Igor Rychlik
Professor at
Chalmers, Mathematical Sciences, Applied Mathematics and Statistics
Research areas: Spatial statistics, stochastic geometry and imaging; Reliability of engineering systemsMy primary research interests involve engineering applications of the theory of stochastic processes, especially in safety analysis of structures interacting with the environment, for example through wind pressure, ocean waves or temperature variations. Physical problems often leads to statistical questions that can be extracted and studied independently. My theoretical studies are centred on the description of local properties (wave characteristics) of smooth random processes and fields.
Source: chalmers.se
Projects
2012–2017
Modeling environmental loads and structural responses
Igor Rychlik
Applied Mathematics and Statistics
Wengang Mao
Marine Structures and Hydrodynamics
Jonas Ringsberg
Marine Structures and Hydrodynamics
Swedish Research Council (VR)
2011–2016
Optimized vehicles based on customer usage
Igor Rychlik
Applied Mathematics and Statistics
VINNOVA
2013–2018
Stochastics for big data and big systems - bridging local and global
Holger Rootzen
Applied Mathematics and Statistics
Bernt Wennberg
Mathematical Sciences
Rebecka Jörnsten
Applied Mathematics and Statistics
Igor Rychlik
Applied Mathematics and Statistics
Sergey Zuev
Applied Mathematics and Statistics
Johan Jonasson
Analysis and Probability Theory
Johan Wästlund
Analysis and Probability Theory
Jeffrey Steif
Analysis and Probability Theory
Olle Häggström
Applied Mathematics and Statistics
Robert Berman
Algebra and geometry
Aila Särkkä
Applied Mathematics and Statistics
Knut and Alice Wallenberg Foundation
2011–2014
Virtual Measurement Campaign for Trucks - Road Roughness
Igor Rychlik
Applied Mathematics and Statistics
Fraunhofer-Gesellschaft Zur
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Publications
2017
Laplace distribution models for road topography and roughness
Pär Johannesson, Krzysztof Podgorski, Igor Rychlik et al
Int. J. Vehicle Performance. Vol. 3 (3), p. 224-258
Scientific journal article - peer reviewed
2017
Estimation of Weibull distribution for wind speeds along ship routes
Wengang Mao, Igor Rychlik,
Journal of Engineering for the Maritime Environment. Vol. 231 (2), p. 464-480
Scientific journal article - peer reviewed
2016
Distributions of spatial wave size for random fields
Podgorski Krzysztof, Igor Rychlik,
2nd International Conference on Event-Based Control, Communication, and Signal Processing (EBCCSP), Krakow, POLAND, JUN 13-15, 2016 , p. 1-8
Conference paper - peer reviewed
2016
Distributions at random events
Krzysztof Podgorski, Igor Rychlik,
2016 2ND INTERNATIONAL CONFERENCE ON EVENT-BASED CONTROL, COMMUNICATION, AND SIGNAL PROCESSING (EBCCSP), p. 1-8
Conference paper - peer reviewed
2016
Statistical models for the speed prediction of a container ship
Wengang Mao, Igor Rychlik, Jonas Wallin et al
Ocean Engineering. Vol. 126, p. 152-162
Scientific journal article - peer reviewed
2016
Spatial size of waves
Krzysztof Podgorski, Igor Rychlik,
Marine Structures. Vol. 50, p. 55 - 71
Scientific journal article - peer reviewed
2016
Sea state conditions for marine structures' analysis and model tests
E. M. Bitner-Gregersen, S. Dong, T. Fu et al
Ocean Engineering. Vol. 119, p. 309-322
Scientific journal article - peer reviewed
2016
Modelling roughness of road profiles on parallel tracks using roughness indicators
Pär Johannesson, Krzysztof Podgorski, Igor Rychlik et al
International Journal of Vehicle Design. Vol. 70 (2), p. 183-210
Scientific journal article - peer reviewed
2016
AR(1) time series with autoregressive gamma variance for road topography modeling
Pär Johannesson, Podgorski Krzysztof, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 43, p. 106-116
Scientific journal article - peer reviewed
2016
The Laplace multi-axial response model for fatigue analysis
