Suhas Somnath

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Database Driven

Earth Observing

Design Patterns

Top Venues

Mach. Learn. Sci. Technol.

Publications

Christian Engelmann, Suhas Somnath
Science Use Case Design Patterns for Autonomous Experiments. EuroPLoP (2023)
Christian Engelmann, Olga A. Kuchar, Swen Boehm, Michael J. Brim, Thomas J. Naughton, Suhas Somnath, Scott Atchley, Jack Lange, Ben Mintz, Elke Arenholz
The INTERSECT Open Federated Architecture for the Laboratory of the Future. SMC (2022)
Suhas Somnath, Rama K. Vasudevan, Stephen Jesse, Sergei V. Kalinin, Nageswara S. V. Rao, Christopher Brumgard, Feiyi Wang, Olga Kuchar, Arjun Shankar, Ben Mintz, Elke Arenholz, J. Robert Michael, Sarp Oral
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery. SMC (2021)
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
Enabling discovery data science through cross-facility workflows. IEEE BigData (2021)
Benjamín Hernández, Suhas Somnath, Junqi Yin, Hao Lu, Joe Eaton, Peter Entschev, John Kirkham, Zahra Ronaghi
Performance Evaluation of Python Based Data Analytics Frameworks in Summit: Early Experiences. SMC (2020)
Dale Stansberry, Suhas Somnath, Jessica Breet, Gregory Shutt, Mallikarjun Shankar
DataFed: Towards Reproducible Research via Federated Data Management. CoRR (2020)
M. P. Oxley, Junqi Yin, N. Borodinov, Suhas Somnath, Maxim A. Ziatdinov, Andrew R. Lupini, Stephen Jesse, Rama K. Vasudevan, Sergei V. Kalinin
Deep learning of interface structures from simulated 4D STEM data: cation intermixing vs. roughening. Mach. Learn. Sci. Technol. 1 (4) (2020)
Dale Stansberry, Suhas Somnath, Gregory Shutt, Mallikarjun Shankar
A Systemic Approach to Facilitating Reproducibility via Federated, End-to-End Data Management. SMC (2020)
Eric J. Lingerfelt, Alex Belianinov, Eirik Endeve, O. Ovchinnikov, Suhas Somnath, Jose M. Borreguero, N. Grodowitz, B. Park, Richard K. Archibald, Christopher T. Symons, S. V. Kalinin, O. E. Bronson Messer, Mallikarjun Shankar, Stephen Jesse
BEAM: A Computational Workflow System for Managing and Modeling Material Characterization Data in HPC Environments. ICCS (2016)