Preprint (76)

2022
Preprint
Berger, T.; Nüske, F.: Funnel Control for Langevin Dynamics. (2022)
MPG.PuRe
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Kergus, P.; Gosea, I. V.: Data-driven approximation and reduction from noisy data in matrix pencil frameworks. (2022)
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Liang, B.; Mitchell, T.; Sun, J.: NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine Learning. (2022)
MPG.PuRe
pre-print
2021
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Ahmad, R.; Kleineberg, C.; Nasirimarekani , V.; Su , Y.-J.; Goli Pozveh , S.; Bae , A.; Sundmacher, K.; Bodenschatz, E.; Guido, I.; Vidaković-Koch, T. et al.; Gholami, A.: Light-powered reactivation of flagella and contraction of microtubules network: towards building an artificial cell. (2021)
MPG.PuRe
DOI
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Goyal, P. K.; Benner, P.: LQResNet: A Deep Neural Network Architecture for Learning Dynamic Processes. (2021)
MPG.PuRe
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Goyal, P. K.; Benner, P.: Learning Dynamics from Noisy Measurements using Deep Learning with a Runge-Kutta Constraint. (2021)
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Goyal, P. K.; Benner, P.: Learning Low-Dimensional Quadratic-Embeddings of High-Fidelity Nonlinear Dynamics using Deep Learning. (2021)
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Kawahara, R.; Chernykh, A.; Alagesan, K.; Bern, M.; Cao, W.; Chalkley, R. J.; Cheng, K.; Choo, M. S.; Edwards, N.; Goldman, R. et al.; Hoffmann, M.; Hu, Y.; Huang, Y.; Kim, J. Y.; Kletter, D.; Liquet-Weiland, B.; Liu, M.; Mechref, Y.; Meng, B.; Neelamegham, S.; Nguyen-Khuong, T.; Nilsson, J.; Pap, A.; Park, G. W.; Parker, B. L.; Pegg, C. L.; Penninger, J. M.; Phung, T. K.; Pioch, M.; Rapp, E.; Sakalli, E.; Sanda, M.; Schulz, B. L.; Scott, N. E.; Sofronov, G.; Stadlmann, J.; Vakhrushev, S. Y.; Woo, C. M.; Wu, H.-Y.; Yang, P.; Ying, W.; Zhang, H.; Zhang, Y.; Zhao, J.; Zaia, J.; Haslam, S. M.; Palmisano, G.; Yoo, J. S.; Larson, G.; Khoo, K.-H.; Medzihradszky , K. F.; Kolarich, D.; Packer, N. H.; Thaysen-Andersen, M.: Community Evaluation of Glycoproteomics Informatics Solutions Reveals High-Performance Search Strategies of Serum N- and O-Glycopeptide Data. (2021)
MPG.PuRe
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Kweyu, C. M.; Khoromskaia, V.; Khoromskij, B.; Stein, M.; Benner, P.: Solution Decomposition for the Nonlinear Poisson-Boltzmann Equation using the Range-Separated Tensor Format. (2021)
MPG.PuRe
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Pelz, L.; Rüdiger, D.; Alnaji, F. G.; Genzel, Y.; Brooke, C. B.; Kupke, S. Y.; Reichl, U.: Semi-continuous propagation of influenza A virus and its defective interfering particles: analyzing the dynamic competition to select candidates for antiviral therapy. (2021)
MPG.PuRe
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Prerna , A.; Bdeir, N.; Gärtner, S.; Reiter, S.; Pelz, L.; Felgenhauer, U.; Reichl, U.; Ludwig, S.; Weber, F.; Hoffmann, M. et al.; Winkler, M.; Pöhlmann , S.: Interferon induction and not replication interference mainly determines anti-influenza virus activity of defective interfering particles. (2021)
MPG.PuRe
DOI
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Przybilla, J.; Voigt, M.: Model Reduction of Parametric Differential-Algebraic Systems by Balanced Truncation. (2021)
MPG.PuRe
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Sarna, N.; Benner, P.: Learning Reduced Order Models from Data for Hyperbolic PDEs. (2021)
