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ORCIDSuhas Somnath
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2020 – today
- 2023
[c7]Christian Engelmann
, Suhas Somnath:
Science Use Case Design Patterns for Autonomous Experiments. EuroPLoP 2023: 26:1-26:14- 2022
- [c6]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: 173-190 - 2021
- [c5]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: 3671-3680 - [c4]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, Sarp Oral:
Building an Integrated Ecosystem of Computational and Observational Facilities to Accelerate Scientific Discovery. SMC 2021: 58-75 - 2020
- [j1]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): 04 (2020) - [c3]Dale Stansberry, Suhas Somnath, Gregory Shutt, Mallikarjun Shankar:
A Systemic Approach to Facilitating Reproducibility via Federated, End-to-End Data Management. SMC 2020: 83-98 - [c2]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: 366-380 - [i1]Dale Stansberry, Suhas Somnath, Jessica Breet, Gregory Shutt, Mallikarjun Shankar:
DataFed: Towards Reproducible Research via Federated Data Management. CoRR abs/2004.03710 (2020)
2010 – 2019
- 2016
- [c1]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, Mallikarjun Shankar, Stephen Jesse:
BEAM: A Computational Workflow System for Managing and Modeling Material Characterization Data in HPC Environments. ICCS 2016: 2276-2280
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