Ivan Tomov Dimov

Orcid: 0000-0003-4198-5830

Affiliations:
  • Bulgarian Academy of Sciences, Institute of Information and Communication Technologies, Department of Parallel Algorithms, Sofia, Bulgaria


According to our database1, Ivan Tomov Dimov authored at least 149 papers between 1994 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Cutting-Edge Monte Carlo Framework: Novel "Walk on Equations" Algorithm for Linear Algebraic Systems.
Axioms, January, 2024

2023
A Super-Convergent Stochastic Method Based on the Sobol Sequence for Multidimensional Sensitivity Analysis in Environmental Protection.
Axioms, February, 2023

A Stochastic Optimization Technique for UNI-DEM framework.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

Sensitivity Study of a Large-scale Air Pollution Model on the Bulgarian Petascale Supercomputer Discoverer.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023

2022
An unbiased Monte Carlo method to solve linear Volterra equations of the second kind.
Neural Comput. Appl., 2022

Sensitivity analysis of the concentration transport estimation in a turbulent flow.
Monte Carlo Methods Appl., 2022

A study of highly efficient stochastic sequences for multidimensional sensitivity analysis.
Monte Carlo Methods Appl., 2022

Advanced Methods and Algorithms to Study the High Pollutant Concentrations in Europe.
Proceedings of the Recent Advances in Computational Optimization - Selected Papers from the WCO 2022, 2022

Application of Methaeuristics for Agricultural System Modelling.
Proceedings of the Recent Advances in Computational Optimization - Selected Papers from the WCO 2022, 2022

Advanced Stochastic Approaches for Applied Computing in Environmental Modeling.
Proceedings of the Parallel Processing and Applied Mathematics, 2022

Optimized Stochastic Approaches Based on Sobol Quasirandom Sequences for Fredholm Integral Equations of the Second Kind.
Proceedings of the Numerical Methods and Applications - 10th International Conference, 2022

Sensitivity Analysis of an Air Pollution Model with Using Innovative Monte Carlo Methods in Calculating Multidimensional Integrals.
Proceedings of the Numerical Methods and Applications - 10th International Conference, 2022

An Optimized Monte Carlo Approach for Multidimensional Integrals Related to Intelligent Systems.
Proceedings of the Communication Papers of the 17th Conference on Computer Science and Intelligence Systems, 2022

Agricultural System Modelling with Ant Colony Optimization.
Proceedings of the 17th Conference on Computer Science and Intelligence Systems, 2022

2021
Advanced stochastic approaches for Sobol' sensitivity indices evaluation.
Neural Comput. Appl., 2021

A global random walk on grid algorithm for second order elliptic equations.
Monte Carlo Methods Appl., 2021

Running an Atmospheric Chemistry Scheme from a Large Air Pollution Model by Using Advanced Versions of the Richardson Extrapolation.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021

Multidimensional Sensitivity Analysis of an Air Pollution Model Based on Modifications of the van der Corput Sequence.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021

Advanced Stochastic Approaches Based on Optimization of Lattice Sequences for Large-Scale Finance Problems.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021

Sensitivity Study of Large-Scale Air Pollution Model Based on Modifications of the Latin Hypercube Sampling Method.
Proceedings of the Large-Scale Scientific Computing - 13th International Conference, 2021

Highly Efficient Stochastic Approaches for Computation of Multiple Integrals for European Options.
Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Optimized stochastic methods for sensitivity analysis for large-scale air pollution model.
Proceedings of the Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems, 2021

An Optimized Technique for Wigner Kernel Estimation.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

Optimized lattice rule and adaptive approach for multidimensional integrals with applications.
Proceedings of the Position and Communication Papers of the 16th Conference on Computer Science and Intelligence Systems, 2021

Optimized stochastic approach for integral equations.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

An Optimized Stochastic Techniques related to Option Pricing.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

Optimized Method based on Lattice Sequences for Multidimensional Integrals in Neural Networks.
Proceedings of the 16th Conference on Computer Science and Intelligence Systems, 2021

