Forschung
Forschungsschwerpunkte
- Numerik Partieller Differentialgleichungen
- Fehlerkontrolle und Adaptivität für Finite Elemente und Finite Volumen Verfahren
- Modellreduktion für parametrisierte partielle Differentialgleichungen
- Entwicklung und Analyse von numerischen Mehrskalenmethoden
- Softwareentwicklung und Wissenschaftliches Rechnen
Projekte
laufend
- MaRDI – Mathematische Forschungsdateninitiative - TA2: Scientific Computing ( – )
Teilprojekt in DFG-Verbund koordiniert außerhalb WWU: DFG - Nationale Forschungsdateninfrastruktur | Förderkennzeichen: NFDI 29 /1 - EXC 2044 – Exzellenzcluster 2044 - Mathematik Münster: Dynamik – Geometrie – Struktur ( – )
DFG-Hauptprojekt koordiniert an WWU: DFG - Exzellenzcluster | Förderkennzeichen: EXC 2044/1 - EXC 2044 - C2: Multi-scale phenomena and macroscopic structures ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Exzellenzcluster | Förderkennzeichen: EXC 2044/1 - EXC 2044 - C4: Geometry-based modelling, approximation, and reduction ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Exzellenzcluster | Förderkennzeichen: EXC 2044/1 - ML-MORE – ML-MORE: Maschinelles Lernen und Modellordnungs-Reduktion zur Vorhersage der Effizienz katalytischer Filter. TP 1: Modellreduktion ( – )
Beteiligung in einem BMBF-Verbund: Bundesministerium für Bildung und Forschung | Förderkennzeichen: 05M20PMA
abgeschlossen
- LRB-Opt – Lokalisierte Reduzierte Basis Methoden für Parameteroptimierung bei partiellen Differentialgleichungen ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: OH 98/11-1; SCHI 1493/1-1 - pyMOR – pyMOR - Nachhaltige Software zur Modell-Ordnungs-Reduktion ( – )
Gefördertes Einzelprojekt: DFG - Wissenschaftliche Literaturversorgung und Informationssysteme | Förderkennzeichen: RA 3055/1-1 - MALLi2 – Modellbasierte Abschätzung der Lebensdauer von gealterten Li-Batterien für die 2nd Life Anwendung als stationärer Stromspeicher ( – )
Beteiligung in einem BMBF-Verbund: Bundesministerium für Bildung und Forschung | Förderkennzeichen: 05M18PMA - GlioMaTh – Verbundprojekt 05M2016 - GlioMaTh: Gliomen, Mathematische Modelle und Therapieansätze - Teilprojekt 2 ( – )
Beteiligung in einem BMBF-Verbund: Bundesministerium für Bildung und Forschung | Förderkennzeichen: 05M16PMA - EXC 1003 A6 - Analyse von Bewegung in Zellsysytemen ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Exzellenzcluster | Förderkennzeichen: EXC1003/1 - EXA-DUNE – SPP 1648: Software for Exascale Computing - Teilprojekt: EXA-DUNE - Flexible PDE Solvers, Numerical Methods, and Applications ( – )
Teilprojekt in DFG-Verbund koordiniert außerhalb WWU: DFG - Schwerpunktprogramm | Förderkennzeichen: EN 1042/2-2; OH 98/5-2 - Wellenausbreitung in periodischen Strukturen und Mechanismen negativer Brechung ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: OH 98/6-1 - EXC 1003 FF-2015-07 - Mechanobiologie, mathematische Modellierung und Simulation von Kräften während Gewebedifferenzierung ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Exzellenzcluster - Entwicklung, Analyse und Validierung von Modellreduktionsverfahren zu Approximation parametrisierter Maxwell-Gleichungen ( – )
Gefördertes Einzelprojekt: CST AG - SFB 656 B07 - Mathematische Modellierung atherosklerotischer Plaque-Entstehung basierend auf multi-parametrischen Bildgebungsdaten ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Sonderforschungsbereich - MULTIBAT – Verbundprojekt 05M2013 - MULTIBAT: Multiskalenmodelle und Modellreduktionsverfahren zur Vorhersage der Lebensdauer von Lithium-Ionen-Batterien - Teilprojekt 1 ( – )
