The University of Texas is working with Texas A&M University to develop digital twins for bubble-injection molten salt natural circulation loop facilities, while also partnering with Abilene Christian University and Virginia Commonwealth University to build additional natural circulation loop systems. Together, these facilities will produce a rich experimental dataset that supports the development and testing of digital twins for molten salt flow systems. These tools are intended to predict how the system responds to different inputs, such as heating and cooling, and to reconstruct full flow behavior by combining reduced-order models informed by high-fidelity simulations with the limited measurements available from instruments such as thermocouples and flow meters.