2020
High-accuracy numerical methods for a parabolic system in air pollution modeling.
Neural Comput. Appl., 2020

Adaptive Monte Carlo algorithm for Wigner kernel evaluation.
Neural Comput. Appl., 2020

Probabilistic analysis of the Single Particle Wigner Monte-Carlo method.
Math. Comput. Simul., 2020

Explicit Runge-Kutta Methods Combined with Advanced Versions of the Richardson Extrapolation.
Comput. Methods Appl. Math., 2020

Sensitivity Study of a Large-Scale Air Pollution Model by Using Optimized Stochastic Algorithm.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Optimized Quasi-Monte Carlo Method Based on Low Discrepancy Sequences for Sensitivity Analysis in Air Pollution Modelling.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Advanced Stochastic Approaches for Multidimensional Integrals in Neural Networks.
Proceedings of the Recent Advances in Computational Optimization, 2020

A New Optimized Adaptive Approach for Estimation of the Wigner Kernel.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

Improved Stochastic Approaches for Evaluation of the Wigner Kernel.
Proceedings of the Recent Advances in Computational Optimization, 2020

Optimized Quasi-Monte Carlo Methods Based on Van der Corput Sequence for Sensitivity Analysis in Air Pollution Modelling.
Proceedings of the Recent Advances in Computational Optimization, 2020

Sensitivity Study of a Large-Scale Air Pollution Model by Using Optimized Latin Hyprecube Sampling.
Proceedings of the Recent Advances in Computational Optimization, 2020

Expansions on Quadrature Formulas and Numerical Solutions of Ordinary Differential Equations.
Proceedings of the Recent Advances in Computational Optimization, 2020

An Optimization on Quadrature Formulas and Numerical Solutions of Ordinary Differential Equations.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

A New Optimized Stochastic Approach for Multiple Integrals in Option Pricing.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

An Optimal Monte Carlo Algorithm for a Class of Multidimensional Integrals.
Proceedings of the Communication Papers of the 2020 Federated Conference on Computer Science and Information Systems, 2020

A New Optimized Stochastic Approach for Multidimensional Integrals in Machine Learning.
Proceedings of the 2020 Federated Conference on Computer Science and Information Systems, 2020

A Numerical Study on Optimal Monte Carlo Algorithm for Multidimensional Integrals.
Proceedings of the Recent Advances in Computational Optimization, 2020

2019
A new unbiased stochastic algorithm for solving linear Fredholm equations of the second kind.
Adv. Comput. Math., 2019

Studying the Influence of Climate Changes on European Ozone Levels.
Proceedings of the Large-Scale Scientific Computing - 12th International Conference, 2019

Efficient Stochastic Approaches for Multidimensional Integrals in Bayesian Statistics.
Proceedings of the Large-Scale Scientific Computing - 12th International Conference, 2019

Efficient Stochastic Algorithms for the Sensitivity Analysis Problem in the Air Pollution Modelling.
Proceedings of the Large-Scale Scientific Computing - 12th International Conference, 2019

Advanced Quasi-Monte Carlo Algorithms for Multidimensional Integrals in Air Pollution Modelling.
Proceedings of the Advances in High Performance Computing, 2019

Second Order Shifted Approximations for the First Derivative.
Proceedings of the Advances in High Performance Computing, 2019

Sensitivity Studies of an Air Pollution Model by Using Efficient Stochastic Algorithms for Multidimensional Numerical Integration.
Proceedings of the Advances in High Performance Computing, 2019

2018
A genetic approach to automatic neural network architecture optimization.
Neural Comput. Appl., 2018

Stochastic analysis of surface roughness models in quantum wires.
Comput. Phys. Commun., 2018

Sensitivity Analysis of an Air Pollution Model by Using Quasi-Monte Carlo Algorithms for Multidimensional Numerical Integration.
Proceedings of the Numerical Methods and Applications - 9th International Conference, 2018