Karlsson Johan, Podgorski Krzysztof, Igor Rychlik et al
International Journal of Fatigue. Vol. 85, p. 11-17
Scientific journal article - peer reviewed
2015
Slepian noise approach for Gaussian and Laplace moving average processes
Krys Podgorski, Igor Rychlik, Jonas Wallin et al
Extremes. Vol. 18 (4), p. 665-695
Scientific journal article - peer reviewed
2015
Spatio-temporal model for wind speed variability
Igor Rychlik,
Annales de l'I.S.U.P.. Vol. 59 (1-2), p. 25-56
Scientific journal article - peer reviewed
2015
Modeling extreme loads acting on steering components using driving events
Roza Maghsood, Igor Rychlik, Jonas Wallin et al
Probabilistic Engineering Mechanics. Vol. 41, p. 13-20
Scientific journal article - peer reviewed
2015
Load description and damage evaluation using vehicle independent driving events
Roza Maghsood, Igor Rychlik, P. Johannesson et al
Procedia Engineering. International Conference on Material and Component Performance under Variable Amplitude Loading, VAL 2015, Prague, Czech Republic, 23-26 March 2015. Vol. 101 (C), p. 268-276
Conference paper - peer reviewed
2014
Probabilistic Model for Wind Speed Variability Encountered by a Vessel
Igor Rychlik, Wengang Mao,
Natural Resources. Vol. 5 (13), p. 837-855
Scientific journal article - peer reviewed
2014
Laplace model for multi-axial responses in fatigue analysis of a cultivator frame
Johan Karlsson, Podgorski Krzysztof, Igor Rychlik et al
Proceedings of the 3rd International Commercial Vehicle Technology Symposium (CVT 2014) In Berns, K., Schneider, C., Dressler, K., Jörg, B., Kalmar, R., and Zolynski, G. (Eds.), Shaker Verlag, p. 141-150
Conference paper - peer reviewed
2014
Laplace models for describing road profiles
Pär Johannesson, Igor Rychlik,
Proceedings of the 3rd International Commercial Vehicle Technology Symposium (CVT 2014) In Berns, K., Schneider, C., Dressler, K., Jörg, B., Kalmar, R., and Zolynski, G. (Eds.),, Shaker Verlag, p. 99-108
Conference paper - peer reviewed
2014
Modelling of road profiles using roughness indicators
Pär Johannesson, Igor Rychlik,
International Journal of Vehicle Design. Vol. 66 (4), p. 317-346
Scientific journal article - peer reviewed
2014
Crack growth analysis in ship structures using spectral methods
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Proceedings of the 7th International Conference on Thin-Walled Structures (ICTWS2014) in Busan, Korea, 28th September - 2nd October, 2014, p. 9
Conference paper - peer reviewed
2014
Probabilistic model for wind speed variability encountered by a vessel
Igor Rychlik, Wengang Mao,
Preprint
2014
Recent developments of ocean environmental description with focus on uncertainties
E. M. Bitner-Gregersen, S. K. Bhattacharya, I. K. Chatjigeorgiou et al
Ocean Engineering. Vol. 86, p. 26-46
Scientific journal article - peer reviewed
2014
Estimation of fatigue damage of steering components using vehicle independent load model
Roza Maghsood, Igor Rychlik,
Preprint
2014
Uncertainties in blade flutter damage prediction under random gust
S. Venkatesh, S. Sarkar, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 36, p. 45-55
Scientific journal article - peer reviewed
2014
Slepian models for moving averages driven by a non-Gaussian noise
K. Podgórski, Igor Rychlik, J. Wallin et al
Preprint
2014
Modelling roughness of road profiles on parallel tracks using roughness indicators
Pär Johannesson, Krzysztof Podgórski, Igor Rychlik et al
Preprint
2014
A model of significant wave height for reliability assessment of a ship
Krzysztof Podgorski, Igor Rychlik,
Journal of Marine Systems. Vol. 130, p. 109-123
Scientific journal article - peer reviewed
2013
Analysis of a fluid structure interaction system under random gust
S. Venkatesh, S. Sarkar, Igor Rychlik et al
Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013, p. 5651-5656
Conference paper - peer reviewed
2013
Laplace processes for describing road profiles.
