Dr. Stephan Rave
Lecturer (Akademischer Rat)
Group Numerical Analysis and Scientific ComputingT: +49 251 83 35061
F: +49 251 83 32729
stephan.rave@wwu.de
F: +49 251 83 32729
stephan.rave@wwu.de
Main Research Interests
- Model order reduction
- Reduced basis methods
- Numerical multiscale and domain decomposition methods
- Nonlinear approximation of advection dominated PDEs
- Communication avoiding algorithms for distributed low-rank approximation
- Research software engineering
Current Projects
- MaRDI – Mathematical Research Data Initiative - TA2: Scientific Computing ( – )
Subproject in DFG-joint project hosted outside WWU: DFG - National Research Data Infrastructure | Project Number: NFDI 29 /1 - EXC 2044 - C4: Geometry-based modelling, approximation, and reduction ( – )
Subproject in DFG-joint project hosted at WWU: DFG - Cluster of Excellence | Project Number: EXC 2044/1
- MaRDI – Mathematical Research Data Initiative - TA2: Scientific Computing ( – )
Publications
- . . ‘An Online Efficient Two-Scale Reduced Basis Approach for the Localized Orthogonal Decomposition.’ SIAM Journal on Scientific Computing 45, No. 4. doi: 10.1137/21M1460016.
- . . ‘A Modeling Framework for Efficient Reduced Order Simulations of Parametrized Lithium-Ion Battery Cells.’ European Journal of Applied Mathematics 34, No. 3: 554–591. doi: 10.1017/S0956792522000353.
- . . ‘Localized Reduced Basis Additive Schwarz Methods.’ In Domain Decomposition Methods in Science and Engineering XXVI, edited by , 487–494. Cham: Springer International Publishing. doi: 10.1007/978-3-030-95025-5_52.
- . . ‘Nonlinear Model Order Reduction using Diffeomorphic Transformations of a Space-Time Domain.’ In MATHMOD 2022 - Discussion Contribution Volume, edited by , 57–58. Wien: ARGESIM Verlag. doi: 10.11128/arep.17.a17129.
- . „Die Mathematische Forschungsdateninitiative in der NFDI: MaRDI (Mathematical Research Data Initiative).“ GAMM Rundbrief 1/2022: 40–43.
- . . ‘Specification and Validation of Numerical Algorithms with the Gradual Contracts Pattern.’ In Testing Software and Systems, edited by , 181–188. Cham: Springer International Publishing.
- . . ‘Localized model reduction for parameterized problems.’ In Model Order Reduction: Volume 2 Snapshot-Based Methods and Algorithms, edited by , 245 – 306. doi: 10.1515/9783110671490-006.
- . . ‘Sustainable Research Software Hand-Over.’ Journal of Open Research Software 9, No. 1. doi: 10.5334/jors.307/.
- . . ‘Distributed model order reduction of a model for microtubule-based cell polarization using HAPOD.’ arXiv [math.NA] 2111.00129. [submitted / under review]
- . . ‘PSD-Greedy Basis Generation for Structure-Preserving Model Order Reduction of Hamiltonian Systems.’ Contributed to the ALGORITMY 2020, Vysoké Tatry.
- . . ‘An environment for sustainable research software in Germany and beyond: current state, open challenges, and call for action.’ F1000Research 9, No. 295. doi: 10.12688/f1000research.23224.1.
- . . ‘Model order reduction framework for problems with moving discontinuities.’ Contributed to the Proceedings of ENUMATH 2019, Egmond aan Zee. [online first]
- . . ‘A Non-stationary Thermal-Block Benchmark Model for Parametric Model Order Reduction.’ Contributed to the ENUMATH 2019, Graz. [accepted / in press (not yet published)]
- . . ‘Parametric model order reduction using pyMOR.’ Contributed to the MODRED 2019, Graz. [accepted / in press (not yet published)]
- . . ‘MULTIBAT: Unified workflow for fast electrochemical 3D simulations of lithium-ion cells combining virtual stochastic microstructures, electrochemical degradation models and model order reduction.’ Journal of Computational Science 31: 172–184. doi: 10.1016/j.jocs.2018.03.006.
