Dr. Monika Tanwar is an Assistant Professor at the School of Management and Entrepreneurship at Indian Institute of Technology (IIT) Jodhpur, specializing in Prognostics and Health Management, Industry 4.0, Reliability and Risk Management, Digital Twin, and Digital Transformation. Prior to joining IIT Jodhpur, Dr. Tanwar gained extensive research experience as a Postdoctoral Research Fellow at the Singapore University of Technology and Design (SUTD) and as a Researcher at Leibniz University, Germany. Dr. Tanwar is actively engaged in various international research collaborations, working with leading institutions and researchers across the globe in the field of PHM  & Digital Twin. She also serves on the review panels of more than 10 internationally reputed journals and conferences.