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ResearcherID: J-1677-2012
SciProfiles: 1095118
Scopus Author ID: 8380161400

Keywords

Bayesian statistics, Statistical signal processing, Probabilistic machine learning, predictive contr

Countries

Czech Republic

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Employment (3)

Czech Technical University: Prague, CZ

2018-10-01 to present (Computer Science)
Employment
Source: Self-asserted source
Vaclav Smidl

Regional Innovation Center for Electrical Engineering: Pilsen, CZ

2010 to present | senior researcher
Employment
Source: Self-asserted source
Vaclav Smidl

Institute of Information Theory and Automation: Prague, CZ

2001 to present | researcher
Employment
Source: Self-asserted source
Vaclav Smidl

Education and qualifications (2)

Trinity College Dublin: Dublin, IE

2001 to 2004 | PhD
Education
Source: Self-asserted source
Vaclav Smidl

University of west bohemia: Pilsen, CZ

1995 to 1999
Education
Source: Self-asserted source
Vaclav Smidl

Works (50 of 93)

Items per page:
Page 1 of 2

Inverse modeling of 137Cs during Chernobyl 2020 wildfires without the first guess

Atmospheric Pollution Research
2025-04 | Journal article
DOI: 10.1016/j.apr.2025.102419
Contributors: Ondřej Tichý; Nikolaos Evangeliou; Anna Selivanova; Václav Šmídl
Source: check_circle
Crossref

Atmospheric microplastics emissions estimation and uncertainty quantification using Gibbs sampler

2025-03-18 | Preprint
DOI: 10.5194/egusphere-egu25-11924
Contributors: Ondřej Tichý; Václav Košík; Václav Šmídl; Nikolaos Evangeliou
Source: check_circle
Crossref

Estimation of Spatial-temporal Source Term of Chernobyl Wildfires using Deep Neural Network Prior

2025-03-18 | Preprint
DOI: 10.5194/egusphere-egu25-11939
Contributors: Vaclav Smidl; Antonie Brozova; Ondrej Tichy; Nikolaos Evangeliou
Source: check_circle
Crossref

Estimation of spatio-temporal source of microplastics using Bayesian Neural networks

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-5960
Contributors: Antonie Brožová; Václav Šmídl; Ondřej Tichý; Nikolaos Evangeliou
Source: check_circle
Crossref

Estimation of unknown source term based on radioxenon observations with the presence of background signal

2025-01-20 | Preprint
DOI: 10.5194/egusphere-egu24-3075
Contributors: Ondřej Tichý; Václav Šmídl; Václav Mácha; Jolanta Kuśmierczyk-Michulec; Wolfgang Sommerer; Anne Tipka
Source: check_circle
Crossref

Malicious Internet Entity Detection Using Local Graph Inference

IEEE Transactions on Information Forensics and Security
2024 | Journal article
DOI: 10.1109/TIFS.2024.3360867
Contributors: Šimon Mandlík; Tomáš Pevný; Václav Šmídl; Lukáš Bajer
Source: check_circle
Crossref

Expectation-Maximization Algorithm for Identification of Mesh-Based Compartment Thermal Model of Power Modules

Heat Transfer Engineering
2024-07-19 | Journal article
DOI: 10.1080/01457632.2023.2241174
Contributors: Jakub Ševčík; Václav Šmídl; Ondřej Straka
Source: check_circle
Crossref

Hygrothermal Degradation of Epoxy Electrical Insulating Material—Testing and Mathematical Modeling

Polymers
2024-07-16 | Journal article
DOI: 10.3390/polym16142026
Contributors: Jan Leffler; Jan Kaska; Petr Kadlec; Pavel Prosr; Vaclav Smidl; Pavel Trnka
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Time-Optimal Current Control of Synchronous Motor Drives

Actuators
2022-12-29 | Journal article
DOI: 10.3390/act12010015
Contributors: Václav Šmídl; Antonín Glac; Zdeněk Peroutka
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

General framework for binary classification on top samples

Optimization Methods and Software
2022-09-03 | Journal article
DOI: 10.1080/10556788.2021.1965601
Contributors: L. Adam; V. Mácha; V. Šmídl; T. Pevný
Source: check_circle
Crossref

Comparison of Anomaly Detectors: Context Matters

IEEE Transactions on Neural Networks and Learning Systems
2022-06 | Journal article
DOI: 10.1109/TNNLS.2021.3116269
Contributors: Vít Škvára; Jan Francå; Matěj Zorek; Tomáš Pevný; Václav Šmídl
Source: check_circle
Crossref