Numerical Analysis of a Pollution and Environment Interaction Model.
Proceedings of the Numerical Methods and Applications - 9th International Conference, 2018

A New Monte Carlo Algorithm for Linear Algebraic Systems Based on the "Walk on Equations" Algorithm.
Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

Absolute Stability and Implementation of the Two-Times Repeated Richardson Extrapolation Together with Explicit Runge-Kutta Methods.
Proceedings of the Finite Difference Methods. Theory and Applications, 2018

Stability Properties of Repeated Richardson Extrapolation Applied Together with Some Implicit Runge-Kutta Methods.
Proceedings of the Finite Difference Methods. Theory and Applications, 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. Comput. Appl. Math., 2017

Stability of the Richardson Extrapolation combined with some implicit Runge-Kutta methods.
J. Comput. Appl. Math., 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. Comput. Appl. Math., 2016

On the Wigner Monte Carlo method coupled to pseudopotential models.
J. Comput. Appl. Math., 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.
Math. Comput. Simul., 2015

On the simulation of indistinguishable fermions in the many-body Wigner formalism.
J. Comput. Phys., 2015

A sensitivity study of the Wigner Monte Carlo method.
J. Comput. Appl. Math., 2015

Molecular descriptors and quasi-distribution functions.
Comput. Math. Appl., 2015

Preparing input data for sensitivity analysis of an air pollution model by using high-performance supercomputers and algorithms.
Comput. Math. Appl., 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 Methods Appl., 2014

The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations.
J. Comput. Phys., 2014

A Wigner Monte Carlo approach to density functional theory.
J. Comput. Phys., 2014

The Wigner-Boltzmann Monte Carlo method applied to electron transport in the presence of a single dopant.
Comput. Phys. Commun., 2014

Studying absolute stability properties of the Richardson Extrapolation combined with explicit Runge-Kutta methods.
Comput. Math. Appl., 2014

Application of Richardson extrapolation for multi-dimensional advection equations.
Comput. Math. Appl., 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.
Comput. Math. Appl., 2013

Advanced algorithms for multidimensional sensitivity studies of large-scale air pollution models based on Sobol sequences.
Comput. Math. Appl., 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.
Reliab. Eng. Syst. Saf., 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.
Math. Comput. Simul., 2010

Studying the sensitivity of pollutants' concentrations caused by variations of chemical rates.
J. Comput. Appl. Math., 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 Gener. Comput. Syst., 2008

Monte Carlo methods for matrix computations on the grid.
Future Gener. Comput. 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.
Int. J. Parallel Emergent Distributed Syst., 2007

Mixed initial-boundary value problem in particle modeling of microelectronic devices.
Monte Carlo Methods 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

Optimal Monte Carlo Algorithms.
Proceedings of the 2006 IEEE John Vincent Atanasoff International Symposium on Modern Computing (JVA2006), 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
Operator splitting and commutativity analysis in the Danish Eulerian Model.
Math. Comput. Simul., 2004

Parallel Quasi-Monte Carlo Methods for Linear Algebra Problems.
Monte Carlo Methods 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
Green's function Monte Carlo algorithms for elliptic problems.
Math. Comput. Simul., 2003

A new weighted Monte Carlo algorithm for elastic electron backscattering from surfaces.
Math. Comput. Simul., 2003

Parallel Monte Carlo algorithms for information retrieval.
Math. Comput. Simul., 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 Methods 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 Methods 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
Monte Carlo Algorithms for Elliptic Differential Equations. Data Parallel Functional Approach.
Parallel Algorithms Appl., 1996

Coupling the Advection and the Chemical Parts of Large Air Pollution Models.
Proceedings of the Applied Parallel Computing, 1996

Iterative Monte Carlo Algorithms for Linear Algebra Problems.
Proceedings of the Numerical Analysis and Its Applications, First International Workshop, 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

1994
Systolic Matrix Inversion Using a Monte Carlo Method.
Parallel Algorithms Appl., 1994


  Loading...