Pinned Repositories
dcomex-framework
The DComEX Framework
IncorporatingPhysicalConstraints
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems
Physics-aware_MOR
Physics-aware, probabilistic model order reduction with guaranteed stability
Physics-enhanced_NN_SmallData
Physics-enhanced Neural Networks in the Small Data Regime
Semi-supervised_Invertible_Neural_Operators
Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems
CUP2D
High-fidelity Navier-Stokes solver for incompressible flows around obstacles with distributed block-structured adaptively refined grids.
dcomex-framework
The DComEX Framework
dcomex-prototype
PhysicalConstraints_ProbabilisticCG
Incorporating physical constraints in a (deep) probabilistic machine learning framework for coarse-graining dynamical systems
Semi-supervised_Invertible_Neural_Operators
Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems
SebastianKaltenbach's Repositories
SebastianKaltenbach/PhysicalConstraints_ProbabilisticCG
Incorporating physical constraints in a (deep) probabilistic machine learning framework for coarse-graining dynamical systems
SebastianKaltenbach/CUP2D
High-fidelity Navier-Stokes solver for incompressible flows around obstacles with distributed block-structured adaptively refined grids.
SebastianKaltenbach/dcomex-framework
The DComEX Framework
SebastianKaltenbach/dcomex-prototype
SebastianKaltenbach/Semi-supervised_Invertible_Neural_Operators
Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems