Bobby G. Sumpter

Publication Activity (10 Years)

Years Active: 1993-2023
Publications (10 Years): 7

Top Topics

Electron Microscopy

Biologically Plausible

Ensemble Learning

Top Venues

J. Comput. Phys.

J. Comput. Chem.

Int. J. High Perform. Comput. Appl.

Publications

Jeffrey S. Vetter, Prasanna Date, Farah Fahim, Shruti R. Kulkarni, Petro Maksymovych, A. Alec Talin, Marc González Tallada, Pruek Vanna-Iampikul, Aaron R. Young, David Brooks, Yu Cao, Gu-Yeon Wei, Sung Kyu Lim, Frank Liu, Matthew J. Marinella, Bobby G. Sumpter, Narasinga Rao Miniskar
Abisko: Deep codesign of an architecture for spiking neural networks using novel neuromorphic materials. Int. J. High Perform. Comput. Appl. 37 (3-4) (2023)
Ayana Ghosh, Bobby G. Sumpter, Ondrej Dyck, Sergei V. Kalinin, Maxim A. Ziatdinov
Ensemble learning and iterative training (ELIT) machine learning: applications towards uncertainty quantification and automated experiment in atom-resolved microscopy. CoRR (2021)
Victor Fung, Jiaxin Zhang, Guoxiang Hu, Panchapakesan Ganesh, Bobby G. Sumpter
Inverse design of two-dimensional materials with invertible neural networks. CoRR (2021)
Sergei V. Kalinin, Maxim A. Ziatdinov, Jacob D. Hinkle, Stephen Jesse, Ayana Ghosh, Kyle P. Kelley, Andrew R. Lupini, Bobby G. Sumpter, Rama K. Vasudevan
Automated and Autonomous Experiment in Electron and Scanning Probe Microscopy. CoRR (2021)
Tao Yu, Florence Fabunmi, Jingsong Huang, Bobby G. Sumpter, Jacek Jakowski
A fast scheme to calculate electronic couplings between P3HT polymer units using diabatic orbitals for charge transfer dynamics simulations. J. Comput. Chem. 40 (2) (2019)
Vickie E. Lynch, Jose M. Borreguero, Debsindhu Bhowmik, Panchapakesan Ganesh, Bobby G. Sumpter, Thomas Proffen, Monojoy Goswami
An automated analysis workflow for optimization of force-field parameters using neutron scattering data. J. Comput. Phys. 340 (2017)
Travis S. Humble, M. Nance Ericson, Jacek Jakowski, Jingsong Huang, Charles L. Britton Jr., Franklin G. Curtis, Eugene F. Dumitrescu, Fahd A. Mohiyaddin, Bobby G. Sumpter
A Computational Workflow for Designing Silicon Donor Qubits. CoRR (2016)
C. David Sherrill, Bobby G. Sumpter, Mutasem O. Sinnokrot, Michael S. Marshall, Edward G. Hohenstein, Ross C. Walker, Ian R. Gould
potential curves for prototypes of pi-pi, CH/pi, and SH/pi interactions. J. Comput. Chem. 30 (14) (2009)
Pamela L. Piotrowski, Bobby G. Sumpter, Heinrich V. Malling, John S. Wassom, Pinyi Lu, Robin A. Brothers, Gary A. Sega, Sheryl A. Martin, Morey Parang
A Toxicity Evaluation and Predictive System Based on Neural Networks and Wavelets. J. Chem. Inf. Model. 47 (2) (2007)
Chao Yang, Padma Raghavan, Lloyd Arrowood, Donald W. Noid, Bobby G. Sumpter, Robert E. Tuzun
Large-Scale Normal Coordinate Analysis on Distributed Memory Parallel Systems. Int. J. High Perform. Comput. Appl. 16 (4) (2002)
Chao Yang, Barry W. Peyton, Donald W. Noid, Bobby G. Sumpter, Robert E. Tuzun
Large-Scale Normal Coordinate Analysis for Molecular Structures. SIAM J. Sci. Comput. 23 (2) (2001)
Robert E. Tuzun, Donald W. Noid, Bobby G. Sumpter
Computation of internal coordinates, derivatives, and gradient expressions: torsion and improper torsion. J. Comput. Chem. 21 (7) (2000)
Robert E. Tuzun, Donald W. Noid, Bobby G. Sumpter
Treatment of multibody interactions in molecular simulations of systems with general bond networks. J. Comput. Chem. 18 (12) (1997)
Andrei A. Gakh, Elena G. Gakh, Bobby G. Sumpter, Donald W. Noid
Neural Network-Graph Theory Approach to the Prediction of the Physical Properties of Organic Compounds. J. Chem. Inf. Comput. Sci. 34 (4) (1994)
Bobby G. Sumpter, Raymond E. Guenther, Christian Halloy, Coral Getino, Donald W. Noid
Neural Network Simulations on Massively Parallel Computers: Applications in Chemical Physics. IWANN (1993)