- . . ‘Mass Conservative Reduced Order Modeling of a Free Boundary Osmotic Cell Swelling Problem.’ Advances in Computational Mathematics 45, No. 5: 2215–2239. doi: 10.1007/s10444-019-09691-z.
- . . ‘System-theoretic model order reduction with pyMOR.’ PAMM 19. doi: 10.1002/pamm.201900459.
- . . ‘Advances in Model Order Reduction for Large Scale or Multi-Scale Problems.’ Oberwolfach Reports 16, No. 3: 2510–2512. doi: 10.4171/OWR/2019/40.
- . . ‘A locally conservative reduced flux reconstruction for elliptic problems.’ In Special Issue: 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), edited by .: Wiley. doi: 10.1002/pamm.201900026.
- . . ‘Hierarchical Approximate Proper Orthogonal Decomposition.’ SIAM Journal on Scientific Computing 40, No. 5: A3267–A3292.
- . . ‘Model reduction for parameterized systems and inverse problems.’ Oberwolfach Reports 2018, No. 39: 2454–2457. doi: 10.4171/OWR/2018/39.
- . ‘HAPOD - Fast, Simple and Reliable Distributed POD Computation.’ contributed to the MATHMOD 2018- 9th Vienna International Conference on Mathematical Modelling, Vienna, . doi: 10.11128/arep.55.a55283.
- . . ‘True Error Control for the Localized Reduced Basis Method for Parabolic Problems.’ In Model Reduction of Parametrized Systems, edited by , 169–182. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8_11.
- . . ‘Localized Reduced Basis Approximation of a Nonlinear Finite Volume Battery Model with Resolved Electrode Geometry.’ In Model Reduction of Parametrized Systems, edited by , 201–212. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8_13.
- . . ‘ArbiLoMod: Local Solution Spaces by Random Training in Electrodynamics.’ In Model Reduction of Parametrized Systems, edited by , 137–148. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8_9.
- . . ‘ArbiLoMod, a Simulation Technique Designed for Arbitrary Local Modifications.’ SIAM Journal on Scientific Computing 39, No. 4: A1435–A1465. doi: 10.1137/15M1054213.
- . . ‘Fast Low-Rank Empirical Cross Gramians.’ PAMM 17, No. 1: 841–842. doi: 10.1002/pamm.201710388.
- . . ‘Model Reduction for Multiscale Lithium-Ion Battery Simulation.’ In Numerical Mathematics and Advanced Applications ENUMATH 2015, edited by , 317–331.: Springer. doi: 10.1007/978-3-319-39929-4_31.
- . . ‘pyMOR - Generic algorithms and interfaces for model order reduction.’ SIAM Journal on Scientific Computing 38, No. 5: S194–S216. doi: 10.1137/15M1026614.
- . . ‘Adaptive Localized Model Reduction.’ Oberwolfach Reports 13, No. 3: 2406–2409. doi: 10.4171/OWR/2016/42.
- . . ‘Reduced Basis Methods: Success, Limitations and Future Challenges.’ In roceedings of ALGORITMY 2016, 20th Conference on Scientific Computing, Vysoke Tatry, Podbanske, Slovakia, March 13-18, 2016, edited by , 1–12. Bratislava: Publishing House of Slovak University of Technology in Bratislava.
- . . ‘A Model Reduction Framework for Efficient Simulation of Li-Ion Batteries.’ In Finite Volumes for Complex Applications VII-Elliptic, Parabolic and Hyperbolic Problems, edited by , 695–702.: Springer. doi: 10.1007/978-3-319-05591-6_69.
