Hybrid modeling design patterns
From MaRDI portal
Publication:6617841
DOI10.1186/S13362-024-00141-0zbMATH Open1548.65066MaRDI QIDQ6617841
Barbara Rakitsch, Stefan Kurz, Maja Rudolph
Publication date: 11 October 2024
Published in: Journal of Mathematics in Industry (Search for Journal in Brave)
Applications to the sciences (65Z05) Computer-aided design (modeling of curves and surfaces) (65D17) Numerical approximation of high-dimensional functions; sparse grids (65D40)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Title not available (Why is that?)
- Bagging predictors
- Asymptotic methods for relaxation oscillations and applications
- Exact imposition of boundary conditions with distance functions in physics-informed deep neural networks
- PDE-Net 2.0: learning PDEs from data with a numeric-symbolic hybrid deep network
- Physics-informed neural networks: a deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
- Data-driven computational mechanics
- Bayesian calibration of computer models. (With discussion)
- Machine learning. A probabilistic perspective
- Mathematical Models in Population Biology and Epidemiology
- Automated reverse engineering of nonlinear dynamical systems
- Augmenting physical models with deep networks for complex dynamics forecasting*
- The frontier of simulation-based inference
- Introduction to Digital Speech Processing
- Deep learning for physical processes: incorporating prior scientific knowledge
- Bayesian Filtering and Smoothing
- Mathematical Modeling
- Finite Elements
- A framework for machine learning of model error in dynamical systems
- Data-driven solvers for strongly nonlinear material response
This page was built for publication: Hybrid modeling design patterns
Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6617841)