Computers & Mathematics with Applications, Volume 149

Volume 149, November 2023

Special Section on Scientific Machine Learning: Blending of traditional mechanistic modeling with machine learning methodologies

• 
  Ludovica Cicci, Stefania Fresca, Mengwu Guo, Andrea Manzoni, Paolo Zunino:
  Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. 1-23

Regular Articles

• 
  Kyungrok Lee, Jung-Il Choi, Jungho Yoon:
  Improving the third-order WENO schemes by using exponential polynomial space with a locally optimized shape parameter. 24-37
• 
  Zhihui Zhao, Hong Li:
  Numerical study of two-dimensional Burgers' equation by using a continuous Galerkin method. 38-48
• 
  Stefan A. Sauter:
  The inf-sup constant for hp-Crouzeix-Raviart triangular elements. 49-70
• 
  Jinghong Liu, Qiyong Li, Zhiguang Xiong, Qiding Zhu:
  L^∞- and L²-norms superconvergence of the tetrahedral quadratic finite element. 71-74
• 
  Angelo Pasquale, Sebastian Rodriguez, Khanh Nguyen, Amine Ammar, Francisco Chinesta:
  A time multiscale decomposition in cyclic elasto-plasticity. 75-83
• 
  Tatiana Kravetc:
  Blending spline surfaces over polygon mesh and their application to isogeometric analysis. 84-98
• 
  Jing Wen, Zhangxing Chen, Yinnian He:
  The analogue of grad-div stabilization in DG method for a coupled Stokes and Darcy problem. 99-114

Special Section on Scientific Machine Learning: Blending of traditional mechanistic modeling with machine learning methodologies

• 
  Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza:
  A two-stage deep learning architecture for model reduction of parametric time-dependent problems. 115-127

Regular Articles

• 
  Pari J. Kundaliya, Sudhakar Chaudhary:
  Symmetric fractional order reduction method with L1 scheme on graded mesh for time fractional nonlocal diffusion-wave equation of Kirchhoff type. 128-134

Special Section on 8th International Conference on Advanced Computational Methods in Engineering (ACOMEN 2022)

• 
  Raphael Schoof, G. Fabian Castelli, Willy Dörfler:
  Simulation of the deformation for cycling chemo-mechanically coupled battery active particles with mechanical constraints. 135-149

Regular Articles

• 
  Mustafa Almushaira, Yan-Fei Jing:
  Efficient energy-preserving finite difference schemes for the Klein-Gordon-Schrödinger equations. 150-170
• 
  Abdelkrim Chakib, Ibrahim Khalil:
  A new numerical approach for solving shape optimization fourth-order spectral problems among convex domains. 171-189
• 
  Dan Qin, Kai Fu, Dong Liang:
  Positivity preserving temporal second-order spatial fourth-order conservative characteristic methods for convection dominated diffusion equations. 190-202

R-Badged Articles

• 
  Yue Wang, Fuzheng Gao, Jintao Cui:
  Superconvergence of the lowest-order weak Galerkin finite element method for elliptic interface problems. 203-210
• 
  Hui Bi, Mengyuan Zhang:
  Stability analysis and error estimates of implicit Runge-Kutta local discontinuous Galerkin methods for linear bi-harmonic equation. 211-220

Special Section on Innovative discretizations of PDEs: towards an accurate representation of the reality

• 
  Thomas Führer, Pablo Herrera, Norbert Heuer:
  A DPG method for the quad-curl problem. 221-238
• 
  Raghu Bollapragada, Cem Karamanli, Brendan Keith, Boyan Lazarov, Socratis Petrides, Jingyi Wang:
  An adaptive sampling augmented Lagrangian method for stochastic optimization with deterministic constraints. 239-258