The Computational science and Artificial Intelligence (CAI) group develops the methods and computational tools used by beamline scientists and APS users to process and interpret experimental data. Our efforts are directed both towards the development of techniques and software to quickly and efficiently analyze data from existing x-ray characterization tools at the APS, and towards the development of new computational and AI-enabled methods that expand the suite of x-ray characterization tools at the APS.
About Us
Group Members
Nina Andrejevic
Maria Goeppert Mayer FellowPhysics-aware Deep Learning, Data-driven discovery
Daniel Ching
Assistant Computational ScientistPtychography and tomography algorithms. Software packaging and distribution.
Ming Du
Assistant Computational ScientistAutomatic Differentation, Deep Learning, Experimental Automation
Doga Gursoy
Computational ScientistComputational imaging, inverse problems in imaging sciences
Ashish Tripathi
Assistant Computational Scientist3D imaging, Coherent Surface Scattering Imaging (CSSI)