Predictive Modeling in Civil Engineering: An Introduction - KUMAR TIPU, RUPESH;BATRA, VANDNA;Punia, Suman
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"Predictive Modeling in Civil Engineering: An Introduction" delves into the integration of predictive modeling with civil engineering, offering a comprehensive guide on leveraging statistical techniques and machine learning to enhance decision-making, optimize performance, and innovate infrastructure development. It covers foundational concepts, practical applications, and future directions, including detailed discussions on model development, validation, and real-world case studies showcasing predictive modeling's transformative impact on the field. The book aims to equip professionals and…mehr

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Produktbeschreibung
"Predictive Modeling in Civil Engineering: An Introduction" delves into the integration of predictive modeling with civil engineering, offering a comprehensive guide on leveraging statistical techniques and machine learning to enhance decision-making, optimize performance, and innovate infrastructure development. It covers foundational concepts, practical applications, and future directions, including detailed discussions on model development, validation, and real-world case studies showcasing predictive modeling's transformative impact on the field. The book aims to equip professionals and students with the knowledge to apply predictive analytics effectively, ensuring more resilient, efficient, and sustainable engineering solutions.
Autorenporträt
Assistant Professor in Civil Engineering with a focus on structural optimization and ML in concrete design. Holds B.Tech, M.Tech, and a Ph.D., with more than 20 published research papers and a decade of teaching experience. Currently enhancing structural design and education at K.R. Mangalam University, India.