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.

tomoCAM: Fast Model-Based Iterative Reconstructions via Non-Uniform Fast Fourier Transforms and GPUs

Reconstructing tomography data faster.

Extraction of Rotational Diffusion from X-ray Photon Correlation Spectroscopy

Determining the dynamics of complex systems.