M. Schmelzer, MSc

Research Output

Research Output per year

2018 2020

• 3 Article
• 2 Chapter
• 2 Conference contribution

Research Output per year

Research Output per year

Search results

• 2020

  Stochastic turbulence modeling in RANS simulations via multilevel Monte Carlo

  Kumar, P., Schmelzer, M. & Dwight, R. P., 15 Apr 2020, In : Computers and Fluids. 201, 24 p., 104420.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Monte Carlo methods
  • Turbulence
  • Tensors
  • Navier Stokes equations
  • Viscosity
• 2019

  Discovery of Algebraic Reynolds-Stress Models Using Sparse Symbolic Regression

  Schmelzer, M., Dwight, R. P. & Cinnella, P., 2019, In : Flow, Turbulence and Combustion. 25 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  Open Access

  File

  • Reynolds stress
  • regression analysis
  • machine learning
  • Anisotropy
  • Machine learning
  6 Citations (Scopus)

  25 Downloads (Pure)
• 2018

  Bayesian predictions of reynolds-averaged navier–stokes uncertainties using maximum a posteriori estimates

  Edeling, W. N., Schmelzer, M., Dwight, R. P. & Cinnella, P., 1 Jan 2018, In : AIAA Journal. 56, 5, p. 2018-2029 12 p.

  Research output: Contribution to journal › Article › Scientific › peer-review

  • Uncertainty
  • Compressible flow
  • Probability distributions
  • Reynolds number
  • Calibration
  9 Citations (Scopus)