About Manav
I am Manav, a dedicated postdoctoral scholar based at ETH Zürich, with a profound interest in the intersection of deep learning, artificial intelligence, and physics-driven modeling. My academic and professional journey spans several prestigious institutions, including ETH Zürich, Caltech, and The University of British Columbia, where I earned my Ph.D. in Mechanical Engineering. This background has equipped me with a robust understanding of multiscale modeling, computational mechanics, and high-performance computing. Throughout my career, I have developed specialized expertise in leveraging physics-informed deep learning methods to advance fracture modeling and implicit neural representation approaches applicable to 3D printing. These endeavors have allowed me to collaborate with a spectru...