Deep Learning Methods for Speed Estimation of Bipedal Motion from Wearable IMU Sensors

Sensors
2022-05-19 | Journal article
DOI: 10.3390/s22103865
Contributors: Josef Justa; Václav Šmídl; Aleš Hamáček
Source: check_circle
Crossref

Maximizing power utilization of dual converter using predictive control with steady state cost

IET Power Electronics
2021-10 | Journal article
DOI: 10.1049/pel2.12174
Contributors: Martin Votava; Vaclav Smidl; Zdenek Peroutka; Tomas Glasberger
Source: check_circle
Crossref

Dependence of IPMSM Motor Efficiency on Parameter Estimates

Sustainability
2021-08-19 | Journal article
DOI: 10.3390/su13169299
Contributors: Antonín Glac; Václav Šmídl; Zdeněk Peroutka; Christoph M. Hackl
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Constrained LQR Control of Dual Induction Motor Single Inverter Drive

IEEE Transactions on Industrial Electronics
2021-07 | Journal article
DOI: 10.1109/TIE.2020.2994885
Contributors: Stepan Janous; Jakub Talla; Vaclav Smidl; Zdenek Peroutka
Source: check_circle
Crossref

Real-time measurement of radionuclide concentrations and its impact on inverse modeling of 106Ru release in the fall of 2017

Atmospheric Measurement Techniques
2021-02-02 | Journal article
DOI: 10.5194/amt-14-803-2021
Contributors: Ondřej Tichý; Miroslav Hýža; Nikolaos Evangeliou; Václav Šmídl
Source: check_circle
Crossref

On the tuning of atmospheric inverse methods: comparisons with the European Tracer Experiment (ETEX) and Chernobyl datasets using the atmospheric transport model FLEXPART

Geoscientific Model Development
2020-12-01 | Journal article
DOI: 10.5194/gmd-13-5917-2020
Contributors: Ondřej Tichý; Lukáš Ulrych; Václav Šmídl; Nikolaos Evangeliou; Andreas Stohl
Source: check_circle
Crossref

Detection of Alfvén Eigenmodes on COMPASS with Generative Neural Networks

Fusion Science and Technology
2020-11-16 | Journal article
DOI: 10.1080/15361055.2020.1820805
Contributors: Vít Škvára; Václav Šmídl; Tomáš Pevný; Jakub Seidl; Aleš Havránek; David Tskhakaya
Source: check_circle
Crossref

Real-time measurement of radionuclide concentrations and its impact on inverse modeling of 106Ru release in the fall of 2017

2020-09-08 | Preprint
DOI: 10.5194/amt-2020-205
Contributors: Ondřej Tichý; Miroslav Hýža; Václav Šmídl
Source: check_circle
Crossref

Supplementary material to "Real-time measurement of radionuclide concentrations and its impact on inverse modeling of 106Ru release in the fall of 2017"

2020-09-08 | Preprint
DOI: 10.5194/amt-2020-205-supplement
Contributors: Ondřej Tichý; Miroslav Hýža; Václav Šmídl
Source: check_circle
Crossref

Predictive Control of IM Drive Acoustic Noise

IEEE Transactions on Industrial Electronics
2020-07 | Journal article
DOI: 10.1109/TIE.2019.2934087
Contributors: Michal Kroneisl; Vaclav Smidl; Zdenek Peroutka; Martin Janda
Source: check_circle
Crossref

Least Squares Method for Identification of IGBT Thermal Impedance Networks Using Direct Temperature Measurements

Energies
2020-07-21 | Journal article
DOI: 10.3390/en13143749
Contributors: Humphrey Mokom Njawah Achiri; Vaclav Smidl; Zdenek Peroutka; Lubos Streit
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Fast AHRS Filter for Accelerometer, Magnetometer, and Gyroscope Combination with Separated Sensor Corrections

Sensors
2020-07-09 | Journal article
DOI: 10.3390/s20143824
Contributors: Josef Justa; Václav Šmídl; Aleš Hamáček
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

On tuning of atmospheric inverse methods: Comparison on ETEX and Chernobyl datasets using FLEXPART v8.1 and v10.3

2020-06-29 | Preprint
DOI: 10.5194/gmd-2020-121
Contributors: Ondřej Tichý; Lukáš Ulrych; Václav Šmídl; Nikolaos Evangeliou; Andreas Stohl
Source: check_circle
Crossref