Pär Johanesson, Igor Rychlik,
Procedia Engineering (5th International Conference on Fatigue Design, Fatigue Design 2013). Vol. 66, p. 464-473
Conference paper - peer reviewed
2013
Fatigue Cycle Counting
Igor Rychlik,
Encyclopedia of Tribology. Edited by Q. Jane Wang, Yip-Wah Chung., p. 1032-1041
Chapter in monograph, book
2013
Crossing Statistics of Quadratic Transformations of LMA Processes
J. Jith, Sayan Gupta, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 33, p. 9-17
Scientific journal article - peer reviewed
2013
Laplace moving average model for multi-axial responses applied to fatigue analysis of a cultivator
Mats Kvarnström, Krzysztof Podgorski, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 34, p. 12-25
Scientific journal article - peer reviewed
2013
Note on modelling of fatigue damage rates for non-Gaussian stresses.
Igor Rychlik,
Fatigue & Fracture of Engineering Materials & Structures. Vol. 36 (8), p. 750-759
Scientific journal article - peer reviewed
2013
Uncertainties in damage prediction of wind turbine blade under random gust
S. Venkatesh, Sunetra Sarkar, Igor Rychlik et al
Preprint
2013
Notes on the Prediction of Extreme Ship Response
Wengang Mao, Igor Rychlik,
Journal of Offshore Mechanics and Arctic Engineering. Vol. 135 (2)
Scientific journal article - peer reviewed
2013
Multivariate generalized Laplace distribution and related random fields
T. J. Kozubowski, K. Podgorski, Igor Rychlik et al
Journal of Multivariate Analysis. Vol. 113 (Special Issue: SI), p. 59-72
Scientific journal article - peer reviewed
2012
COMMITTEE I.1 ENVIRONMENT
W. Fricke, R. Bronsart (Eds.), Igor Rychlik,
18th International Ship and Offshore Structures Congress (ISSC 2012)}
Conference paper - peer reviewed
2012
Local maxima in quadratic LMA processes
J. Jith, S. Gupta, Igor Rychlik et al
Proceedings of 11th ASCE Conference. 11th ASCE Joint Specialty Conference on Probabilistic Mechanics & Structural Reliability (EMI/PMC 2012), June 17-20 2012 Notre Dame, Indiana
Conference paper - peer reviewed
2012
Laplace moving average model for multi-axial responses in fatigue analysis of a cultivator
Mats Kvarnström, Krzysztof Podgorski, Igor Rychlik et al
Preprint
2012
A spatial-temporal model of significant wave height fields with application to reliability and damage assessment of a ship
Krzysztof Podgorski, Igor Rychlik,
Preprint
2012
Estimation of rainflow damages in container ships
Wengang Mao, Igor Rychlik,
Proceedings of the International Offshore and Polar Engineering Conference. 22nd International Offshore and Polar Engineering Conference, ISOPE-2012, Rhodes, 17-22 June 2012. Vol. 4, p. 688-694
Conference paper - peer reviewed
2012
Fatigue variation in ships due to the variability of environmental loads
Wengang Mao, Zhiyuan Li, Jonas Ringsberg et al
Proceedings of the ASME Thirty-first International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2012) in Rio de Janeiro, Brazil, July 1-6, 2012. Vol. 2, p. 145-154 (OMAE2012-83293)
Conference paper - peer reviewed
2012
Application of a ship-routeing fatigue model to case studies of 2800 TEU and 4400 TEU container vessels
Wengang Mao, Zhiyuan Li, Jonas Ringsberg et al
Proceedings of the Institution of Mechanical Engineers, Part M: Journal of Engineering for the Maritime Environment. Vol. 226 (3), p. 222-234
Scientific journal article - peer reviewed
2012
Models for road surface roughness
K. Bogsjo, K. Podgorski, Igor Rychlik et al
Vehicle System Dynamics. Vol. 50 (5), p. 725-747
Scientific journal article - peer reviewed
2012
What is the potential of using ship fatigue routing in terms of fatigue life extension?
