Dr. Abdulrahman Alymani

Assistant professor of Architectural engineering department in the College of Engineering

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Dr. Abdulrahman Alymani
Dr. Abdulrahman Alymani is a distinguished faculty member at Alfaisal University. He holds a PhD earned from Cardiff University in the United Kingdom. Additionally, he obtained his master’s degree (MArch) from the esteemed Southern California Institute of Architecture (Sci-Arc). During his Ph.D. research, he conducted an in-depth investigation into the dynamic interaction between building envelopes and the ground, employing advanced machine learning techniques to analyze the intricate relationship. His research focus revolved around comprehending the intricate interplay of buildings with their immediate environment. Before joining the Alfaisal University faculty, Dr. Alymani contributed as an assistant teacher at Cardiff University, further enriching his academic experience. Dr. Alymani exhibits a wide-ranging fascination with computational methods in the field of architecture. His interests span various facets, including leveraging Artificial Intelligence (AI) and machine learning (ML) applications within architectural contexts. He possesses adeptness in parametric design, digital design, and generative design as well. In addition to his interdisciplinary research endeavours, Dr. Alymani actively collaborates with fellow academics from diverse fields. His collaborative efforts encompass domains such as computer science, landscape architecture, and urban planning. This cross-disciplinary engagement reflects his commitment to fostering a holistic and integrated approach to architectural scholarship.

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Classifying Building and Ground Relationships Using Unsupervised Graph-Level Representation Learning

Conference Proceedings ,
Alymani, A., Mujica, A., Jabi, W., & Corcoran, P. (2022). Classifying Building and Ground Relationships Using Unsupervised Graph-Level Representation Learning. Design Computing And Cognition’22. (Original work published 2023)

Graph machine learning classification using architectural 3D topological models

Journal Article ,
Alymani, A., Jabi, W., & Corcoran, P. (2022). Graph machine learning classification using architectural 3D topological models. Simulation: Transactions Ofthe Society For Modeling And Simulation International.

Graph machine learning using 3D topological models

Conference Proceedings ,
Jabi, W., & Alymani, A. (2020). Graph machine learning using 3D topological models. Simaud 2020.

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