Projects

Fluctuation Scattering for X-FELS

Finding the atomic structure and function of macromolecules.


CAM-link: Real-Time Streaming and Workflows

Simple and flexible connections to compute and storage facilities.


gpCAM: Gaussian Processes and more for Autonomous Discovery

gpCAM is a flexible, powerful and easy-to-use API and software for autonomous data acquisition.




HGDL: A Mathematical Optimizer for HPC Computer Architectures

HGDL is a mathematical optimizer tailored for machine learning on HPC computer architecture.


Recognizing Structure from Image Data

Enhancement, Extraction, and Identification.


Accelerating Nanoporous Materials Discovery



X-ray Scattering for Reconstruction of Form-factors in Line Etched Pattern



Single-Particle Diffraction Data

Reconstructing the 3D structure of molecules.


Faster, Brighter, Sharper X-ray Ptychography

Characterize structure and properties of new materials with math and microscopy.


Minimalist ML

Machine Learning on images when datasets are small.


Electronic Structure

Simulating the foundations of materials.