- . . ‘A Numerically Stable A Posteriori Error Estimator for Reduced Basis Approximations of Elliptic Equations.’ In 11th World Congress on Computational Mechanics, WCCM 2014, 5th European Conference on Computational Mechanics, ECCM 2014 and 6th European Conference on Computational Fluid Dynamics, ECFD 2014, edited by , 4094–4102.: CIMNE, Barcelona.
- . . ‘Nonlinear reduced basis approximation of parameterized evolution equations via the method of freezing.’ C. R. Acad. Sci. Paris, Ser. I 351: 901–906. doi: 10.1016/j.crma.2013.10.028.
- . . On Finitely Summable K-Homology Dissertation thesis, Universität Münster.
Talks
2022-
pyMOR - Model Order Reduction with Python (talk)
CMTC / IVV NWZ Mini-Symposium Data Science Technologies, University of Münster – September 2022 -
Two-Scale Reduction of LOD Multiscale Models (talk)
Model Reduction and Surrogate Modeling (MORE) – September 2022
2021-
A Knowledge Graph of Numerical Algorithms (talk)
DMV-ÖMG Jahrestagung – September 2021 -
Model Order Reduction of Large-Scale Systems (talk)
IANS Seminar, University of Stuttgart – June 2021
2020-
Adaptive Reduced Basis Domain Decomposition Methods (talk)
DD26 - 26th International Domain Decomposition Conference – December 2020
2019-
Adaptive Localized Reduced Basis Methods (talk)
ENUMATH 2019 - European Numerical Mathematics and Advanced Applications Conference – October 2019 -
Reduced Order Modeling of a Free Boundary Osmotic Cell Swelling Problem with Mass Conservation (talk)
ENUMATH 2019 - European Numerical Mathematics and Advanced Applications Conference – October 2019 -
Localized Reduced Basis Domain Decomposition Methods (talk)
Swiss Numerics Day 2019 – April 2019 -
POD-DEIM Model Order Reduction for Large Nonlinear Problems (talk)
Séminaire d'analyse numérique, Université de Genève – April 2019 -
Model Order Reduction for the Masses (talk)
GAMM Jahrestagung – February 2019 -
POD Model Reduction at Large Scale (talk)
Kolloquium über Angewandte Mathematik, University of Göttingen – January 2019
2018-
Efficient Reduced Order Simulation of Pore-Scale Lithium-Ion Battery Models (talk)
ECMI 2018 - 20th European Conference on Mathematics for Industry – June 2018 -
Online-Adaptive Localized Reduced Basis Approximation of Parameterized Parabolic Problems (talk)
MORCOS 2018 - IUTAM Symposium on Model Order Reduction of Coupled Systems – May 2018 -
A Globally Mass Conservative Nonlinear Reduced Basis Method for Parabolic Free Boundary Problems (talk)
MoRePaS 2018 - Model Reduction of Parametrized Systems IV – April 2018 -
Hierarchical Approximate Proper Orthogonal Decomposition (talk)
CSC Seminar, MPI Magdeburg – March 2018 -
HAPOD - Fast, Simple and Reliable Distributed POD Computation (talk)
MATHMOD 2018 - 9th Vienna International Conference on Mathematical Modelling – February 2018 -
Nonlinear Model Order Reduction for Problems with Moving Discontinuities (talk)
CASA Colloquium, TU Eindhoven – January 2018
2017-
MULTIBAT - Reduced Order Modelling of Lithium-Ion Battery Models with Resolved Electrode Geometry (talk)
ACOMEN 2017 - 7th International Conference on Advanced COmputational Methods in ENgineering – September 2017 -
Hierarchical Approximate POD (talk)
LMS-EPSRC Durham Symposium – August 2017 -
Model Reduction for Transport Problems via Nonlinear State Space Transformation (talk)
14th U.S. National Congress on Computational Mechanics – July 2017 -
Model Order Reduction with pyMOR and NGSolve (talk) (Jupyter notebook)
NGSolve User Meeting – June 2017 -
HAPOD – Fast and Simple Distributed POD Computation (talk)
GAMM Jahrestagung – March 2017 -
Nonlinear Model Order Reduction with pyMOR (talk)
SIAM CSE17 - Conference on Computational Science and Engineering – February 2017
2016-
Reduced Basis Approximation of Lithium-Ion Battery Models (talk)
