Ivan Tomov Dimov
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2018
A genetic approach to automatic neural network architecture optimization.
Neural Computing and Applications, 2018
Stochastic analysis of surface roughness models in quantum wires.
Computer Physics Communications, 2018
2017
On randomization of neural networks as a form of post-learning strategy.
Soft Comput., 2017
Numerical algorithms for scientific and engineering applications.
J. Computational Applied Mathematics, 2017
Stability of the Richardson Extrapolation combined with some implicit Runge-Kutta methods.
J. Computational Applied Mathematics, 2017
A neural network sensitivity analysis in the presence of random fluctuations.
Neurocomputing, 2017
Using Advanced Mathematical Tools in Complex Studies Related to Climate Changes and High Pollution Levels.
Proceedings of the Large-Scale Scientific Computing - 11th International Conference, 2017
Time Discretization/Linearization Approach Based on HOC Difference Schemes for Semilinear Parabolic Systems of Atmosphere Modelling.
Proceedings of the Large-Scale Scientific Computing - 11th International Conference, 2017
2016
Efficient numerical methods for large-scale scientific computations: Introduction.
J. Computational Applied Mathematics, 2016
On the Wigner Monte Carlo method coupled to pseudopotential models.
J. Computational Applied Mathematics, 2016
Latin Hypercube Sampling and Fibonacci Based Lattice Method Comparison for Computation of Multidimensional Integrals.
Proceedings of the Numerical Analysis and Its Applications - 6th International Conference, 2016
On the Performance, Scalability and Sensitivity Analysis of a Large Air Pollution Model.
Proceedings of the International Conference on Computational Science 2016, 2016
2015
A comparison of approaches for the solution of the Wigner equation.
Mathematics and Computers in Simulation, 2015
On the simulation of indistinguishable fermions in the many-body Wigner formalism.
J. Comput. Physics, 2015
A sensitivity study of the Wigner Monte Carlo method.
J. Computational Applied Mathematics, 2015
On randomization of neural networks as a form of post-learning strategy.
CoRR, 2015
Molecular descriptors and quasi-distribution functions.
Computers & Mathematics with Applications, 2015
Preparing input data for sensitivity analysis of an air pollution model by using high-performance supercomputers and algorithms.
Computers & Mathematics with Applications, 2015
Selecting Explicit Runge-Kutta Methods with Improved Stability Properties.
Proceedings of the Large-Scale Scientific Computing - 10th International Conference, 2015
A Splitting Numerical Method for Primary and Secondary Pollutant Models.
Proceedings of the Large-Scale Scientific Computing - 10th International Conference, 2015
2014
A benchmark study of the Wigner Monte Carlo method.
Monte Carlo Meth. and Appl., 2014
The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations.
J. Comput. Physics, 2014
A Wigner Monte Carlo approach to density functional theory.
J. Comput. Physics, 2014
The Wigner-Boltzmann Monte Carlo method applied to electron transport in the presence of a single dopant.
Computer Physics Communications, 2014
Studying absolute stability properties of the Richardson Extrapolation combined with explicit Runge-Kutta methods.
Computers & Mathematics with Applications, 2014
Application of Richardson extrapolation for multi-dimensional advection equations.
Computers & Mathematics with Applications, 2014
Sensitivity Analysis of Design Parameters for Silicon Diodes.
Proceedings of the Numerical Methods and Applications - 8th International Conference, 2014
Balancing of Systematic and Stochastic Errors in Monte Carlo Algorithms for Integral Equations.
Proceedings of the Numerical Methods and Applications - 8th International Conference, 2014
2013
Influence of climatic changes on pollution levels in the Balkan Peninsula.
Computers & Mathematics with Applications, 2013
Advanced algorithms for multidimensional sensitivity studies of large-scale air pollution models based on Sobol sequences.
Computers & Mathematics with Applications, 2013
Stability Properties of Explicit Runge-Kutta Methods Combined with Richardson Extrapolation.
Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013
The Role of Annihilation in a Wigner Monte Carlo Approach.
Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013
Stochastic Formulation of Newton's Acceleration.
Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013
2012
Monte Carlo sensitivity analysis of an Eulerian large-scale air pollution model.
Rel. Eng. & Sys. Safety, 2012
High Performance Computing of Data for a New Sensitivity Analysis Algorithm, Applied in an Air Pollution Model.
Proceedings of the Numerical Analysis and Its Applications - 5th International Conference, 2012
Variance-Based Sensitivity Analysis of the Unified Danish Eulerian Model According to Variations of Chemical Rates.
Proceedings of the Numerical Analysis and Its Applications - 5th International Conference, 2012
2011
Phonon-Induced Decoherence in Electron Evolution.
Proceedings of the Large-Scale Scientific Computing - 8th International Conference, 2011
Parallel Computation of Sensitivity Analysis Data for the Danish Eulerian Model.
Proceedings of the Large-Scale Scientific Computing - 8th International Conference, 2011
2010
Monte Carlo algorithms for evaluating Sobol' sensitivity indices.
Mathematics and Computers in Simulation, 2010
Studying the sensitivity of pollutants' concentrations caused by variations of chemical rates.
J. Computational Applied Mathematics, 2010
Richardson Extrapolated Numerical Methods for Treatment of One-Dimensional Advection Equations.
Proceedings of the Numerical Methods and Applications - 7th International Conference, 2010
Stochastic Algorithm for Solving the Wigner-Boltzmann Correction Equation.
Proceedings of the Numerical Methods and Applications - 7th International Conference, 2010
Monte Carlo Method for Numerical Integration Based on Sobol's Sequences.
Proceedings of the Numerical Methods and Applications - 7th International Conference, 2010
2009
Analysis of the Monte Carlo Image Creation by Uniform Separation.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009
Sensitivity Analysis of a Large-Scale Air Pollution Model: Numerical Aspects and a Highly Parallel Implementation.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009
Monte Carlo Adaptive Technique for Sensitivity Analysis of a Large-Scale Air Pollution Model.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009
2008
Special section: Applications of distributed and grid computing.
Future Generation Comp. Syst., 2008
Monte Carlo methods for matrix computations on the grid.
Future Generation Comp. Syst., 2008
Parallel Performance and Scalability Experiments with the Danish Eulerian Model on the EPCC Supercomputers.
Proceedings of the Numerical Analysis and Its Applications, 4th International Conference, 2008
Diaphony of Uniform Samples over Hemisphere and Sphere.
Proceedings of the Numerical Analysis and Its Applications, 4th International Conference, 2008
2007
Computational complexity of weighted splitting schemes on parallel computers.
IJPEDS, 2007
Mixed initial-boundary value problem in particle modeling of microelectronic devices.
Monte Carlo Meth. and Appl., 2007
A Collaborative Working Environment for a Large Scale Environmental Model.
Proceedings of the Large-Scale Scientific Computing, 6th International Conference, 2007
Modeling of Carrier Transport in Nanowires.
Proceedings of the Computational Science, 2007
Complexity of Monte Carlo Algorithms for a Class of Integral Equations.
Proceedings of the Computational Science, 2007
Monte Carlo Numerical Treatment of Large Linear Algebra Problems.
Proceedings of the Computational Science, 2007
2006
Parallel Monte Carlo Sampling Scheme for Sphere and Hemisphere.
Proceedings of the Numerical Methods and Applications, 6th International Conference, 2006
Parallel Monte Carlo Approach for Integration of the Rendering Equation.
Proceedings of the Numerical Methods and Applications, 6th International Conference, 2006
Exact Error Estimates and Optimal Randomized Algorithms for Integration.
Proceedings of the Numerical Methods and Applications, 6th International Conference, 2006
Comparison of the Computational Cost of a Monte Carlo and Deterministic Algorithm for Computing Bilinear Forms of Matrix Powers.
Proceedings of the Computational Science, 2006
Error Analysis of a Monte Carlo Algorithm for Computing Bilinear Forms of Matrix Powers.
