Data Management, Model Reduction, Deep Neural Nets

  • R. Löhner, H. Antil, H.R. Tamaddon-Jahromi, N.K. Chakshu and P. Nithiarasu – Deep Learning or Interpolation for Inverse Modelling of Heat and Fluid Flow Problems ?; Int. J. Num. Meth. Heat and Fluid Flow (2020) https://doi.org/10.1108/HFF-11-2020-0684.
  • H. Antil, R. Khatri, R. Löhner and D. Verma – Fractional Deep Neural Network Via Constrained Optimization; arXiv:2004.00719 math.OC. Mach. Learn.: Sci. Technol. 2, 1 015003 https://dx.doi.org/10.1088/2632-2153/aba8e7