Beteiligung in einem BMBF-Verbund: Bundesministerium für Bildung und Forschung | Förderkennzeichen: 05M13PMA - EXA-DUNE – SPP 1648: Software for Exascale Computing - Teilprojekt: EXA-DUNE - Flexible PDE Solvers, Numerical Methods, and Applications ( – )
Teilprojekt in DFG-Verbund koordiniert außerhalb WWU: DFG - Schwerpunktprogramm | Förderkennzeichen: EN 1042/2-1; OH 98/5-1 - Mehrskalenanalyse von Zweiphasenströmungen in porösen Medien für eine große Klasse von Heterogenitäten ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: OH 98/4-2 - Reduzierte Basis Methoden zur Modellreduktion für nichtlineare parametrisierte Evolutionsgleichungen ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: OH 98/2-2 - Multi-scale – Mehrskalenanalyse von Zweiphasenströmungen in porösen Medien für eine große Klasse von Heterogenitäten ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: 568656 - SFB 656 PM09 – SFB 656 PM09 - Modellierung der Blutströmung für ein Atherosklerose-Modell ( – )
Teilprojekt in DFG-Verbund koordiniert an WWU: DFG - Sonderforschungsbereich - RBevol – Reduzierte Basis Methoden zur Modellreduktion für nichtlineare parametrisierte Evolutionsgleichungen ( – )
Gefördertes Einzelprojekt: DFG - Sachbeihilfe/Einzelförderung | Förderkennzeichen: OH 98/2-1 - AdaptHydroMod – Verbundprojekt Adaptive Modellierung gekoppelter hydrologischer Prozesse mit Anwendungen in der Wasserwirtschaft: Teilprojekt Mehrskalenmodellierung und Systemreduktion für Grundwasserströmungen ( – )
Beteiligung in einem BMBF-Verbund: Bundesministerium für Bildung und Forschung | Förderkennzeichen: 03OMPAF1
- MaRDI – Mathematische Forschungsdateninitiative - TA2: Scientific Computing ( – )
Publikationen
- . . Be greedy and learn: efficient and certified algorithms for parametrized optimal control problems arXiv. doi: 10.48550/arXiv.2307.15590. [eingereicht / in Begutachtung]
- . . ‘A new certified hierarchical and adaptive RB-ML-ROM surrogate model for parametrized PDEs.’ SIAM Journal on Scientific Computing 45, Nr. 3: A1039. doi: 10.1137/22M1493318.
- . . ‘System Order Reduction for Gas and Energy Networks.’ Contributed to the 92nd Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Aachen. doi: 10.1002/pamm.202200201.
- . . Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling arXiv. doi: 10.48550/ARXIV.2302.14526. [eingereicht / in Begutachtung]
- . . Adaptive Localized Reduced Basis Methods for Large Scale PDE-constrained Optimization arXiv. doi: 10.48550/arXiv.2303.03074. [akzeptiert / in Druck (unveröffentlicht)]
- . . ‘A Modeling Framework for Efficient Reduced Order Simulations of Parametrized Lithium-Ion Battery Cells.’ European Journal of Applied Mathematics 34, Nr. 3: 554–591. doi: 10.1017/S0956792522000353.
- Contributed to the Oberwolfach Workshop on Optimization Problems for PDEs in Weak Space-Time Form, Oberwolfach. doi: 10.4171/OWR/2023/13. [akzeptiert / in Druck (unveröffentlicht)] . ‘Model Reduction and Learning for PDE Constrained Optimization.’
- . . An optimally stable approximation of reactive transport using discrete test and infinite trial spaces arXiv. doi: 10.48550/arXiv.2303.15943. [eingereicht / in Begutachtung]
- . . Adaptive Reduced Basis Trust Region Methods for Parameter Identification Problems arXiv. doi: 10.48550/arXiv.2309.07627. [eingereicht / in Begutachtung]
- . . ‘An Online Efficient Two-Scale Reduced Basis Approach for the Localized Orthogonal Decomposition.’ SIAM Journal on Scientific Computing 45, Nr. 4. doi: 10.1137/21M1460016.