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Van Den Bossche, T.; Kunath, B. J.; Schallert, K.; Schäpe, S. S.; Abraham, P. E.; Armengaud, J.; Arntzen, M. Ø.; Bassignani, A.; Benndorf, D.; Fuchs, S. et al.; Giannone, R. J.; Griffin, T. J.; Hagen, L. H.; Halder, R.; Henry, C.; Hettich, R. L.; Heyer, R.; Jagtap, P.; Jehmlich, N.; Jensen, M.; Juste, C.; Kleiner, M.; Langella, O.; Lehmann, T.; Leith, E.; May, P.; Mesuere, B.; Miotello, G.; Peters, S. L.; Pible, O.; Reichl, U.; Renard, B. Y.; Schiebenhoefer, H.; Scryba, A.; Tanca, A.; Trappe, K.; Trezzi, J.-P.; Uzzau, S.; Verschaffelt, P.; von Bergen, M.; Wilmes, P.; Wolf, M.; Martens, L.; Muth, T.: Critical Assessment of Metaproteome Investigation (CAMPI): A Multi-Lab Comparison of Established Workflows. (2021)
MPG.PuRe
DOI
pre-print
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Zhang, Q.; Gosea, I. V.; Antoulas, A. C.: Factorization of the Loewner matrix pencil and its consequences. (2021)
MPG.PuRe
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2020
Preprint
Banagaaya, N.; Ali, G.; Grundel, S.; Benner, P.: Automatic Decoupling and Index-aware Model-Order Reduction for Nonlinear Differential-Algebraic Equations. (2020)
MPG.PuRe
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Gosea, I. V.; Antoulas, A. C.: Rational approximation of the absolute value function from measurements: a numerical study of recent methods. (2020)
MPG.PuRe
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Goyal, P. K.; Daas, H. A.; Benner, P.: Low-Rank and Total Variation Regularization and Its Application to Image Recovery. (2020)
MPG.PuRe
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Grundel, S.; Herty, M.: Hyperbolic Discretization via Riemann Invariants. (2020)
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Sarna, N.; Grundel, S.: Model Reduction of Time-Dependent Hyperbolic Equations using Collocated Residual Minimisation and Shifted Snapshots. (2020)
MPG.PuRe
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Weinhandl, R.; Benner, P.; Richter, T.: A Low-rank Method for Parameter-dependent Fluid-structure Interaction Discretizations with Hyperelasticity. (2020)
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2019
Preprint
Khodkar, M. A.; Hassanzadeh, P.; Antoulas, A. C.: A Koopman-based Framework for Forecasting the Spatiotemporal Evolution of Chaotic Dynamics with Nonlinearities Modeled as Exogenous Forcings. (2019)
MPG.PuRe
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Palitta, D.: The projected Newton-Kleinman Method for the Algebraic Riccati Equation. (2019)
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Yue, Y.; Feng, L.; Benner, P.: An Adaptive Pole-Matching Method for Interpolating Reduced-Order Models. (2019)
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2018
Preprint
Benner, P.; Lang, N.: Peer Methods for the Solution of Large-Scale Differential Matrix Equations. (2018)
MPG.PuRe
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Benner, P.; Onwunta, A.; Stoll, M.: On the Existence and Uniqueness of the Solution of a Parabolic Optimal Control Problem with Uncertain Inputs. (2018)
MPG.PuRe
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Khodkar, M. A.; Antoulas, A. C.; Hassanzadeh, P.: Data-driven Spatio-temporal Prediction of High-dimensional Geophysical Turbulence using Koopman Operator Approximation. (2018)
MPG.PuRe
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Kungurtsev, V.; Mitchell, T.; Vyhlidal, T.: A Comparison of Nonsmooth, Nonconvex, Constrained Optimization Solvers for the Design of Time-Delay Compensators. (2018)
