talks

Alexander Heinlein's talks in reversed chronological order.

2023

  1. CDS
    Fast and Robust Overlapping Schwarz Preconditioners in Trilinos – Highly Scalable Algorithms and Their Efficient Implementation
    Heinlein, Alexander
    2023
    Invited seminar talk. Center for Data and Simulation Science (CDS), Universität zu Köln, Köln, Germany, January 18
  2. SimTech
    Neural networks with physical constraints, domain decomposition-based training strategies, and model order reduction
    Heinlein, Alexander
    2023
    Invited seminar talk. SimTech ML-Session, Universität Stuttgart, Stuttgart, Germany, January 11

2022

  1. Seminar
    Neural networks with physical constraints, domain decomposition-based training strategies, and model order reduction
    Heinlein, Alexander
    2022
    Invited talk. Scientific Machine Learning seminar series, University of Strathclyde, Glasgow, UK, December 6
  2. LUH2022
    Robust, algebraic, and scalable Schwarz preconditioners with extension-based coarse spaces
    Heinlein, Alexander
    2022
    Seminar talk. Leibniz Universität Hannover, Hannover, Germany, December 1
  3. NVIDIA/HLRS
    Neural networks with physical constraints, domain decomposition-based training strategies, and model order reduction
    Heinlein, Alexander
    2022
    Invited talk. NVIDIA/HLRS SciML GPU Bootcamp, Stuttgart (virtual), Germany, October 24-25
  4. SIAM MDS22
    Surrogate Models for Computational Fluid Dynamics Simulations Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2022
    SIAM Conference on Mathematics of Data Science, SIAM MDS22, San Diego (Hybrid), USA, September 26 - 30
  5. UDE2022
    Robust, algebraic, and scalable solvers based on Schwarz domain decomposition methods
    Heinlein, Alexander
    2022
    Kolloquium Ingenieurmathematik, Universität Duisburg-Essen, Essen, Germany, September 15
  6. GACM2022
    Surrogate Models for CFD Simulations Based on Convolutional Neural Networks
    Heinlein, Alexander
    2022
    9th GACM Colloquium on Computational Mechanics 2022, Essen, Germany, September 21-23
  7. GAMM2022
    Predicting Cardiovascular Flow Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2022
    92nd GAMM Annual Meeting, Aachen, Germany, August 15-19
  8. DD XXVII
    Robust, algebraic, and scalable Schwarz preconditioners with extension-based coarse spaces
    Heinlein, Alexander
    2022
    Invited plenary lecture. 27th International Conference on Domain Decomposition Methods, Prague, Czech Republic, July 25-29
  9. DD XXVII
    Robust Coarse Spaces for Nonlinear Schwarz Methods
    Heinlein, Alexander
    2022
    27th International Conference on Domain Decomposition Methods, Prague, Czech Republic, July 25-29
  10. DD XXVII
    Surrogate Models for Computational Fluid Dynamics Simulations Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2022
    27th International Conference on Domain Decomposition Methods, Prague, Czech Republic, July 25-29
  11. Colloquium
    Algebraic Schwarz Domain Decomposition Preconditioners – Parallel Scalability and Robustness
    Heinlein, Alexander
    2022
    Kolloquium des Fachbereichs Mathematik und Informatik, Universität Marburg, Marburg, Germany, July 18
  12. EQUADIFF 15
    Surrogate Models for Computational Fluid Dynamics Simulations Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2022
    Equadiff 15, Brno, Czech Republic, July 11-15
  13. 4TU.AMI
    Parallel Domain Decomposition Solvers & Scientific Machine Learning
    Heinlein, Alexander
    2022
    4TU.AMI summer event 2022, Eindhoven, The Netherlands, July 5
  14. ICMS@Strathclyde
    A fully algebraic spectral coarse space for overlapping Schwarz methods
    Heinlein, Alexander
    2022
    Invited talk. ICMS@Strathclyde: Solvers for frequency-domain wave problems and applications, Glasgow, UK, June 20 - 24
  15. ECCOMAS2022
    Parallel Schwarz domain decomposition preconditioning and an introduction to FROSch
    Heinlein, Alexander
    2022
    Introductory lecture. 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022), Oslo, Norway, June 5 - 9
  16. ECCOMAS2022
    Surrogate Models for CFD Simulations Based on Convolutional Neural Networks
    Heinlein, Alexander
    2022
    8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022), Oslo, Norway, June 5 - 9
  17. CM2022
    A fully algebraic spectral coarse space for overlapping Schwarz methods
    Heinlein, Alexander
    2022
    17th Copper Mountain Conference On Iterative Methods (Virtual), April 4 - April 8
  18. SIAM PP22
    New Developments of the FROSch Domain Decomposition Solver Package
    Heinlein, Alexander
    2022
    SIAM Conference on Parallel Processing for Scientific Computing, SIAM PP22, Virtual, February 23-26
  19. Seminar
    Spectral coarse spaces for overlapping Schwarz methods based on energy-minimizing extensions
    Heinlein, Alexander
    2022
    Seminar, Ruhr-Universität Bochum, January 13

