Publications and Talks

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Publications

• N. T. Mücke, L. H. Christiansen, A. P. Engsig-Karup, and J. B. Jørgensen, 2019, Reduced Order Modelling for Nonlinear PDE-constrained Optimization using Neural Networks, 58th IEEE Conference on Decision and Control, Nice, France, 11-13 December, https://cdc2019.ieeecss.org/.

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Talks

Conferences

• Reduced Order Modeling for Nonlinear PDE-Constrained Optimization using Neural Networks.
  Talk given at ENUMATH 2019 in the mini symposium PDE-Constrained Optimization.

• Reduced Order Modeling for Nonlinear PDE-Constrained Optimization using Neural Networks.
  Talk given at MPC and Optimization Day at DTU 2019.

Seminars

• Reduced Order Modeling for Nonlinear PDEs using Neural Networks
  Talk given at a Neural Network seminar at University of Amsterdam, 2020.

• Why use Deep Neural Networks?
  Talk given at a Neural Network seminar at University of Amsterdam, 2020.

• Absorbing Boundary Conditions and Perfectly Matched Layers for Nonlinear Acoustics.
  Talk given at the Advanced Seminar: Non-Linear PDEs: From Modelling to Numerical Analysis and Simulation, at TUM 2018.

• Graphons and Network Dynamics for Stochastic Graphs.
  Talk given at the Advanced Seminar: Topics in Dynamics, at TUM, 2018.