Mike Dunne

A machine learning photon detection algorithm for coherent X-ray ultrafast fluctuation analysis

Sathya R. Chitturi, D. Ratner, J. Turner, 2022, 2206.09064.

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images

Julien N. P. Martel, D. Ratner, F. Poitevin, 2022, ECCV.

A machine learning photon detection algorithm for coherent x-ray ultrafast fluctuation analysis

Sathya R. Chitturi, D. Ratner, J. Turner, 2022, Structural dynamics.

Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities

Sathya R. Chitturi, D. Ratner, J. Turner, 2022, 2022 4th Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing (XLOOP).

Automated prediction of lattice parameters from X-ray powder diffraction patterns

Christopher J. Tassone, Sathya R. Chitturi, E. Reed, 2021, Journal of applied crystallography.

Capturing dynamical correlations using implicit neural representations

Sathya R. Chitturi, S. Hayden, D. Ratner, 2023, Nature communications.

On Ultrafast X-ray Methods for Magnetism

Sathya R. Chitturi, Tadesse A. Assefa, J. Turner, 2023, 2305.07787.

Targeted materials discovery using Bayesian algorithm execution

Sathya R. Chitturi, W. Neiswanger, Mike Dunne, 2023, npj Computational Materials.