2021

  1. PPS Lecture
    Surrogate Models for Computational Fluid Dynamics Simulations Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2021
    Pretty Porous Science Lecture, Universität Stuttgart, December 7
  2. TUG 2021
    FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica
    Heinlein, Alexander
    2021
    Trilinos User-Developer Group Meeting 2021 (Virtual), November 30-December 2
  3. DD Summer School
    Exercise session: FROSch
    Heinlein, Alexander
    2021
    Summer school on advanced DD methods, Politecnico di Milano, Milano, Italy, November 24-26
  4. CIRM 2021
    Surrogate Models for Computational Fluid Dynamics Simulations Using Convolutional Autoencoder Neural Networks and Physical Constraints
    Heinlein, Alexander
    2021
    Invited Lecture. CIRM Conference “Analysis, Control and Numerics for PDE Models of Interest to Physical and Life Sciences”, Levico Terme, Italy, September 20-24
  5. YIC 2021
    Using inexact subdomain and coarse solvers in FROSch preconditioners
    Heinlein, Alexander
    2021
    YIC 2021 (Virtual), July 7-9
  6. COUPLED 2021
    FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica
    Heinlein, Alexander
    2021
    9th International Conference on Computational Methods for Coupled Problems in Science and Engineering (Virtual), June 14-16
  7. BaNaNa
    Trilinos
    Heinlein, Alexander
    2021
    BaNaNa talk, SIAM Student Chapter Delft, May 19
  8. CM2021
    FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica
    Heinlein, Alexander
    2021
    20th Copper Mountain Conference On Multigrid Methods (Virtual), March 29 - April 2
  9. GAMM 2020@21
    Comparing Arterial Wall Models for the Curved Tube Fluid-Structure Interaction Benchmark
    Heinlein, Alexander
    2021
    91st GAMM Annual Meeting (Virtual), Kassel, Germany, March 15-19
  10. Seminar
    Fast and Robust Overlapping Schwarz Methods – New Developments and an Efficient Parallel Implementation in Trilinos
    Heinlein, Alexander
    2021
    Numerical Analysis Seminar, TU Delft, Online, February 19
  11. Colloquium
    Fast and Robust Overlapping Schwarz Methods – New Developments and an Efficient Parallel Implementation in Trilinos
    Heinlein, Alexander
    2021
    Mathematisches Kolloquium, Universität Stuttgart, Online, February 16
  12. Workshop
    Flow Predictions Using Convolutional Neural Networks
    Heinlein, Alexander
    2021
    GAMM CSE Workshop 2021, Online, January 15, 22, and 29

2020

  1. DD XXVI
    FROSch Preconditioners for Land Ice Simulations of Greenland and Antarctica
    Heinlein, Alexander
    2020
    26th International Conference on Domain Decomposition Methods (Virtual), Hong Kong, China, December 7-12
  2. DD XXVI
    Flow Predictions Using Convolutional Neural Networks
    Heinlein, Alexander
    2020
    26th International Conference on Domain Decomposition Methods (Virtual), Hong Kong, China, December 7-12
  3. Seminar
    Inaugural Lecture
    Heinlein, Alexander
    2020
    IANS Highlight Seminar, Universität Stuttgart, Germany, October 26
  4. SimTech
    SimTech Quickie
    Heinlein, Alexander
    2020
    Universität Stuttgart, Germany, October 19
  5. Workshop
    Comparing Arterial Wall Models for the Curved Tube Fluid-Structure Interaction Benchmark
    Heinlein, Alexander
    2020
    Jahrestreffen GAMM Fachausschuss “Computational Biomechanics” 2020, Bildungszentrum Kloster Banz, Germany, September 21-22
  6. Workshop
    Comparing Arterial Wall Models for the Curved Tube Fluid-Structure Interaction Benchmark
    Heinlein, Alexander
    2020
    Workshop on Numerical Mathematics and Mechanics, Kevelaer, Germany, February 3-6
  7. Seminar
    Overlapping Schwarz preconditioning techniques for nonlinear problems
    Heinlein, Alexander
    2020
    Seminar, Humboldt-Universität zu Berlin, Germany, January 29
  8. Workshop
    Flow Predictions Using Convolutional Neural Networks
    Heinlein, Alexander
    2020
    International Workshop on Scientific Machine Learning, Universität zu Köln, Germany, January 8-10

2019

  1. ENUMATH 2019
    Flow predictions using convolutional neural network
    Heinlein, Alexander
    2019
    ENUMATH Conference 2019, Egmond aan Zee, Netherlands, October 2
  2. ENUMATH 2019
    FROSch – A framework for parallel Schwarz preconditioners in Trilinos
    Heinlein, Alexander
    2019
    ENUMATH Conference 2019, Egmond aan Zee, Netherlands, October 2
  3. Seminar
    FROSch – A framework for parallel Schwarz preconditioners in Trilinos
    Heinlein, Alexander
    2019
    Seminar, Sandia National Laboratories, USA, September 3
  4. MAFELAP 2019
    The FROSch (Fast and Robust Overlapping Schwarz) Package in Cardiovascular Simulations
    Heinlein, Alexander
    2019
    MAFELAP 2019, Brunel University London, England, June 19
  5. EuroTUG
    Fast and Robust Overlapping Schwarz: FROSch
    Heinlein, Alexander
    2019
    European Trilinos User Group Meeting, ETH Zürich, Switzerland, June 11
  6. DAMUT Colloquium
    Designing robust and efficient domain decomposition methods for highly heterogeneous problems using local spectral information and machine learning techniques
    Heinlein, Alexander
    2019
    DAMUT Colloquium, University of Twente, Netherlands, May 8
  7. GAMM 90
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2019
    90th GAMM Annual Meeting, Vienna, Austria, February 18-22

2018

  1. Workshop
    The FROSch Package in Cardiovascular Simulations
    Heinlein, Alexander
    2018
    Workshop on Modeling, Simulation and Optimization of the Cardiovascular System, Magdeburg, Germany, October 22-24
  2. Seminar
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2018
    Seminar, EPFL, Lausanne, Switzerland, August 30
  3. DD XXV
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2018
    25th International Conference on Domain Decomposition Methods, St. John’s, Newfoundland, Canada, July 23-27
  4. DD XXV
    Three-Level Extensions of the GDSW Overlapping Schwarz Preconditioner
    Heinlein, Alexander
    2018
    25th International Conference on Domain Decomposition Methods, St. John’s, Canada, July 23-27
  5. DD XXV
    Multiscale Discretizations and Coarse Spaces Based on ACMS
    Heinlein, Alexander
    2018
    25th International Conference on Domain Decomposition Methods, St. John’s, Canada, July 23-27
  6. ECCM 6
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2018
    6th European Conference on Computational Mechanics and 7th European Conference on Computational Fluid Dynamics, Glasgow, UK, June 11-15
  7. GAMM 89
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2018
    89th GAMM Annual Meeting, Munich, Germany, March 19-23