Proceedings of the Computational Science, 2006
2005
Femtosecond Evolution of Spatially Inhomogeneous Carrier Excitations Part II: Stochastic Approach and Grid Implementation.
Proceedings of the Large-Scale Scientific Computing, 5th International Conference, 2005
Parallel Hybrid Monte Carlo Algorithms for Matrix Computations.
Proceedings of the Computational Science, 2005
2004
Parallel Quasi-Monte Carlo Methods for Linear Algebra Problems.
Monte Carlo Meth. and Appl., 2004
Parallel Implementation and One Year Experiments with the Danish Eulerian Model.
Proceedings of the Numerical Analysis and Its Applications, Third International Conference, 2004
A Monte Carlo Approach for the Cook-Torrance Model.
Proceedings of the Numerical Analysis and Its Applications, Third International Conference, 2004
2003
A new weighted Monte Carlo algorithm for elastic electron backscattering from surfaces.
Mathematics and Computers in Simulation, 2003
A Parallel Monte Carlo Method for Electron Quantum Kinetic Equation.
Proceedings of the Large-Scale Scientific Computing, 4th International Conference, 2003
A New Quasi-Monte Carlo Algorithm for Numerical Integration of Smooth Functions.
Proceedings of the Large-Scale Scientific Computing, 4th International Conference, 2003
2002
A New Class of Grid-Free Monte Carlo Algorithms for Elliptic Boundary Value Problems.
Proceedings of the Numerical Methods and Applications, 5th International Conference, 2002
Monte Carlo and Quasi-Monte Carlo Algorithms for the Barker-Ferry Equation with Low Complexity.
Proceedings of the Numerical Methods and Applications, 5th International Conference, 2002
Parallel Importance Separation and Adaptive Monte Carlo Algorithms for Multiple Integrals.
Proceedings of the Numerical Methods and Applications, 5th International Conference, 2002
2001
A Backward Monte Carlo Method for Simulation of the Electron Quantum Kinetics in Semiconductors.
VLSI Design, 2001
A Quasi-Monte Carlo Method for Integration with Improved Convergence.
Proceedings of the Large-Scale Scientific Computing, Third International Conference, 2001
An Improved Monte Carlo Algorithm for Elastic Electron Backscattering from Surfaces.
Proceedings of the Large-Scale Scientific Computing, Third International Conference, 2001
2000
Estimation of the Wheat Losses Caused by the Tropospheric Ozone in Bulgaria and Denmark.
Proceedings of the Numerical Analysis and Its Applications, 2000
A Grid Free Monte Carlo Algorithm for Solving Elliptic Boundary Value Problems.
Proceedings of the Numerical Analysis and Its Applications, 2000
1999
A new optimal Monte Carlo method for calculating integrals of smooth functions.
Monte Carlo Meth. and Appl., 1999
Economical Estimation of the Losses of Crops Due to High Ozone Levels.
Proceedings of the Large-Scale Scientific Computation for Engineering and Environmental Problems, 1999
1998
Parallel computations of eigenvalues based on a Monte Carlo approach.
Monte Carlo Meth. and Appl., 1998
Implementation of Monte Carlo Algorithms for Eigenvalue Problem Using MPI.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 1998
1997
Testing the Sensitivity of Air Pollution Levels to Variations of Some Chemical Rate Constants.
Proceedings of the Large-Scale Scientific Computation for Engineering and Environmental Problems, 1997
Long-Range Transport of Air Pollutants and Source-Receptor Relation.
Proceedings of the Large-Scale Scientific Computation for Engineering and Environmental Problems, 1997
1996
Coupling the Advection and the Chemical Parts of Large Air Pollution Models.
Proceedings of the Applied Parallel Computing, 1996
Treatment of Large Air Pollution Models.
Proceedings of the Numerical Analysis and Its Applications, First International Workshop, 1996
1995
Parallel Computations with Large Atmospheric Models.
Proceedings of the Applied Parallel Computing, 1995
Three-Dimensional Version of the Danish Eulerian Model.
Proceedings of the Applied Parallel Computing, 1995