In Interfacial and Transport Physics Lab, we focus on counter-intuitive transport phenomena that occur at the boundary of two different phases, such as solid and liquid or two different materials in both natural and artificial systems at small scales. The key component of IT Physics lab is applying cutting edge experimental techniques to study high dimensional systems where the outcome is impacted by a large number of independent parameters and traditional engineering and physical approaches cannot define the system or may result in unreliable outcomes due to excessive assumptions. To develop solutions that can overcome these limitations, we combine high-throughput experimental techniques and data processing strategies to find what known physical laws can be applied or what new physical laws need to be discovered to fully define the system.