Dilina Perera
Dilina Perera
Senior Lecturer, Department of Physics, University of Colombo
Verified email at phys.cmb.ac.lk
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
462018
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
242016
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), 17D124, 2014
202014
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
182017
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
152018
Fractal nature of simulated lightning channels
MDN Perera, DUJ Sonnadara
Sri Lankan Journal of Physics 13 (2), 2013
142013
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
102020
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
92014
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
82017
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
52016
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
52016
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
32020
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
32020
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
32015
Atomistic simulations of magnetic models with coupled translational and spin degrees of freedom
DN Perera
University of Georgia, 2015
22015
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
12017
An answer checking method for quantum annealers
D Perera, MA Novotny
Journal of Physics: Conference Series 750 (1), 012005, 2016
12016
Replica-Exchange Wang—Landau Sampling: Pushing the Limits of Monte Carlo Simulations in Materials Sciences
D Perera, YW Li, M Eisenbach, T Vogel, DP Landau
TMS 2015 144th Annual Meeting & Exhibition, 811-818, 2015
12015
Seeking the spin-glass state in a field through windows
D Perera, AP Young, H Katzgraber
APS March Meeting Abstracts 2019, V38. 002, 2019
2019
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
2018
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