- . . ‘Randomized quasi-optimal local approximation spaces in time.’ SIAM Journal on Scientific Computing 45, Nr. 3. doi: 10.1137/22M1481002.
- . . DEIM vs. leverage scores for time-parallel construction of problem-adapted basis functions arXiv. doi: 10.48550/arXiv.2302.00348. [eingereicht / in Begutachtung]
- . . ‘Adaptive machine learning based surrogate modeling to accelerate PDE-constrained optimization in enhanced oil recovery.’ Advances in Computational Mathematics 2022, Nr. 48: 73. doi: 10.1007/s10444-022-09981-z.
- ‘Mass spectrometry imaging to explore molecular heterogeneity in cell culture.’ Proceedings of the National Academy of Sciences of the United States of America (PNAS) 119, Nr. 29: e2114365119. doi: 10.1073/pnas.2114365119. .
- . . Model reduction for kinetic equations: moment approximations and hierarchical approximate proper orthogonal decomposition Dissertationsschrift, Universität Münster.
- . . ‘Efficient Gas Network Simulations.’ In German Success Stories in Industrial Mathematics, edited by , 17––22. doi: 10.1007/978-3-030-81455-7_4.
- „Die Mathematische Forschungsdateninitiative in der NFDI: MaRDI (Mathematical Research Data Initiative).“ GAMM Rundbrief 1/2022: 40–43. .
- . . ‘Next-Gen Gas Network Simulation.’ In Progress in Industrial Mathematics at ECMI 2021, edited by , 107–113. Cham: Springer. doi: 10.1007/978-3-031-11818-0_15.
- . . ‘A full order, reduced order and machine learning model pipeline for efficient prediction of reactive flows.’ In Large-Scale Scientific Computing, edited by , 378–386. Cham: Springer VDI Verlag. doi: 10.1007/978-3-030-97549-4_43.
- . . ‘An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization.’ Pure and Applied Functional Analysis 7, Nr. 5: 1561–1596.
- . . ‘On the Performance of Machine Learning Methods for Breakthrough Curve Prediction.’ arXiv [physics.flu-dyn] 2204.11719. doi: 10.48550/arXiv.2204.11719. [eingereicht / in Begutachtung]
- . . ‘An adaptive model hierarchy for data-augmented training of kernel models for reactive flow.’ In MATHMOD 2022 Discussion Contribution Volume, edited by , 67–68. 17. Aufl. Vienna: ARGESIM Verlag. doi: 10.11128/arep.17.a17155.
- . . ‘Model Reduction for Large Scale Systems.’ In Large-Scale Scientific Computing, edited by , 16–28. Cham: Springer International Publishing. doi: 10.1007/978-3-030-97549-4_2.
- . . A Relaxed Localized Trust-Region Reduced Basis Approach for Optimization of Multiscale Problems arXiv. doi: 10.48550/arXiv.2203.09964. [eingereicht / in Begutachtung]
- . . ‘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.
- . . „Commitment zu aktivem Daten- und -softwaremanagement in großen Forschungsverbünden: Commitment to active data and software management in large research alliances.“ Bausteine Forschungsdatenmanagement 1: 121–123. doi: 10.17192/bfdm.2022.1.8412.
- . . ‘Dynamic interplay of protrusive microtubule and contractile actomyosin forces drives tissue extension.’ eLife 2022. doi: 10.1101/2022.06.21.496930. [eingereicht / in Begutachtung]
- . . ‘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 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.
- . . A Super-Localized Generalized Finite Element Method arXiv 2022. doi: 10.48550/arXiv.2211.09461. [eingereicht / in Begutachtung]
- . . Adaptive Reduced Basis Methods for Multiscale Problems and Large-scale PDE-constrained Optimization Dissertationsschrift, WWU Münster. Münster. doi: 10.48550/arXiv.2211.09607.