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Proceedings of the Twentysecond International Offshore and Polar Engineering Conference (ISOPE2012) on Rhodes, Greece, June 17-22, 2012. Vol. 4, p. 681-687
Conference paper - peer reviewed
2012
Estimation of Extreme Ship Response
Wengang Mao, Igor Rychlik,
Journal of Ship Research. Vol. 56 (1), p. 23-34
Scientific journal article - peer reviewed
2012
Theoretical development and validation of a fatigue model for ship routing
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Ships and Offshore Structures. Vol. 7 (4), p. 399-415
Scientific journal article - peer reviewed
2011
Development of a fatigue model useful in ship routing design
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
The Society of Naval Architects and Marine Engineers (SNAME) - TRANSACTIONS. Vol. 118 (1), p. 497-511
Scientific journal article - peer reviewed
2011
On estimation of extreme ship response using upcrossing spectrum
Wengang Mao, Igor Rychlik,
Advances in Marine Structures - Proceedings of the 3rd International Conference on Marine Structures, MARSTRUCT 2011, Hamburg, 28 - 30 March 2011, p. 49-58
Conference paper - peer reviewed
2011
Assessment of full-scale measurements with regard to extreme hogging and sagging condition of container ships
Wengang Mao, Jonas Ringsberg, Zhiyuan Li et al
Proceedings of the ASME Thirtieth International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2011) in Rotterdam, the Netherlands, June 19-24, 2011. Vol. 2, p. 325-333 (OMAE2011-49456)
Conference paper - peer reviewed
2011
Dynamically evolving Gaussian spatial fields
Anastassia Baxevani, K. Podgorski, Igor Rychlik et al
Extremes. Vol. 14 (2), p. 223-251
Scientific journal article - peer reviewed
2011
Estimation of return values for significant wave height from satellite data
Igor Rychlik, J. Ryden, C. W. Anderson et al
Extremes. Vol. 14 (2), p. 167-186
Scientific journal article - peer reviewed
2011
Wiener chaos expansions for estimating rain-flow fatigue damage in randomly vibrating structures with uncertain parameters
S. Sarkar, S. Gupta, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 26 (2), p. 387-398
Scientific journal article - peer reviewed
2010
Approximation of crossing intensities for non linear responses subjected to non Gaussian loadings
Thomas Galtier, S. Gupta, Igor Rychlik et al
Proceedings of the ASME 29th International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2010) in Shanghai, China, June 6-11, 2010. Vol. 2, p. 109-121
Conference paper - peer reviewed
2010
Multivariate generalized Laplace distributions and related random fields
Tomasz J Kozubowski, Krzysztof Podgórski, Igor Rychlik et al
Preprint
2010
Crossings of Second-order Response Processes Subjected to LMA Loadings
Thomas Galtier, Sayan Gupta, Igor Rychlik et al
Journal of Probability and Statistics. Vol. 2010, p. article ID 752452 [22 pages]
Scientific journal article - peer reviewed
2010
Safety Index of Fatigue Failure for Ship Structure Details
Wengang Mao, Igor Rychlik, Gaute Storhaug et al
Journal of Ship Research. Vol. Vol. 54 (No, 3), p. pp. 197-208
Scientific journal article - peer reviewed
2010
Development of a fatigue model useful in ship routing design
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Journal of Ship Research. Vol. 54 (4), p. 281-293
Scientific journal article - peer reviewed
2010
Models for road surface roughness
Klas Bogsjö, Krzysztof Podgórski, Igor Rychlik et al
Preprint
2010
Efficient estimation of extreme ship responses using upcrossing spectrum
Wengang Mao, Igor Rychlik,
Preprint
2010
