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Higher-order spectral representation method: New algorithmic framework for simulating multi-dimensional non-Gaussian random physical fields
14 references·0 citing·31 second hop
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applications in wind velocity simulation (2012)A simple and efficient method…A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic process by a translation process (2011)A simple and efficient method…Critical review and latest developments of a class of simulation algorithms for strongly non-Gaussian random fields (2008)Critical review and latest de…An enhanced hybrid method for the simulation of highly skewed non-Gaussian stochastic fields (2005)An enhanced hybrid method for…Non-Gaussian Simulation: Cumulative Distribution Function Map-Based Spectral Correction (2003)Non-Gaussian Simulation: Cumu…Non-Gaussian simulation using Hermite polynomials expansion and maximum entropy principle (2003)Non-Gaussian simulation using…Non-Gaussian simulation using Hermite polynomial expansion: convergences and algorithms (2002)Non-Gaussian simulation using…Simulation of Multi-Dimensional Gaussian Stochastic Fields by Spectral Representation (1996)Simulation 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simulation based on a Hermite PDF model (2015)Digital Generation of Non‐Gaussian Stochastic Fields (1988)A novel method for the non-Gaussian wind pressure simulation based on autoregressive model and maximum entropy method (2024)Simulation of non-Gaussian wind field as a 3rd-order stochastic wave (2024)Improvements to and limitations of Latin hypercube sampling (1998)Simulation of Highly Skewed Non-Gaussian Stochastic Processes (2001)Random function based spectral representation of stationary and non-stationary stochastic processes (2016)Neumann Expansion for Stochastic Finite Element Analysis (1988)A GF-discrepancy for point selection in stochastic seismic response analysis of structures with uncertain parameters (2015)The Spectral Representation Method: A framework for simulation of stochastic processes, fields, and waves (2024)Probabilistic engineering mechanics (1993)Computational stochastic mechanics – recent advances (2001)Simulation of second-order processes using Karhunen–Loeve 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References

  • 1972Monte Carlo solution of structural dynamics629 cited
  • 1996Simulation of Multi-Dimensional Gaussian Stochastic Fields by Spectral Representation509 cited
  • 1995Applied non-Gaussian processes : examples, theory, simulation, linear random vibration, and MATLAB solutions288 cited
  • 2011A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic process by a translation process168 cited
  • 2002Non-Gaussian simulation using Hermite polynomial expansion: convergences and algorithms122 cited
  • 2008Critical review and latest developments of a class of simulation algorithms for strongly non-Gaussian random fields118 cited
  • 2003Non-Gaussian Simulation: Cumulative Distribution Function Map-Based Spectral Correction104 cited
  • 2012A simple and efficient methodology to approximate a general non-Gaussian stationary stochastic vector process by a translation process with applications in wind velocity simulation87 cited
  • 2022A novel eigenvalue-based iterative simulation method for multi-dimensional homogeneous non-Gaussian stochastic vector fields43 cited
  • 2003Non-Gaussian simulation using Hermite polynomials expansion and maximum entropy principle39 cited
  • 2005An enhanced hybrid method for the simulation of highly skewed non-Gaussian stochastic fields39 cited
  • 2023Simulation of 4th-order non-Gaussian random processes by higher-order spectral representation method29 cited
  • 20213rd-order Spectral Representation Method: Simulation of multi-dimensional random fields and ergodic multi-variate random processes with fast Fourier transform implementation

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  • 2012An exponential model for fast simulation of multivariate non-Gaussian processes with application to structural wind engineering14 cited
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