RWTH Aachen – December 2016 -
Nonlinear Model Order Reduction for Parametric Time Evolution Problems using the Method of Freezing (talk) (code)
7th European Congress of Mathematics – July 2016 -
pyMOR - Generic Model Order Reduction Algorithms for MPI Distributed PDE Solvers (talk)
PDE Software Frameworks 2016 – July 2016 -
Model Order Reduction for Electrochemistry Simulations (talk)
Absolventen-Seminar Numerische Mathematik, TU Berlin – June 2016 -
Hierarchical Approximate POD (poster) (code)
MORML 2016 - Workshop on Data-driven Model Order Reduction and Machine Learning – March 2016 -
Reduced Basis Methods - Success, Limitations and Future Challenges (talk)
ALGORITMY 2016 - Conference on Scientific Computing – March 2016
2015-
Reduced Basis Approximation of Microscale Lithium-Ion Battery Models - From Theory to Implementation (talk)
SimTech MOR-Seminar, Stuttgart – December 2015 -
A Modularized Modeling, Discretization and Model Order Reduction Workflow (talk)
MoRePaS 2015 - Model Reduction of Parametrized Systems III – October 2015 -
Reduction of Microscale Li-Ion Battery Models (talk)
ECCOMAS COUPLED PROBLEMS 2015 – May 2015 -
pyMOR - A New Model Order Reduction Software Framework (talk)
SIAM CSE15 - Conference on Computational Science and Engineering – March 2015 -
Reduced Basis Methods - From Theory to Implementation (talk)
KIT, Karlsruhe – January 2015
2014-
A Model Reduction Framework for Efficient Simulation of Li-Ion Batteries (poster)
FVCA7 - The International Symposium of Finite Volumes for Complex Applications VII – June 2014 -
Model Reduction of Microscale Li-Ion Battery Models (talk)
CeNoS Workshop: Complexity Meets Energy – March 2014
2013-
DUNE-pyMOR: Model Order Reduction with Python and Dune (talk)
Dune User Meeting 2013 – September 2013 -
Nonlinear Reduced Basis Approximation of Parameterized Evolution Equations Using the Method of Freezing (talk)
Model Reduction and Approximation for Complex Systems – June 2013
2012-
Freezing of Evolution Equations for Improved Reduced Basis Approximation (poster)
MoRePaS II - Second International Workshop on Model Reduction for Parametrized Systems – October 2012 -
Freezing Solutions of Time Evolution Problems for Reduced Basis Approximation (talk)
Reduced Basis Methods Workshop 2012 – August 2012
-
pyMOR - Model Order Reduction with Python (talk)
Teaching
- Kolloquium: Colloquium on Applied Mathematics [104476]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis)
[ - | | wöchentlich | Mi. | Jun.-Prof. Marlies Pirner] - Oberseminar: Research Seminar on Applied Mathematics [104477]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Angela Stevens, Prof. Dr. Christian Engwer, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis)
[ - | | wöchentlich | Mi. | M B 4 (M 4) | Jun.-Prof. Marlies Pirner] - Oberseminar: Research Seminar Mathematics of Deep Learning [104457]
(in cooperation with Prof. Dr. Benedikt Wirth, Prof. Dr. Christian Engwer, Prof. Dr. Mario Ohlberger)
[ - | | wöchentlich | Mi. | Prof. Dr. Benedikt Wirth] - Seminar: Master Seminar Advanced Numerical Methods and Applications [104494]
(in cooperation with Prof. Dr. Mario Ohlberger)
[ - | | wöchentlich | Do. | Prof. Dr. Mario Ohlberger] - Vorlesung: Model Order Reduction [104499]
[ - | | wöchentlich | Di. | SRZ 202 | Dr. Stephan Rave]
[ - | | wöchentlich | Fr. | SRZ 202 | Dr. Stephan Rave]
- Kolloquium: Colloquium on Applied Mathematics [102392]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Jun.-Prof. Theresa Simon, Prof. Dr. André Schlichting, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis)
[ - | | wöchentlich | Mi. | M B 5 (M 5) | Jun.-Prof. Marlies Pirner] - Praktikum: Introduction to Numerical Programming with Python [102402]