Estimation of wave loading induced fatigue accumulation and extreme response of a container ship in severe seas
Wengang Mao, Zhiyuan Li, Thomas Galtier et al
Proceedings of the ASME 29th International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2010) in Shanghai, China, June 6-11, 2010. Vol. 2, p. 133-141 (OMAE2010-20125)
Conference paper - peer reviewed
2010
The effect of whipping/springing on fatigue damage and extreme response of ship structures
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Proceedings of the ASME 29th International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2010) in Shanghai, China, June 6-11, 2010. Vol. 2, p. 123-131 (OMAE2010-20124)
Conference paper - peer reviewed
2010
Wiener chaos expansions for estimating rain-flow fatigue damage in randomly vibrating structures with uncertain parameters
Sunetra Sarkar, Sayan Gupta, Igor Rychlik et al
Preprint
2009
Spatio-temporal statistical modelling of significant wave height
Anastassia Baxevani, S. Caires, Igor Rychlik et al
Environmetrics. Vol. 20 (1), p. 14-31
Scientific journal article - peer reviewed
2009
Uncertainty of estimated damage for random loads
Klas Bogsjö, Igor Rychlik,
Proc. of Second Int. Conf. on Variable Amplitude Loading, Darmstad/Germany
Conference paper - peer reviewed
2009
Fatigue Damage Uncertainty
Anders Bengtsson, Klas Bogsjö, Igor Rychlik et al
Robust Design Methodology for Reliability, p. 151-171
Chapter in monograph, book
2009
Distribution of wave crests in non-Gaussian sea
Ronald W. Butler, Ulla Machado, Igor Rychlik et al
Applied Ocean Research. Vol. 31 (1), p. 57-64
Scientific journal article - peer reviewed
2009
Uncertainty of estimated rainflow damage for random loads
Bengtsson Anders, Klas Bogsjö, Igor Rychlik et al
Marine Structures. Vol. 22 (2), p. 261-274
Scientific journal article - peer reviewed
2009
Vehicle fatigue damage caused by road irregularities
Klas Bogsjö, Igor Rychlik,
Fatigue & Fracture of Engineering Materials & Structures. Vol. 32 (5), p. 391-402
Scientific journal article - peer reviewed
2009
Uncertainty in fatigue life prediction of structures subject to Gaussian loads
Anders Bengtsson, Igor Rychlik,
Probabilistic Engineering Mechanics. Vol. 24 (2), p. 224-235
Scientific journal article - peer reviewed
2009
Fatigue damage assessment for a spectral model of non-Gaussian random loads
Sofia Åberg, Krys Podgorski, Igor Rychlik et al
Probabilistic Engineering Mechanics. Vol. 24 (4), p. 608-617
Scientific journal article - peer reviewed
2009
Note on the distribution of extreme wave crests
Anastassia Baxevani, Oskar Hagberg, Igor Rychlik et al
Preprint
2009
Crossings of second-order response processes subjected to LMA loadings
Thomas Galtier, Sayan Gupta, Igor Rychlik et al
Preprint
2009
Comparison between a fatigue model for voyage planning and measurements of a container vessel
Wengang Mao, Jonas Ringsberg, Igor Rychlik et al
Proceedings of the ASME Twenty-eighth International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2009) on Hawaii, USA, May 31 - June 5, 2009. Vol. 2, p. 173-180 (OMAE2009-79235)
Conference paper - peer reviewed
2009
Estimation of return values for significant wave height from satellite data
Igor Rychlik, Jesper Rydén, Clive Anderson et al
Preprint
2008
Envelope crossing distributions for Gaussian fields
Krzysztof Podgorski, Igor Rychlik,
Probabilistic Engineering Mechanics. Vol. 23 (4), p. 364-377
Scientific journal article - peer reviewed
2008
Safety Index of Fatigue Failure for Ship Structure Details
Wengang Mao, Igor Rychlik, G. Storhaug et al
Preprint
2008
Fatigue damage assessment for a spectral model of non-Gaussian random loads, Åberk, S. Podgorski, K. Rychlik; I.