- . . ‘Optimal local approximation spaces for parabolic problems.’ Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal 20, Nr. 1. doi: 10.1137/20M1384294.
- . ‘Perceived movement of non-rigid motion patterns.’ PNAS Nexus 1, Nr. 11.
- . . ‘Sustainable Research Software Hand-Over.’ Journal of Open Research Software 9, Nr. 1. doi: 10.5334/jors.307/.
- . . ‘Comparing (Empirical-Gramian-Based) Model Order Reduction Algorithms.’ In Model Reduction of Complex Dynamical Systems, edited by , 141––164. doi: 10.1007/978-3-030-72983-7_7.
- . . ‘Model Order Reduction for Gas and Energy Networks.’ Journal of Mathematics in Industry 11: 13. doi: 10.1186/s13362-021-00109-4.
- . . ‘MathEnergy – Mathematical Key Technologies for Evolving Energy Grids.’ In Mathematical Modeling, Simulation and Optimization for Power Engineering and Management, edited by , 233–262. doi: 10.1007/978-3-030-62732-4_11.
- . . ‘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.
- . . ‘A non-conforming dual approach for adaptive Trust-Region Reduced Basis approximation of PDE-constrained optimization.’ ESAIM: Mathematical Modelling and Numerical Analysis 55: 1239–1269. doi: 10.1051/m2an/2021019.
- . . ‘The DUNE Framework: Basic Concepts and Recent Developments.’ Computers & Mathematics with Applications 81: 75–112. doi: 10.1016/j.camwa.2020.06.007.
- . . ‘A new entropy-variable-based discretization method for minimum entropy moment approximations of linear kinetic equations.’ ESAIM: Mathematical Modelling and Numerical Analysis 55: 2567–2608. doi: 10.1051/m2an/2021065.
- . . ‘Distributed model order reduction of a model for microtubule-based cell polarization using HAPOD.’ arXiv [math.NA] 2111.00129. [eingereicht / in Begutachtung]
- . . Stable and efficient Petrov-Galerkin methods for certain (kinetic) transport equations Dissertationsschrift, Universität Münster.
- . . ‘Strategies for the vectorized Block Conjugate Gradients method.’ Contributed to the ENUMATH2019, Egmond aan Zee, The Netherlands.
- . . Hardware-Oriented Krylov Methods for High-Performance Computing Dissertationsschrift, WWU Münster.
- . . ‘A Central Limit Theorem for incomplete U-statistics over triangular arrays.’ Brazilian Journal of Probability and Statistics 35, Nr. 3: 499–522. doi: 10.1214/20-BJPS492.
- . . ‘Numerical Upscaling of Perturbed Diffusion Problems.’ SIAM Journal on Scientific Computing 2020, Nr. Volume 42, Issue 4: A2014–A2036. doi: 10.1137/19M1278211.
- . . ‘Exa-Dune -- Flexible PDE Solvers, Numerical Methods and Applications.’ In Software for Exascale Computing - SPPEXA 2016-2019, edited by , 225–269. Cham: Springer International Publishing. doi: 10.1007/978-3-030-47956-5_9.
- . . ‘Mathematical analysis of transmission properties of electromagnetic meta-materials.’ Networks and Heterogeneous Media 15, Nr. 1: 29–56. doi: 10.3934/nhm.2020002.
- . . ‘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, Nr. 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. [akzeptiert / in Druck (unveröffentlicht)]
- . . ‘Parametric model order reduction using pyMOR.’ Contributed to the MODRED 2019, Graz. [akzeptiert / in Druck (unveröffentlicht)]
- . . ‘Stable and efficient Petrov-Galerkin methods for a kinetic Fokker-Planck equation.’ arXiv 2020. [eingereicht / in Begutachtung]
- . . ‘First-order continuous- and discontinuous-Galerkin moment models for a linear kinetic equation: Model derivation and realizability theory.’ Journal of Computational Physics 416: 109547. doi: 10.1016/j.jcp.2020.109547.
