Regular biography
Levent Burak Kara is the George Tallman Ladd and Florence Barrett Ladd Professor in the Department of Mechanical Engineering at Carnegie Mellon University, with a courtesy appointment in the Robotics Institute. His research focuses on computational analysis, design, and manufacturing technologies with applications in mechanical CAD, topology optimization, additive manufacturing, electronics design, and bio-engineering. His work integrates machine learning, optimization, and geometric modeling to develop computational software for next-generation design systems. Kara teaches courses in AI and Machine learning, Engineering Design, and Linear Algebra and Vector Calculus. He earned his B.S. in Mechanical Engineering from the Middle East Technical University (1998) and his Ph.D. in Mechanical Engineering from Carnegie Mellon University (2005).
Scholar-generated biography
Levent Burak Kara is a researcher at Carnegie Mellon University with expertise in Computer Aided Design, Computer Graphics, Mechanical Engineering, Machine Learning, and Artificial. His work focuses on integrating generative adversarial networks and deep learning techniques to solve complex engineering and design problems. Key areas include topology optimization, stress field prediction, and 3D shape creation. He also explores the use of machine learning for air pollutant monitoring, hand-drawn diagram recognition, and 4D printing. His research emphasizes the application of AI in enhancing structural performance, improving design processes, and enabling data-driven decision-making in engineering and design domains.