Bayesian Non-Negative Matrix Factorization With Adaptive Sparsity and Smoothness Prior

IEEE Signal Processing Letters
2019-03 | Journal article
DOI: 10.1109/LSP.2019.2897230
Contributors: Ondrej Tichy; Lenka Bodiova; Vaclav Smidl
Source: check_circle
Crossref

Adaptive Speed Control of Induction Motor Drive With Inaccurate Model

IEEE Transactions on Industrial Electronics
2018-11 | Journal article
DOI: 10.1109/TIE.2018.2811362
Contributors: Jakub Talla; Viet Quoc Leu; Vaclav Smidl; Zdenek Peroutka
Source: check_circle
Crossref

Self-Sensing Control of Wound Rotor Synchronous Motor Drive for Mine Hoist

IEEE Transactions on Industrial Electronics
2018-03 | Journal article
DOI: 10.1109/TIE.2017.2740818
Contributors: David Uzel; Zdenek Peroutka; Vaclav Smidl; Tomas Kosan; Karel Zeman
Source: check_circle
Crossref

Direct Speed Control of a PMSM Drive Using SDRE and Convex Constrained Optimization

IEEE Transactions on Industrial Electronics
2018-01 | Journal article
DOI: 10.1109/TIE.2017.2723872
Contributors: Vaclav Smidl; Stepan Janous; Lukas Adam; Zdenek Peroutka
Source: check_circle
Crossref

Bayesian inverse modeling and source location of an unintended 131I release in Europe in the fall of 2011

Atmospheric Chemistry and Physics
2017-10-25 | Journal article
DOI: 10.5194/acp-17-12677-2017
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Kateřina Šindelářová; Miroslav Hýža; Andreas Stohl
Source: check_circle
Crossref

Bayesian inverse modeling and source location of an unintended I-131 release in Europe in the fall of 2011

2017-03-16 | Preprint
DOI: 10.5194/acp-2017-206
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Kateřina Šindelářová; Miroslav Hýža; Andreas Stohl
Source: check_circle
Crossref

Supplementary material to "Bayesian inverse modeling and source location of an unintended I-131 release in Europe in the fall of 2011"

2017-03-16 | Preprint
DOI: 10.5194/acp-2017-206-supplement
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Kateřina Šindelářová; Miroslav Hýža; Andreas Stohl
Source: check_circle
Crossref

LS-APC v1.0: a tuning-free method for the linear inverse problem and its application to source-term determination

Geoscientific Model Development
2016-11-25 | Journal article
DOI: 10.5194/gmd-9-4297-2016
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Andreas Stohl
Source: check_circle
Crossref

A tuning-free method for the linear inverse problem and its application to source term determination

2016-03-17 | Preprint
DOI: 10.5194/gmd-2016-5
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Andreas Stohl
Source: check_circle
Crossref

Supplementary material to "A tuning-free method for the linear inverse problem and its application to source term determination"

2016-03-17 | Preprint
DOI: 10.5194/gmd-2016-5-supplement
Contributors: Ondřej Tichý; Václav Šmídl; Radek Hofman; Andreas Stohl
Source: check_circle
Crossref

Bayesian Blind Separation and Deconvolution of Dynamic Image Sequences Using Sparsity Priors

Ieee Transactions on Medical Imaging
2015 | Journal article
DOI: 10.1109/TMI.2014.2352791
WOSUID:

WOS:000346975900024
Contributors: Tichy, Ondrej; Smidl, Vaclav
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Bayesian Blind Source Separation with Unknown Prior Covariance

Latent Variable Analysis and Signal Separation, Lva/ica 2015
2015 | Book chapter
DOI: 10.1007/978-3-319-22482-4_41
WOSUID:

WOS:000363785500041
Contributors: Tichy, Ondrej; Smidl, Vaclav; Vincent, E; Yeredor, A; Koldovsky, Z; Tichavsky, P
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Duality-Based Nonlinear Quadratic Control: Application to Mobile Robot Trajectory-Following

Ieee Transactions on Control Systems Technology
2015 | Journal article
DOI: 10.1109/TCST.2014.2377631
WOSUID:

WOS:000356523600019
Contributors: Armesto, Leopoldo; Girbes, Vicent; Sala, Antonio; Zima, Miroslav; Smidl, Vaclav
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Estimation of Input Function from Dynamic PET Brain Data Using Bayesian Blind Source Separation