[ - | | wöchentlich | Mi. | Dr. Stephan Rave] - Oberseminar: Research Seminar on Applied Mathematics [102393]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Jun.-Prof. Theresa Simon, Prof. Dr. André Schlichting, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis)
[ - | | wöchentlich | Mi. | SRZ 203 | Jun.-Prof. Marlies Pirner] - Seminar: Bachelorseminar: Innovative numerical methods [102398]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Master Seminar Advanced Numerical Methods and Applications [102395]
(in cooperation with Prof. Dr. Mario Ohlberger)
[ - | | wöchentlich | Do. | SRZ 204 | Prof. Dr. Mario Ohlberger] - Seminar: Bsc/Msc Seminar: High-Performance PDE Solvers [102369]
(in cooperation with Prof. Dr. Christian Engwer)
[ | wöchentlich | Mo. | SRZ 204 | Dr. Stephan Rave]
- Kolloquium: Colloquium on Applied Mathematics [100393]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis) - Übung: Tutorial Numerics of Partial Differential Equations [100383]
- Oberseminar: Research Seminar on Applied Mathematics [100394]
(in cooperation with Jun.-Prof. Marlies Pirner, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. Hendrik Weber, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Angela Stevens, Prof. Dr. Christian Engwer, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis) - Seminar: Master Seminar Advanced Numerical Methods and Applications [100416]
(in cooperation with Prof. Dr. Mario Ohlberger) - Vorlesung: Numerics for partial differential equations [100384]
(in cooperation with Julia Schleuß, Gunnar Birke)
- Kolloquium: Colloquium on Applied Mathematics [108392]
(in cooperation with Prof. Dr. Mario Ohlberger, Prof. Dr. Caterina Zeppieri, Prof. Dr. Christian Seis, Dr. Frank Wübbeling, Prof. Dr. André Schlichting, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens) - Übung: Tutorial Numerical Analysis of Partial Differential Equations II [108412]
(in cooperation with Dr. Tim Keil) - Oberseminar: Research Seminar on Applied Mathematics [108393]
(in cooperation with Prof. Dr. Mario Ohlberger, Prof. Dr. Caterina Zeppieri, Prof. Dr. Christian Seis, Dr. Frank Wübbeling, Prof. Dr. André Schlichting, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens) - Seminar: Master Seminar Advanced Numerical Methods and Applications [108413]
(in cooperation with Prof. Dr. Mario Ohlberger) - Vorlesung: Numerical Methods for Partial Differential Equations II [108411]
- Kolloquium: Colloquium on Applied Mathematics [106338]
(in cooperation with Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis, Prof. Dr. Caterina Zeppieri, Dr. Frank Wübbeling, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Christian Engwer, Prof. Dr. Angela Stevens) - Anleitung zum wissenschaftlichen Arbeiten: Privatissimum [106336]
(in cooperation with Prof. Dr. Christian Seis, Prof. Dr. Caterina Zeppieri, Prof. Dr. Mario Ohlberger, Dr. Frank Wübbeling, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Angela Stevens, Prof. Dr. Christian Engwer) - Praktikum: Introduction to Numerical Programming with Python [106365]
- Oberseminar: Research Seminar on Applied Mathematics [106339]
(in cooperation with Prof. Dr. Caterina Zeppieri, Prof. Dr. Mario Ohlberger, Prof. Dr. Christian Seis, Dr. Frank Wübbeling, Prof. Dr. André Schlichting, Jun.-Prof. Theresa Simon, Prof. Dr. Benedikt Wirth, Prof. Dr. Arnulf Jentzen, Prof. Dr. Angela Stevens, Prof. Dr. Christian Engwer) - Seminar: Master Seminar Applied Mathematics [106364]
- Vorlesung: Reduced Basis Methods [106363]
- Praktikum: Introduction to Numerical Programming with Python [102421]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Master Seminar Applied Mathematics [102423]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: MSc Seminar Scientific Computing [102445]
