Buchfink, Patrick
- Symplectic Model Reduction of Hamiltonian Systems on Nonlinear Manifolds
2021/12/20 by Patrick Buchfink, Silke Glas, Buchfink, Patrick +3 · 10 citations
Engineering · Physics and Astronomy · #34C20 #37J25 #37M15 #37N30 #65P10 #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems
- Model reduction on manifolds: A differential geometric framework
2023/12/04 by Patrick Buchfink, Silke Glas, Buchfink, Patrick +5 · 7 citations
Mathematics · Physics and Astronomy · #34A26 #34C20 #37C05 #37N30 #65P10 #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds
2023/05/24 by Harsh Sharma, Sharma, Harsh, Hongliang Mu +9 · 6 citations
Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Approximation Bounds for Model Reduction on Polynomially Mapped Manifolds
2023/12/01 by Patrick Buchfink, Buchfink, Patrick, Silke Glas +3 · 1 citation
Engineering · Physics and Astronomy · #41A45 #41A46 #41A65 #65L70 #65M15 #65N15 #Control Systems and Identification #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Real-time simulation and control systems
- Greedy Kernel Methods for Approximating Breakthrough Curves for Reactive Flow from 3D Porous Geometry Data
2024/05/29 by Robin Herkert, Herkert, Robin, Patrick Buchfink +9 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #Computer Graphics and Visualization Techniques #Enhanced Oil Recovery Techniques #FOS: Mathematics #Geological Modeling and Analysis #Numerical Analysis (math.NA)