2017

  1. Seminar
    FROSch – A Parallel Implementation of the GDSW Domain Decomposition Preconditioner in Trilinos
    Heinlein, Alexander
    2017
    Seminar, Sandia National Laboratories, USA, October 9
  2. PASC17
    Domain-Decomposition-Based Fluid-Structure Interaction Methods Using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2017
    PASC17 Conference, Lugano, Switzerland, Juni 26-28
  3. Workshop
    An Adaptive Coarse Space for the GDSW Algorithm
    Heinlein, Alexander
    2017
    Workshop of the German Center for Aerospace and the Mathematical Institute at the Universität zu Köln, Cologne, Germany, March 24
  4. GAMM 88
    Domain-Decomposition-Based Fluid-Structure Interaction Methods Using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2017
    88th GAMM Annual Meeting, Weimar, Germany, March 6-10
  5. Workshop
    Domain-Decomposition-Based Fluid-Structure Interaction Methods Using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2017
    Workshop on Numerical Mathematics and Mechanics, Kevelaer, Germany, February 13-15
  6. DD XIV
    An Adaptive Coarse Space for the GDSW Algorithm
    Heinlein, Alexander
    2017
    24th International Conference on Domain Decomposition Methods, Svalbard, Norway, February 6-10

2016

  1. Workshop
    Domain-Decomposition-Based Fluid-Structure Interaction Methods Using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2016
    GAMM CSE Workshop 2016, Kassel, September 8-9
  2. Workshop
    An Adaptive Coarse Space for the GDSW Algorithm
    Heinlein, Alexander
    2016
    Workshop of the German Center for Aerospace and the Mathematical Institute at the Universität zu Köln, Cologne, March 14
  3. GAMM 87
    A parallel implementation of the approximate component mode synthesis special finite element method in 2D
    Heinlein, Alexander
    2016
    Joint Annual Meeting of DMV and GAMM, Braunschweig, Germany, March 7-11
  4. Workshop
    A parallel implementation of the approximate component mode synthesis special finite element method in 2D
    Heinlein, Alexander
    2016
    Workshop on Numerical Mathematics and Mechanics, Kevelaer, Germany, February 22-25

2015

  1. Workshop
    Domain-Decomposition-Based Fluid-Structure Interaction Methods using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2015
    Workshop on Innovative Modeling Techniques for Predictive Medicine, Lisbon, Portugal, November 12
  2. ENUMATH 2015
    Domain-Decomposition-Based Fluid-Structure Interaction Methods using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2015
    ENUMATH Conference 2015, Ankara, Turkey, September 14-18
  3. DD XXIII
    Domain-Decomposition-Based Fluid-Structure Interaction Methods using Nonlinear Anisotropic Arterial Wall Models
    Heinlein, Alexander
    2015
    23rd International Conference on Domain Decomposition Methods, Jeju Island, Korea, July 6-10
  4. GAMM 86
    Fluid-Structure Interaction in Hemodynamics Using Nonlinear, Anisotropic Hyperelastic Wall Models
    Heinlein, Alexander
    2015
    86th GAMM Annual Meeting, Italy, March 23-27
  5. Workshop
    Fluid-Structure Interaction in Hemodynamics Using Nonlinear, Anisotropic Hyperelastic Wall Models
    Heinlein, Alexander
    2015
    Workshop on Numerical Mathematics and Mechanics, Kevelaer, Germany, February 23-25

2014

  1. Workshop
    Fluid-Structure Interaction in Hemodynamics Using Nonlinear, Anisotropic Hyperelastic Wall Models
    Heinlein, Alexander
    2014
    International Workshop on Modelling and Simulation in Biomechanics, Graz, Austria, September 15-17
  2. Workshop
    GDSW - Domain Decomposition for Fluid-Structure Interaction
    Heinlein, Alexander
    2014
    Workshop on Numerical Mathematics and Mechanics, Kevelaer, Germany, February 10-12