

Venkat Viswanathan
Dr. Venkat Viswanathan leads initiatives in the Aerospace Engineering department at the University of Michigan, where he serves as an Associate Professor. His pioneering work is at the forefront of electric aviation and electric vehicles, with a particular focus on the development and optimization of batteries. Dr. Viswanathan's research is deeply rooted in the integration of scientific machine learning and computational modeling, aiming to revolutionize energy technologies through innovative approaches. An MIT Technology Review Innovator Under 35, Dr. Viswanathan has made significant strides in the field of machine-learning-guided materials discovery. His work in this area not only enhances the efficiency of energy storage systems but also contributes to the broader understanding of materials science. His research interests extend to the development of scientific foundation models, which are crucial for advancing the capabilities of machine learning in the context of energy and materials research. Dr. Viswanathan is also known for his engaging Scientific Machine Learning webinar series, which has become a popular platform for disseminating cutting-edge research and fostering collaboration among scientists and engineers. His webinars are instrumental in bridging the gap between theoretical research and practical applications, making complex concepts accessible to a wider audience. In addition to his work on electric aviation and vehicles, Dr. Viswanathan's research encompasses the optimization of machine learning algorithms and codes, with an emphasis on their application in energy technologies. His efforts in this domain are directed towards improving the efficiency and sustainability of energy systems, with a keen interest in the environmental and natural resources implications of these technologies. Dr. Viswanathan's contributions to the field are characterized by a multidisciplinary approach, combining elements of AI, statistical inference, and computational modeling. His work not only advances the scientific understanding of energy technologies but also has practical implications for the development of sustainable and efficient energy solutions. Through his research, Dr. Viswanathan continues to push the boundaries of what is possible in the realm of aerospace engineering and energy innovation.
Publications
, 2387-2387, 2023-08-28
, 503-503, 2018-07-23
, 929-936, 2013-08-31
, 407-407, 2011-03-01