Computer Science and Information Systems
2015 | Journal article
DOI: 10.2298/CSIS141201051T
WOSUID:

WOS:000366127000008
Contributors: Tichy, Ondrej; Smidl, Vaclav
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Improved Stability of DC Catenary Fed Traction Drives Using Two-Stage Predictive Control

Ieee Transactions on Industrial Electronics
2015 | Journal article
DOI: 10.1109/TIE.2015.2392718
WOSUID:

WOS:000352706000053
Contributors: Smidl, Vaclav; Janous, Stepan; Peroutka, Zdenek
Source: Self-asserted source
Vaclav Smidl via ResearcherID

On-line Model Structure Selection for Estimation of Plasma Boundary in a Tokamak

12th European Workshop on Advanced Control and Diagnosis (Acd 2015)
2015 | Book chapter
DOI: 10.1088/1742-6596/659/1/012010
WOSUID:

WOS:000368103000010
Contributors: Skvara, Vit; Smidl, Vaclav; Urban, Jakub; IOP
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Efficient Sequential Monte Carlo Sampling for Continuous Monitoring of a Radiation Situation

Technometrics
2014 | Journal article
WOSUID:

CCC:000346192000011
Contributors: Smidl, Vaclav; Hofman, Radek
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Estimator comparison for Resolver Motivated Sensor less Rotor Position Estimation of Wound Rotor Synchronous Motors

2014 16th European Conference on Power Electronics and Applications (Epe'14-Ecce Europe)
2014 | Book chapter
WOSUID:

WOS:000361460002018
Contributors: Uzel, David; Smidl, Vaclav; Peroutka, Zdenek; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Evaluation of detection abilities of monitoring networks using multiple assessment criteria

International Journal of Environment and Pollution
2014 | Journal article
DOI: 10.1504/IJEP.2014.065913
WOSUID:

WOS:000347645900015
Contributors: Hofman, Radek; Pecha, Petr; Smidl, Vaclav
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Extending Horizon of Finite Control Set MPC of PMSM Drive with Input LC Filter using LQ Lookahead

40th Annual Conference of the Ieee Industrial Electronics Society (Iecon 2014)
2014 | Book chapter
WOSUID:

WOS:000369916400081
Contributors: Smidl, Vaclav; Janous, Stepan; Peroutka, Zdenek; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Kinetic Modeling of the Dynamic PET Brain Data Using Blind Source Separation Methods

2014 7th International Conference on Biomedical Engineering and Informatics (Bmei 2014)
2014 | Journal article
WOSUID:

WOS:000366592800064
Contributors: Tichy, Ondrej; Smidl, Vaclav
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Model-based extraction of input and organ functions in dynamic medical imaging

Computational Vision and Medical Image Processing Iv
2014 | Journal article
WOSUID:

WOS:000338331400013
Contributors: Tichy, Ondrej; Smidl, Vaclav; Samal, Martin; Tavares, JMRS; Jorge, RMN
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Reduced-order Kalman Filter in Phase Coordinates for IPMSM with Higher Flux Harmonics

40th Annual Conference of the Ieee Industrial Electronics Society (Iecon 2014)
2014 | Book chapter
WOSUID:

WOS:000369916400117
Contributors: Uzel, David; Smidl, Vaclav; Peroutka, Zdenek; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID

Start-stop System for a City Bus Based on Model Predictive Control

40th Annual Conference of the Ieee Industrial Electronics Society (Iecon 2014)
2014 | Book chapter
WOSUID:

WOS:000369916403127
Contributors: Dudek, Radim; Smidl, Vaclav; Peroutka, Zdenek; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID

UNDERSTANDING IMAGE PRIORS IN BLIND DECONVOLUTION

2014 Ieee International Conference on Image Processing (Icip)
2014 | Book chapter
WOSUID:

WOS:000370063604133
Contributors: Sroubek, Filip; Smidl, Vaclav; Kotera, Jan; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID

y Sensorless permanent magnet synchronous drive with DTC based on high frequency injections

40th Annual Conference of the Ieee Industrial Electronics Society (Iecon 2014)
2014 | Book chapter
WOSUID:

WOS:000369916400121
Contributors: Glasberger, Tomas; Muzikova, Vendula; Smidl, Vaclav; Peroutka, Zdenek; IEEE
Source: Self-asserted source
Vaclav Smidl via ResearcherID
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