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Randomized derivative-free Milstein algorithm for efficient approximation of solutions of SDEs under noisy information

Journal of computational and applied mathematics, 2021-02, Vol.383, p.113112, Article 113112

2021

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Optimal pointwise approximation of SDE’s from inexact information

Journal of computational and applied mathematics, 2017-11, Vol.324, p.85-100

2017

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Approximation of solutions of DDEs under nonstandard assumptions via Euler scheme

Numerical algorithms, 2022-12, Vol.91 (4), p.1829-1854

2022

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Euler scheme for approximation of solution of nonlinear ODEs under inexact information

Applied numerical mathematics, 2023-11, Vol.193, p.226-241

2023

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Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs

Applied mathematics and computation, 2024-11, Vol.480, p.128906, Article 128906

2024

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Optimal approximation of stochastic integrals in analytic noise model

Applied mathematics and computation, 2019-09, Vol.356, p.74-91

2019

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Randomized Runge–Kutta method — Stability and convergence under inexact information

Journal of Complexity, 2021-08, Vol.65, p.101554, Article 101554

2021

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Complexity of approximating Hölder classes from information with varying Gaussian noise

Journal of Complexity, 2020-10, Vol.60, p.101497, Article 101497

2020

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Efficient GPU implementation of randomized SVD and its applications

Expert systems with applications, 2024-08, Vol.248, p.123462, Article 123462

2024

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A Comparative Study of Deterministic and Stochastic Models of Microstructure Evolution during Multi-Step Hot Deformation of Steels

Materials, 2023-04, Vol.16 (9), p.3316

2023

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Relative molecule self-attention transformer

Journal of cheminformatics, 2024-01, Vol.16 (1), p.3-3, Article 3

2024

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Accounting for random character of recrystallisation and uncertainty of process parameters in the modelling of phase transformations in steels

Canadian metallurgical quarterly, 2024-04, Vol.ahead-of-print (ahead-of-print), p.1-8

2024

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Hybrid modeling of a circulating fluidized bed boiler for development of a prediction and prescription system for power plant operation

Fuel (Guildford), 2024-06, Vol.365, p.131258, Article 131258

2024

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Strong approximation of solutions of stochastic differential equations with time-irregular coefficients via randomized Euler algorithm

Applied numerical mathematics, 2014-04, Vol.78, p.80-94

2014

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Inverse Problem in Stochastic Approach to Modelling of Microstructural Parameters in Metallic Materials during Processing

Mathematical problems in engineering, 2022-04, Vol.2022, p.1-15

2022

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Formulation, identification and validation of a stochastic internal variables model describing the evolution of metallic materials microstructure during hot forming

International journal of material forming, 2022-07, Vol.15 (4), Article 53

2022

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Stochastic model describing evolution of microstructural parameters during hot rolling of steel plates and strips

Archives of Civil and Mechanical Engineering, 2022-06, Vol.22 (3), p.139, Article 139

2022

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Metamodeling and Optimization of a Blister Copper Two-Stage Production Process

JOM (1989), 2016-06, Vol.68 (6), p.1535-1540

2016

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On Mathematical Aspects of Evolution of Dislocation Density in Metallic Materials

IEEE access, 2022, Vol.10, p.86793-86812

2022

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An attempt of optimization of zinc production line

Archives of Civil and Mechanical Engineering, 2018-09, Vol.18 (4), p.1116-1122

2018

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Validation of optimization strategies using the linear structured production chains

AIP Conference Proceedings, 2017, Vol.1836 (1)

2017

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Multi-criteria optimization strategies for tree-structured production chains

International journal of material forming, 2019-03, Vol.12 (2), p.185-196

2019

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Multi-criteria optimization strategies for production chains

MATEC Web of Conferences, 2016, Vol.80, p.10008

2016

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On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes

Artificial Intelligence and Soft Computing, p.411-419

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A machine learning-based simplified collision model for granular flows

Powder technology, 2024-08, Vol.444, p.120006, Article 120006

2024

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Randomized derivative-free Milstein algorithm for efficient approximation of solutions of SDEs under noisy information

Optimal pointwise approximation of SDE’s from inexact information

Approximation of solutions of DDEs under nonstandard assumptions via Euler scheme

Euler scheme for approximation of solution of nonlinear ODEs under inexact information

Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs

Optimal approximation of stochastic integrals in analytic noise model

Randomized Runge–Kutta method — Stability and convergence under inexact information

Complexity of approximating Hölder classes from information with varying Gaussian noise

Efficient GPU implementation of randomized SVD and its applications

A Comparative Study of Deterministic and Stochastic Models of Microstructure Evolution during Multi-Step Hot Deformation of Steels

Relative molecule self-attention transformer

Accounting for random character of recrystallisation and uncertainty of process parameters in the modelling of phase transformations in steels

Hybrid modeling of a circulating fluidized bed boiler for development of a prediction and prescription system for power plant operation

Strong approximation of solutions of stochastic differential equations with time-irregular coefficients via randomized Euler algorithm

Inverse Problem in Stochastic Approach to Modelling of Microstructural Parameters in Metallic Materials during Processing

Formulation, identification and validation of a stochastic internal variables model describing the evolution of metallic materials microstructure during hot forming

Stochastic model describing evolution of microstructural parameters during hot rolling of steel plates and strips

Metamodeling and Optimization of a Blister Copper Two-Stage Production Process

On Mathematical Aspects of Evolution of Dislocation Density in Metallic Materials

An attempt of optimization of zinc production line

Validation of optimization strategies using the linear structured production chains

Multi-criteria optimization strategies for tree-structured production chains

Multi-criteria optimization strategies for production chains

On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes

A machine learning-based simplified collision model for granular flows

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