- . . ‘Towards local-failure local-recovery in PDE frameworks: the case of linear solvers.’ Contributed to the HPCSE 2019, Ostrava, Czech Republic. [akzeptiert / in Druck (unveröffentlicht)]
- . ‘Pitting optic flow, object motion and biological motion against each other.’ Journal of Vision 20(8): 1–13.
- . . ‘Cross-Gramian-Based Dominant Subspaces.’ Advances in Computational Mathematics 45, Nr. 5: 2533–2553. doi: 10.1007/s10444-019-09724-7.
- . . ‘On Empirical System Gramians.’ Contributed to the 90th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), Wien, Österrreich. doi: 10.1002/pamm.201900006.
- . . ‘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.
- . . ‘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.
- . . ‘A Hierarchical A-Posteriori Error Estimatorfor the Reduced Basis Method.’ Advances in Computational Mathematics 45: 2191–2214. doi: 10.1007/s10444-019-09675-z.
- . . ‘Advances in Model Order Reduction for Large Scale or Multi-Scale Problems.’ Oberwolfach Reports 16, Nr. 3: 2510–2512. doi: 10.4171/OWR/2019/40.
- . . ‘Mass Conservative Reduced Order Modeling of a Free Boundary Osmotic Cell Swelling Problem.’ Advances in Computational Mathematics 45, Nr. 5: 2215–2239. doi: 10.1007/s10444-019-09691-z.
- . . ‘System-theoretic model order reduction with pyMOR.’ PAMM 19. doi: 10.1002/pamm.201900459.
- . . ‘(Parametrized) First Order Transport Equations: Realization of Optimally Stable Petrov-Galerkin Methods.’ SIAM Journal on Scientific Computing 41, Nr. 1. doi: 10.1137/18M1176269.
- . . ‘First-order continuous- and discontinuous-Galerkin moment models for a linear kinetic equation: realizability-preserving splitting scheme and numerical analysis.’ arXiv 2019. [eingereicht / in Begutachtung]
- . . ‘Multiscale methods for perturbed diffusion problems.’ Oberwolfach Reports 16: 2099–2181. doi: 10.4171/OWR/2019/35.
- . . Optimal local approximation spaces for parabolic problems (Master's thesis).
- . . ‘Hierarchical Approximate Proper Orthogonal Decomposition.’ SIAM Journal on Scientific Computing 40, Nr. 5: A3267–A3292.
- . . ‘On Reduced Input-Output Dynamic Mode Decomposition.’ Advances in Computational Mathematics 44, Nr. 6: 1751–1768. doi: 10.1007/s10444-018-9592-x.
- . . ‘Gas Network Benchmark Models.’ In Applications of Differential-Algebraic Equations: Examples and Benchmarks, edited by , 171–197. doi: 10.1007/11221_2018_5.
- . . ‘emgr - The Empirical Gramian Framework.’ Algorithms 11, Nr. 7: 91. doi: 10.3390/a11070091.
- . „Parametric Model Order Reduction for Gas Flow Models.“ contributed to the MoRePaS 4 - Model Reduction for Parameterized Systems, Nantes, Frankreich, . doi: 10.14293/P2199-8442.1.SOP-MATH.EJOCET.v1.
- . „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.
- . . ‘Localized Model Reduction in PDE Constrained Optimization.’ In Shape Optimization, Homogenization and Optimal Control – DFG-AIMS workshop held at the AIMS Center Senegal, March 13-16, 2017 , edited by , 143–163. Basel: Birkhäuser. doi: 10.1007/978-3-319-90469-6_8.
- . . ‘Model reduction for parameterized systems and inverse problems.’ Oberwolfach Reports 2018, Nr. 39: 2454–2457. doi: 10.4171/OWR/2018/39.
- . . ‘A new Heterogeneous Multiscale Method for the Helmholtz equation with high contrast .’ Multiscale Modeling and Simulation: A SIAM Interdisciplinary Journal 16, Nr. 1: 385–411. doi: 10.1137/16M1108820.
