| An evaluation of the performance of Restricted Boltzmann Machines as a model for anomaly network intrusion detection T Aldwairi, D Perera, MA Novotny Computer Networks 144, 111-119, 2018 | 126 | 2018 |
| Reinventing atomistic magnetic simulations with spin-orbit coupling D Perera, M Eisenbach, DM Nicholson, GM Stocks, DP Landau Physical Review B 93 (6), 060402, 2016 | 48 | 2016 |
| Collective dynamics in atomistic models with coupled translational and spin degrees of freedom D Perera, DM Nicholson, M Eisenbach, GM Stocks, DP Landau Physical Review B 95 (1), 014431, 2017 | 38 | 2017 |
| From near to eternity: spin-glass planting, tiling puzzles, and constraint-satisfaction problems F Hamze, DC Jacob, AJ Ochoa, D Perera, W Wang, HG Katzgraber Physical Review E 97 (4), 043303, 2018 | 28 | 2018 |
| Phonon-magnon interactions in body centered cubic iron: A combined molecular and spin dynamics study D Perera, DP Landau, DM Nicholson, G Malcolm Stocks, M Eisenbach, ... Journal of Applied Physics 115 (17), 2014 | 27 | 2014 |
| Computational hardness of spin-glass problems with tile-planted solutions D Perera, F Hamze, J Raymond, M Weigel, HG Katzgraber Physical Review E 101 (2), 023316, 2020 | 23 | 2020 |
| Chook--A comprehensive suite for generating binary optimization problems with planted solutions D Perera, I Akpabio, F Hamze, S Mandra, N Rose, M Aramon, ... arXiv preprint arXiv:2005.14344, 2020 | 21 | 2020 |
| Determination of the lowest-energy states for the model distribution of trained restricted Boltzmann machines using a 1000 Qubit D-Wave 2X quantum computer Y Koshka, D Perera, S Hall, MA Novotny Neural Computation 29 (7), 1815-1837, 2017 | 18 | 2017 |
| Fractal nature of simulated lightning channels MDN Perera, DUJ Sonnadara Sri Lankan Journal of Physics 13 (2), 9-25, 2013 | 17 | 2013 |
| Combined molecular dynamics-spin dynamics simulations of bcc iron D Perera, DP Landau, DM Nicholson, GM Stocks, M Eisenbach, J Yin, ... Journal of Physics: Conference Series 487 (1), 012007, 2014 | 11 | 2014 |
| Empirical investigation of the low temperature energy function of the Restricted Boltzmann Machine using a 1000 qubit D-Wave 2X Y Koshka, D Perera, S Hall, MA Novotny 2016 International Joint Conference on Neural Networks (IJCNN), 1948-1954, 2016 | 8 | 2016 |
| Measuring the impact of accurate feature selection on the performance of RBM in comparison to state of the art machine learning algorithms T Aldwairi, D Perera, MA Novotny Electronics 9 (7), 1167, 2020 | 7 | 2020 |
| Combined molecular and spin dynamics simulation of bcc iron with lattice vacancies M Mudrick, M Eisenbach, D Perera, GM Stocks, DP Landau Journal of Physics: Conference Series 921 (1), 012007, 2017 | 7 | 2017 |
| Magnetic phase transition in coupled spin-lattice systems: A replica-exchange Wang-Landau study D Perera, T Vogel, DP Landau Physical Review E 94 (4), 043308, 2016 | 7 | 2016 |
| Magnetic materials at finite temperatures: Thermodynamics and combined spin and molecular dynamics derived from first principles calculations M Eisenbach, D Perera, DP Landau, DM Nicholson, J Yin, G Brown Journal of Physics: Conference Series 640 (1), 012019, 2015 | 7 | 2015 |
| Supervised and unsupervised machine learning of structural phases of polymers adsorbed to nanowires Q Parker, D Perera, YW Li, T Vogel Physical Review E 105 (3), 035304, 2022 | 5 | 2022 |
| Atomistic simulations of magnetic models with coupled translational and spin degrees of freedom DN Perera University of Georgia, 2015 | 4 | 2015 |
| An Investigation of the Role of Feature Selection on the Classification Performance of Machine Learning Algorithms T Aldwairi, D Perera, MA Novotny Proceedings of the 33rd International Conference on Computers and Their …, 2018 | 3 | 2018 |
| An answer checking method for quantum annealers D Perera, MA Novotny Journal of Physics: Conference Series 750 (1), 012005, 2016 | 3 | 2016 |
| Combined Molecular and Spin Dynamics Simulation of BCC Iron with Vacancy Defects M Mudrick, M Eisenbach, D Perera, DP Landau arXiv preprint arXiv:1803.02468, 2018 | 1 | 2018 |