(in cooperation with Prof. Dr. Christian Engwer)
- Praktikum: Introduction to Numerical Programming with Python [100389]
(in cooperation with Prof. Dr. Mario Ohlberger) - Praktikum: Introduction to Numerical Programming with Python [100446]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: MSc Seminar Scientific Computing [100444]
(in cooperation with Prof. Dr. Christian Engwer) - Seminar: Master Seminar Applied Mathematics [100391]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger) - Seminar: Bachelorseminar: Innovative numerical methods [100388]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Praktikum: Introduction to Numerical Programming with Python [108349]
(in cooperation with Prof. Dr. Mario Ohlberger)
- Praktikum: Introduction to Numerical Programming with Python [106380]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Masterseminar Random-based algorithms [106385]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Masterseminar for Efficient numerical methods [106383]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Praktikum: Introduction to Numerical Programming with Python [100434]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger) - Praktikum: Introduction to Numerical Programming with Python [104440]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Bachelor Seminar: A posteriori Error Estimations and their Applications [104438]
(in cooperation with Dr. Felix Schindler) - Seminar: Master Seminar Applied Mathematics [104435]
(in cooperation with Dr. Felix Schindler)
- Seminar: Bachelor Seminar: A posteriori Error Estimations and their Applications [102383]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger) - Seminar: PhD in English and American Studies [102385]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Praktikum: Introduction to Numerical Programming with Python [100872]
(in cooperation with Prof. Dr. Mario Ohlberger) - Seminar: Master Seminar Applied Mathematics [100386]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger) - Seminar: Bachelor Seminar: A posteriori Error Estimations and their Applications [100385]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Übung: Tutorial Numerical multiscale methods and model reduction [108038]
(in cooperation with Prof. Dr. Mario Ohlberger) - Praktikum: Introduction to Numerical Programming with Python [108048]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger) - Praktikum: Introduction to Numerical Programming with Python [108012]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Übung: Tutorial Scientific Computing [106233]
(in cooperation with Julia Brunken, Dr. Felix Schindler) - Praktikum: Introduction to Numerical Programming with Python [106227]
- Vorlesung: Scientific Computing [106232]
(in cooperation with Dr. Felix Schindler)
- Praktikum: Scientific Computing [103870]
(in cooperation with Dr. Felix Schindler, Prof. Dr. Mario Ohlberger)
- Praktikum: Practical Course: Model Reduction for Partial Differential Equations [102957]
(in cooperation with René Fritze, Prof. Dr. Mario Ohlberger) - V/Ü: Model Order Reduction for Partial Differential Equations [102938]
(in cooperation with Prof. Dr. Mario Ohlberger)
- V/Ü: Model Reduction for Parametrised Partial Differential Equations [100952]
(in cooperation with Dr. Felix Schindler)
- Praktikum: Introduction to Programming with MATLab [101297]
(in cooperation with Prof. Dr. Mario Ohlberger)
- Übung: Module 7: Analytical Chemistry [100450]
(in cooperation with apl. Prof. Wend Werner)
- Kolloquium: Colloquium on Applied Mathematics [104476]
Software
pyMOR
A modern Python-based model reduction library which can be easily integrated with external PDE solvers Project Page
simdb
A simple Python module for the management of simulation datasets Project Page