- . . „Mathematik Münster: Dynamik – Geometrie – Struktur.“ Mitteilungen der Deutschen Mathematiker-Vereinigung 26, Nr. 4: 189–193. doi: 10.1515/dmvm-2018-0058.
- . . ‘Heterogeneous Multiscale Method for the Maxwell equations with high contrast.’ ESAIM Math. Model. Numer. Anal. xx. [akzeptiert / in Druck (unveröffentlicht)]
- . . ‘Numerical homogenization of H(curl)-problems.’ SIAM J. Numer. Anal. 56, Nr. 3: 1570–1596. doi: 10.1137/17M1133932.
- . . Numerical multiscale methods for Maxwell's equations in heterogeneous media Dissertationsschrift, Universität Münster.
- . . ‘Galerkin local maximum entropy method.’ International Journal for Numerical Methods in Fluids . doi: 10.1002/fld.4513.
- . . ‘A high-level C++ approach to manage local errors, asynchrony and faults in an MPI application.’ Contributed to the 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing, Cambridge, Vereinigtes Königreich. doi: 10.1109/PDP2018.2018.00117.
- . . Randomisierte lokalisierte Modellreduktion mit Robin-Transferoperator (Masterarbeit).
- . . ‘Localized Orthogonal Decomposition for two-scale Helmholtz-type problems.’ AIMS Mathematics 2, Nr. 3: 458–478. doi: 10.3934/Math.2017.2.458.
- . . ‘Hierarchical model reduction of nonlinear partial differential equations based on the adaptive empirical projection method and reduced basis techniques.’ M2AN Math. Model. Numer. Anal. 51, Nr. 2: 641–677. doi: 10.1051/m2an/2016031.
- . . ‘Comparison of methods for parametric model order reduction of instationary problems.’ In Model Reduction and Approximation: Theory and Algorithms., edited by , 377–408. 1. Aufl. Philadelphia, PA: SIAM Publications. doi: 10.1137/1.9781611974829.ch9.
- . . ‘Cross-Gramian-Based Model Reduction: A Comparison.’ In Model Reduction of Parametrized Systems, edited by , 271–283. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8_17.
- . . ‘Fast Low-Rank Empirical Cross Gramians.’ PAMM 17, Nr. 1: 841–842. doi: 10.1002/pamm.201710388.
- . . ‘Non-Conforming Localized Model Reduction with Online Enrichment: Towards Optimal Complexity in PDE constrained Optimization.’ In Finite Volumes for Complex Applications VIII - Hyperbolic, Elliptic and Parabolic Problems: FVCA 8, Lille, France, June 2017, edited by , 357–365. Cham: Springer International Publishing. doi: 10.1007/978-3-319-57394-6_38.
- . . ‘Extending DUNE: The dune-xt modules.’ Archive of Numerical Software 5, Nr. 1: 193–216. doi: 10.11588/ans.2017.1.27720.
- . . ‘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.
- . . Randomized Local Model Order Reduction : arXiv:1706.09179, . [eingereicht / in Begutachtung]
- . . ‘Book review of: A. Quarteroni et al., Reduced basis methods for partial differential equations. An introduction.’ SIAM Rev. 59, Nr. 3: 690–692.
- 1. Aufl. Cham: Springer International Publishing. doi: 10.1007/978-3-319-58786-8. (Eds.): . Model Reduction of Parametrized Systems.
- . . ‘Finite Volume Methods: Foundation and Analysis.’ In Encyclopedia of Computational Mechanics, edited by , –. 2. Aufl. John Wiley & Sons. doi: 10.1002/9781119176817.ecm2010.
- . . Model Reduction and Approximation: Theory and Algorithms. Philadelphia, PA: SIAM Publications. doi: 10.1137/1.9781611974829.
- . . ‘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, Nr. 4: A1435–A1465. doi: 10.1137/15M1054213.
- . . ‘The DUNE-FEM-DG module.’ Archive of Numerical Software 5, Nr. 1: 21––61. doi: 10.11588/ans.2017.1.28602.