Sofia Åberg, Igor Rychlik,
Preprint
2008
Safety Index of Fatigue Failure for Ship Structure Details , Mao, W. Rychlik, I. and Storhaug, G.
Igor Rychlik,
Preprint
2008
Uncertainty of Estimated Vehicle Damage for Random Loads, Klas Bogsö, Igor Rychlik
Igor Rychlik,
Preprint
2008
Dynamically Evolving Gaussian Spatial Fields
Anastassia Baxevani, Krzysztof Podgórski, Igor Rychlik et al
Preprint
2008
Palm distributions of wave characteristics in encountering seas
Sofia Åberg, Igor Rychlik, Ross Leadbetter et al
The Annals of Applied Probability. Vol. 18 (3), p. 1059-1084
Scientific journal article - peer reviewed
2008
Fatigue damage assessment for a spectral model of non-Gaussian random loads
Sofia Åberg, Krzysztof Podgórski, Igor Rychlik et al
Preprint
2008
Spatial models for the variability of the significant wave height on the world oceans
Anastassia Baxevani, Cedric Borgel, Igor Rychlik et al
International Journal of Offshore and Polar Engineering. Vol. 18 (1), p. 1-7
Scientific journal article - peer reviewed
2007
Rain-flow fatigue damage due to nonlinear combination of vector Gaussian loads
S. Gupta, Igor Rychlik,
Probabilistic Engineering Mechanics. Vol. 22 (3), p. 231-249
Scientific journal article - peer reviewed
2007
Fatigue life prediction for a vessel sailing the North Atlantic route
Anastassia Baxevani, Igor Rychlik,
Probabilistic Engineering Mechanics. Vol. 22, p. 159-169
Scientific journal article - peer reviewed
2007
Spatio-temporal modelling of significant wave height
Anastassia Baxevani, S. Caires, Igor Rychlik et al
Environmetrics. Vol. 19, p. 1-18
Scientific journal article - peer reviewed
2007
Palm distributions of wave characteristics in encountering seas
Sofia Åberg, Igor Rychlik,
Annals of Applied Probability
Scientific journal article - peer reviewed
2007
Doppler-shift approximations of encountered wave statistics
Sofia Åberg, Igor Rychlik,
Ocean Engineering. Vol. 34 (2300-2310)
Scientific journal article - peer reviewed
2007
Note on the intensity of encountered waves
Igor Rychlik, Sofia Åberg, Ross Leadbetter et al
Ocean Engineering. Vol. 34, p. 1561-1568
Scientific journal article - peer reviewed
2007
Envelope Crossing Distributions for Gaussian Fields
Krzysztof Podgórski, Igor Rychlik,
Preprint
2006
Spatio-temporal Statistical Modelling of Significant Wave Height
Anastassia Baxevani, S. Caires, Igor Rychlik et al
Preprint
2006
Fatigue Life Prediction for a Vessel Sailing the North Atlantic Route
Anastassia Baxevani, Igor Rychlik,
Preprint
2006
Rain-flow Fatigue Damage due to Nonlinear Combination of Vector Gaussian Loads
Sayan Gupta, Igor Rychlik,
Preprint
2002
Distribution of wave crests in non-Gaussian sea
Ronald W. Butler, Ulla Machado, Igor Rychlik et al
Preprint
2002
Statistical properties of envelope field for Gaussian sea surface
Krzysztof Podgórski, Igor Rychlik,
Preprint
2002
Position and height of the global maximum of a twice differentiable stochastic process
Igor Rychlik, Eva Sjö,
Preprint
2002
How fast are the two-dimensional Gaussian waves?
Anastassia Baxevani, Krzysztof Podgórski, Igor Rychlik et al
Preprint