BEAM: A Computational Workflow System for Managing and Modeling Material Characterization Data in HPC Environments. - Eric J. Lingerfelt; Alex Belianinov; Eirik Endeve; O. Ovchinnikov; Suhas Somnath; Jose M. Borreguero; N. Grodowitz; B. Park; Richard K. Archibald; Christopher T. Symons; Sergei V. Kalinin; O. E. Bronson Messer; et al. (ICCS, 2016)

Performance Evaluation of Python Based Data Analytics Frameworks in Summit: Early Experiences. - Benjamín Hernández; Suhas Somnath; Junqi Yin; Hao Lu 001; Joe Eaton; Peter Entschev; John Kirkham; Zahra Ronaghi (SMC, 2020)

A Systemic Approach to Facilitating Reproducibility via Federated, End-to-End Data Management. - Dale Stansberry; Suhas Somnath; Gregory Shutt; Mallikarjun Shankar (SMC, 2020)

DataFed: Towards Reproducible Research via Federated Data Management. - Dale Stansberry; Suhas Somnath; Jessica Breet; Gregory Shutt; Mallikarjun Shankar (CoRR, 2020)

Deep learning of interface structures from simulated 4D STEM data: cation intermixing vs. roughening. - M. P. Oxley; Junqi Yin; N. Borodinov; Suhas Somnath; Maxim A. Ziatdinov; Andrew R. Lupini; Stephen Jesse; Rama K. Vasudevan; Sergei V. Kalinin (Mach. Learn. Sci. Technol., 2020)

Enabling discovery data science through cross-facility workflows. - Katerina B. Antypas; Deborah Bard; Johannes P. Blaschke; Shane Richard Canon; Bjoern Enders; Mallikarjun Arjun Shankar; Suhas Somnath; Dale Stansberry; Thomas D. Uram; Sean R. Wilkinson (IEEE BigData, 2021)

Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery. - Suhas Somnath; Rama K. Vasudevan; Stephen Jesse; Sergei V. Kalinin; Nageswara S. V. Rao; Christopher Brumgard; Feiyi Wang; Olga A. Kuchar; Arjun Shankar; Ben Mintz; Elke Arenholz; J. Robert Michael; et al. (SMC, 2021)

The INTERSECT Open Federated Architecture for the Laboratory of the Future. - Christian Engelmann; Olga A. Kuchar; Swen Boehm; Michael J. Brim; Thomas J. Naughton; Suhas Somnath; Scott Atchley; Jack Lange; Ben Mintz; Elke Arenholz (SMC, 2022)

Science Use Case Design Patterns for Autonomous Experiments. - Christian Engelmann; Suhas Somnath (EuroPLoP, 2023)