural Engineering  aThesis (M. Eng.) - Asian Institute of Technology, 2025  aArtificial Intelligence (AI) has emerged as a transformative technology, driving innovation across numerous industries through its ability to process information and data, learn patterns, and make predictions.This research addresses the need for efficiency and innovation in  structural engineering, where traditional design methods involving iterative calculations can be  time-consuming and complex. The study develops an AI-driven framework, utilizing Artificial  Neural Networks (ANNs), to predict cross-section size, rebar area, and loading capacity for  continuous rectangular shaped reinforced concrete beam. The ultimate goal is to deploy these  models as a cloud-based web application, integrating Large Language Models (LLMs) to  enhance accessibility and interaction for civil and structural engineers, as well as students. This  application will provide a practical, code-compliant tool for efficient structural design,streamlining the traditional process especially in preliminary design stage and offering an  intuitive, automated solution in innovative structural design workflow.  0aStructural designxData processing 0aSturctural Engineering 0aArtificial intelligence 0aDeep learning (Machine learning)1 aKrishna, Chaitanya,eChairperson1 aAnwar, Naveed,e(Co-chairperson)0 aPennung Warnitchai,eExamination Committee0 aPunchet Thammarak,eExamination Committee0 aPanon Latcharote,eExamination Committee2 aAIT Fellowship,eScholarship Donor2 aAsian Institute of Technology.tThesis ;vno. ST-25-05403Full-Textuhttp://203.159.5.9/ait-thesis/Viewer/viewer.php?id=B23406