- . . ‘Numerical homogenization for indefinite H(curl)-problems.’ In Proceedings of Equadiff 2017 Conference, edited by , 137–146.
- . „Heterogeneous Multiscale Method for a Helmholtz problem with high contrast.“ contributed to the Winter school on Numerical Analysis of Multiscale Problems, HIM Bonn, Germany, .
- . . Variational crimes in the Localized orthogonal decomposition method (master's thesis).
- . . ‘Analysis of multiscale methods for time-harmonic Maxwell's equations.’ Proc. Appl. Math. Mech. 16, Nr. 1: 559–560. doi: 10.1002/pamm.201610268.
- 10.1137/15M1009603. . ‘Optimal local approximation spaces for component-based static condensation procedures.’ SIAM J. Sci. Comput. 38, Nr. 5: A3318––A3356. doi:
- . . ‘A note on the cross Gramian for non-symmetric systems.’ System Science and Control Engineering 4, Nr. 1: 199–208. doi: 10.1080/21642583.2016.1215273.
- . . L2-estimates for a high order unfitted finite element method for elliptic interface problems : arXiv eprints, . [eingereicht / in Begutachtung]
- . . ‘High order unfitted finite element methods on level set domains using isoparametric mappings.’ Comp. Meth. Appl. Mech. Eng. 300, Nr. 1: 716–733. doi: 10.1016/j.cma.2015.12.005.
- . . ‘Analysis of a high order unfitted finite element method for elliptic interface problems.’ arXiv preprint arXiv:1602.02970 1602.02970. [eingereicht / in Begutachtung]
- . . ‘Best Practices for Replicability, Reproducibility and Reusability of Computer-Based Experiments Exemplified by Model Reduction.’ AIMS Mathematics 1, Nr. 3: 261--281. doi: 10.3934/Math.2016.3.261.
- . . ‘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.
- . . Model reduction for parametric multi-scale problems Dissertationsschrift, Westfälische Wilhelms-Universität Münster.
- . . ‘pyMOR - Generic algorithms and interfaces for model order reduction.’ SIAM Journal on Scientific Computing 38, Nr. 5: S194–S216. doi: 10.1137/15M1026614.
- . . ‘Adaptive Localized Model Reduction.’ Oberwolfach Reports 13, Nr. 3: 2406–2409. doi: 10.4171/OWR/2016/42.
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Habilitationen
Henning, Patrick Applications of numerical homogenization in geosciences and physics
Promotionen
Schleuß, Julia Randomized Multiscale Methods for Parabolic Problems Tacke, Marie-Christin A Multi-Stage Model Order Reduction Framework for Efficient Simulations of Parametrized Lithium-Ion Battery Cells Keil, Tim Adaptive Reduced Basis Methods for Multiscale Problems and Large-scale PDE-constrained Optimization Leibner, Tobias Model reduction for kinetic equations: moment approximations and hierarchical approximate proper orthogonal decomposition Brunken, Julia Stable and efficient Petrov-Galerkin methods for certain (kinetic) transport equations Buhr, Andreas Towards Automatic and Reliable Localized Model Order Reduction. Local Training, a Posteriori Error Estimation and Online Enrichment. Verfürth, Barbara Numerical multiscale methods for Maxwell's equations in heterogeneous media Himpe, Christian Combined State and Parameter Reduction for Nonlinear Systems with an Application in Neuroscience Schindler, Felix Tobias Model Reduction for Parametric Multi-Scale Problems Kaulmann, Sven Effiziente Verfahren für parametrisierte Mehrskalenmethoden Smetana, Kathrin A dimensional reduction approach based on the application of reduced basis methods in the context of hierarchical model reduction Drohmann, Martin Reduzierte Basis Modellreduktion für nichtlineare Evolutionsgleichungen Henning, Patrick Heterogeneous multiscale finite element methods for advection-diffusion and nonlinear elliptic multiscale problems Klöfkorn Robert Numerics for Evolution Equations - A General Interface Based Design Concept