Research

With Prof. Colin Ophus at Stanford, I use electron microscopy to study the time dynamics of both crystalline and amorphous materials. To make this possible, I develop GPU-accelerated algorithms and interactive tools that turn multidimensional datasets into results in real time, while scientists are still at the microscope. Earlier work spans machine-learning descriptors for materials chemistry, scientific software standards, and first-principles calculations.

• Drift correction

• Human interactivity

• Materials chemistry descriptors

• Scientific software standards

• First-principles calculations