Felix Schindler

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Constrained Optimization

Machine Learning

Top Venues

SIAM J. Sci. Comput.

Publications

Tim Keil, Mario Ohlberger, Felix Schindler, Julia Schleuß
Local training and enrichment based on a residual localization strategy. CoRR (2024)
Tim Keil, Mario Ohlberger, Felix Schindler
Adaptive Localized Reduced Basis Methods for Large Scale Parameterized Systems. CoRR (2023)
Tizian Wenzel, Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling. LSSC (2023)
Tizian Wenzel, Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler
Application of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling. CoRR (2023)
Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler, Tizian Wenzel
A New Certified Hierarchical and Adaptive RB-ML-ROM Surrogate Model for Parametrized PDEs. SIAM J. Sci. Comput. 45 (3) (2023)
Tim Keil, Mario Ohlberger, Felix Schindler
Adaptive Localized Reduced Basis Methods for Large Scale PDE-Constrained Optimization. LSSC (2023)
Bernard Haasdonk, Hendrik Kleikamp, Mario Ohlberger, Felix Schindler, Tizian Wenzel
A new certified hierarchical and adaptive RB-ML-ROM surrogate model for parametrized PDEs. CoRR (2022)
Daria Fokina, Oleg Iliev, Pavel Toktaliev, Ivan V. Oseledets, Felix Schindler
On the Performance of Machine Learning Methods for Breakthrough Curve Prediction. CoRR (2022)
Bernard Haasdonk, Mario Ohlberger, Felix Schindler
An adaptive model hierarchy for data-augmented training of kernel models for reactive flow. CoRR (2021)
Pavel Gavrilenko, Bernard Haasdonk, Oleg Iliev, Mario Ohlberger, Felix Schindler, Pavel Toktaliev, Tizian Wenzel, Maha Youssef
A Full Order, Reduced Order and Machine Learning Model Pipeline for Efficient Prediction of Reactive Flows. LSSC (2021)
Pavel Gavrilenko, Bernard Haasdonk, Oleg Iliev, Mario Ohlberger, Felix Schindler, Pavel Toktaliev, Tizian Wenzel, Maha Youssef
A full order, reduced order and machine learning model pipeline for efficient prediction of reactive flows. CoRR (2021)
Tim Keil, Luca Mechelli, Mario Ohlberger, Felix Schindler, Stefan Volkwein
A non-conforming dual approach for adaptive Trust-Region Reduced Basis approximation of PDE-constrained optimization. CoRR (2020)
Stefan Banholzer, Tim Keil, Luca Mechelli, Mario Ohlberger, Felix Schindler, Stefan Volkwein
An adaptive projected Newton non-conforming dual approach for trust-region reduced basis approximation of PDE-constrained parameter optimization. CoRR (2020)
Tobias Leibner, René Milk, Felix Schindler
Extending DUNE: The dune-xt modules. CoRR (2016)
René Milk, Stephan Rave, Felix Schindler
pyMOR - Generic Algorithms and Interfaces for Model Order Reduction. SIAM J. Sci. Comput. 38 (5) (2016)
Mario Ohlberger, Stephan Rave, Felix Schindler
Model Reduction for Multiscale Lithium-Ion Battery Simulation. ENUMATH (2015)
Mario Ohlberger, Felix Schindler
Error Control for the Localized Reduced Basis Multiscale Method with Adaptive On-Line Enrichment. SIAM J. Sci. Comput. 37 (6) (2015)
René Milk, Stephan Rave, Felix Schindler
pyMOR - Generic Algorithms and Interfaces for Model Order Reduction. CoRR (2015)