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Dilina Perera
Dilina Perera
Assistant Professor, Department of Physics and Astronomy, University of North Georgia
Verified email at ung.edu
Title
Cited by
Cited by
Year
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
1152018
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
452016
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
362017
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
272018
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
272014
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
192020
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
172020
Fractal nature of simulated lightning channels
MDN Perera, DUJ Sonnadara
Institute of Physics: Colombo, 2012
172012
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
152017
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
102014
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
72020
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
72017
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
72016
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
62016
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
52022
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
52015
Atomistic simulations of magnetic models with coupled translational and spin degrees of freedom
DN Perera
University of Georgia, 2015
42015
An Investigation of the Role of Feature Selection on the Classification Performance of Machine Learning Algorithms
T Aldwairi, HPC Collaboratory, D Perera, MA Novotny
Proceedings of the 33rd International Conference on Computers and Their …, 2018
32018
An answer checking method for quantum annealers
D Perera, MA Novotny
Journal of Physics: Conference Series 750 (1), 012005, 2016
32016
Benchmarking quantum annealers using symmetries in embedded subgraphs
D Perera, B Bhalgamiya, MA Novotny
arXiv preprint arXiv:1708.01026, 2017
12017
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Articles 1–20