Evolving Deep Networks Using HPC. - Steven R. Young; Derek C. Rose; J. Travis Johnston; William T. Heller; Thomas P. Karnowski; Thomas E. Potok; Robert M. Patton; Gabriel N. Perdue; Jonathan A. Miller (MLHPC@SC, 2017)

Machine learning for neutron reflectometry data analysis of two-layer thin films. - Mathieu Doucet; Richard K. Archibald; William T. Heller (Mach. Learn. Sci. Technol., 2021)

Machine learning for neutron scattering at ORNL. - Mathieu Doucet; Anjana M. Samarakoon; Changwoo Do; William T. Heller; Richard Archibald; D. Alan Tennant; Thomas Proffen; Garrett E. Granroth (Mach. Learn. Sci. Technol., 2021)

Sas-temper: Software for fitting small-angle scattering data that provides automated reproducibility characterization. - William T. Heller; Mathieu Doucet; Richard K. Archibald (SoftwareX, 2021)

drtsans: The data reduction toolkit for small-angle neutron scattering at Oak Ridge National Laboratory. - William T. Heller; John Hetrick; Jean Bilheux; Jose M. Borreguero Calvo; Wei-Ren Chen; Lisa DeBeer-Schmitt; Changwoo Do; Mathieu Doucet; Michael R. Fitzsimmons; William F. Godoy; Garrett E. Granroth; Steven E. Hahn; et al. (SoftwareX, 2022)

Privacy Preserving Federated Learning for Advanced Scientific Ecosystems. - Rick Archibald; Addi Malviya-Thakur; Marshall T. McDonnell; Gregory Cage; Cody Stiner; Lance Drane; M. Paul Laiu; Michael J. Brim; Mathieu Doucet; William T. Heller; Ryan Coffee (IEEE Big Data, 2024)

ESAC (EQ-SANS Assisting Chatbot): Application of large language models and retrieval-augmented generation for enhanced user experience at EQ-SANS. - Changwoo Do; Gergely Nagy; William T. Heller (SoftwareX, 2025)