Zhuoran Liu is currently a Ph.D. student in the Stuttgart Center for Simulation Science (SC SimTech). His research mainly focuses on exploring a new paradigm of data-integrated modeling, where observation data are incorporated into a unified framework as equal counterparts of the first principles in physics-based simulations.