Dr. Saad Shamim Ansari
Dr. Saad Shamim Ansari is an Assistant Professor in the Department of Civil Engineering at Zakir Husain College of Engineering and Technology, Aligarh Muslim University, Aligarh. He has done B.Tech in Civil Engineering, M.Tech in Structural Engineering, and Ph.D in Civil Engineering from Aligarh Muslim University, focusing on the characterization and structural behavior of concrete using supplementary cementitious materials. His research centers on sustainable cementitious composites, machine learning, and explainable AI applications in civil engineering. He has published several papers in preRead More...
Application of Explainable Artificial Intelligence in Sustainable Construction Materials
Books by Dr. Saad Shamim Ansari, Dr. Syed Muhammad Ibrahim, Prof. Syed Danish Hasan
Application of Explainable Artificial Intelligence in Sustainable Construction Materials unveils the cutting-edge integration of machine learning and XAI to revolutionize civil engineering. From predictive modelling of properties in sustainable construction materials to interpreting results using multi-layered, model-agnostic Shapley Additive Explanations (SHAP) techniques, such as summary plots and force plots (primary layer of explainability), and ICE-PDP
Application of Explainable Artificial Intelligence in Sustainable Construction Materials
Books by Dr. Saad Shamim Ansari, Dr. Syed Muhammad Ibrahim, Prof. Syed Danish Hasan
Application of Explainable Artificial Intelligence in Sustainable Construction Materials unveils the cutting-edge integration of machine learning and XAI to revolutionize civil engineering. From predictive modelling of properties in sustainable construction materials to interpreting results using multi-layered, model-agnostic Shapley Additive Explanations (SHAP) techniques, such as summary plots and force plots (primary layer of explainability), and ICE-PDP
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