MPG.PuRe
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Kürschner, P.: Residual Minimizing Shift Parameters for the Low-Rank ADI Iteration. (2018)
MPG.PuRe
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Kürschner, P.; Freitag, M. A.: Inexact Methods for the Low Rank Solution to Large Scale Lyapunov Equations. (2018)
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Vogel, S. K.; Wölfer, C.; Ramirez, D. A.; Flassig, R.; Sundmacher, K.; Schwille, P.: Emergence of Directional Actomyosin Flows from Active Matter Vibrations. (2018)
MPG.PuRe
DOI
2017
Preprint
Behr, M.; Benner, P.; Heiland, J.: Example Setups of Navier-Stokes Equations with Control and Observation: Spatial Discretization and Representation via Linear-quadratic Matrix Coefficients. (2017)
MPG.PuRe
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Benner, P.; Dolgov, S.; Onwunta, A.; Stoll, M.: Solving Optimal Control Problems governed by Random Navier-Stokes Equations using Low-Rank Methods. (2017)
MPG.PuRe
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Benner, P.; Goyal, P. K.: Balanced Truncation Model Order Reduction For Quadratic-Bilinear Control Systems. (2017)
MPG.PuRe
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Gosea, I. V.; Antoulas, A. C.: Approximation of a damped Euler-Bernoulli beam model in the Loewner framework. (2017)
MPG.PuRe
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Karachalios, D.; Gosea, I. V.; Zhang, Q.; Antoulas, A. C.: Case study: Approximations of the Bessel Function. (2017)
MPG.PuRe
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2016
Preprint
Du, X.; Benner, P.: Finite-Frequency Model Order Reduction of Linear Systems via Parameterized Frequency-dependent Balanced Truncation. (2016)
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Kuehn, C.; Kürschner, P.: Combined Error Estimates for Local Fluctuations of SPDEs. (2016)
MPG.PuRe
pre-print

Software (17)

2023
Software
Benner, P.; Saak, J.; Werner, S. W. R.: MORLAB-6.0 - Model Order Reduction Laboratory. (2023)
MPG.PuRe
DOI
Software
Saak, J.; Köhler, M.; Benner, P.: M-M.E.S.S.-3.0 – the Matrix Equations Sparse Solvers Library. (2023)
MPG.PuRe
DOI
2022
Software
Saak, J.; Köhler, M.; Benner, P.: M-M.E.S.S.-2.2 – the Matrix Equations Sparse Solvers Library. (2022)
MPG.PuRe
DOI
2021
Software
Benner, P.; Werner, S. W. R.: SOMDDPA - Second-Order Modally-Damped Dominant Pole Algorithm (Version 2.0). (2021)
MPG.PuRe
DOI
Software
Benner, P.; Werner, S. W. R.: SOLBT - Limited Balanced Truncation for Large-Scale Sparse Second-Order Systems (Version 3.0). (2021)
MPG.PuRe
DOI
Software
Saak, J.; Köhler, M.; Benner, P.: M-M.E.S.S.-2.1 – the Matrix Equations Sparse Solvers Library. (2021)
MPG.PuRe
DOI
2020
Software
Benner, P.; Werner, S. W. R.: SOMDDPA - Second-Order Modally-Damped Dominant Pole Algorithm (Version 1.1). (2020)
MPG.PuRe
DOI
Software
Benner, P.; Werner, S. W. R.: Limited Balanced Truncation for Large-Scale Sparse Second-Order Systems (Version 2.0). (2020)
MPG.PuRe
DOI
Software
Saak, J.; Köhler, M.; Benner, P.: M-M.E.S.S.-2.0.1 – the Matrix Equations Sparse Solvers Library. (2020)
MPG.PuRe
DOI
2019
Software
Benner, P.; Werner, S. W. R.: Limited Balanced Truncation for Large-Scale Sparse Second-Order Systems (Version 1.0). (2019)
MPG.PuRe
DOI
Software
Benner, P.; Werner, S. W. R.: SOMDDPA - Second-Order Modally-Damped Dominant Pole Algorithm (Version 1.0). (2019)
MPG.PuRe
DOI
Software
Benner, P.; Werner, S. W. R.: MORLAB-5.0 - Model Order Reduction Laboratory. (2019)
MPG.PuRe
DOI
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