Jonas Kusch

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 36

Top Topics

Conservation Laws

Signal Strength

Low Rank Approximation

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

J. Comput. Appl. Math.

Publications

Chinmay Patwardhan, Martin Frank, Jonas Kusch
Asymptotic-preserving and energy stable dynamical low-rank approximation for thermal radiative transfer equations. CoRR (2024)
Jonas Kusch
Second-order robust parallel integrators for dynamical low-rank approximation. CoRR (2024)
Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
Energy Stable and Conservative Dynamical Low-Rank Approximation for the Su-Olson Problem. SIAM J. Sci. Comput. 46 (2) (2024)
Julian Koellermeier, Philipp Krah, Jonas Kusch
Macro-micro decomposition for consistent and conservative model order reduction of hyperbolic shallow water moment equations: a study using POD-Galerkin and dynamical low-rank approximation. Adv. Comput. Math. 50 (4) (2024)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A Parallel Rank-Adaptive Integrator for Dynamical Low-Rank Approximation. SIAM J. Sci. Comput. 46 (3) (2024)
Lukas Einkemmer, Jingwei Hu, Jonas Kusch
Asymptotic-Preserving and Energy Stable Dynamical Low-Rank Approximation. SIAM J. Numer. Anal. 62 (1) (2024)
Gianluca Ceruti, Lukas Einkemmer, Jonas Kusch, Christian Lubich
A robust second-order low-rank BUG integrator based on the midpoint rule. CoRR (2024)
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
KiT-RT: An Extendable Framework for Radiative Transfer and Therapy. ACM Trans. Math. Softw. 49 (4) (2023)
Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
Rank-adaptive spectral pruning of convolutional layers during training. CoRR (2023)
Lukas Einkemmer, Jonas Kusch, Steffen Schotthöfer
Conservation properties of the augmented basis update & Galerkin integrator for kinetic problems. CoRR (2023)
Julian Koellermeier, Philipp Krah, Jonas Kusch
Macro-micro decomposition for consistent and conservative model order reduction of hyperbolic shallow water moment equations: A study using POD-Galerkin and dynamical low rank approximation. CoRR (2023)
Tianbai Xiao, Jonas Kusch, Julian Koellermeier, Martin Frank
A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws. J. Sci. Comput. 95 (1) (2023)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A parallel rank-adaptive integrator for dynamical low-rank approximation. CoRR (2023)
Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
On the Stability of Robust Dynamical Low-Rank Approximations for Hyperbolic Problems. SIAM J. Sci. Comput. 45 (1) (2023)
Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
Energy stable and conservative dynamical low-rank approximation for the Su-Olson problem. CoRR (2023)
Jonas Kusch, Benjamin Whewell, Ryan G. McClarren, Martin Frank
A low-rank power iteration scheme for neutron transport criticality problems. CoRR (2022)
Jonas Kusch, Benjamin Whewell, Ryan G. McClarren, Martin Frank
A low-rank power iteration scheme for neutron transport criticality problems. J. Comput. Phys. 470 (2022)
Graham W. Alldredge, Martin Frank, Jonas Kusch, Ryan G. McClarren
A realizable filtered intrusive polynomial moment method. J. Comput. Appl. Math. 407 (2022)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. NeurIPS (2022)
Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
KiT-RT: An extendable framework for radiative transfer and therapy. CoRR (2022)
Lukas Einkemmer, Jingwei Hu, Jonas Kusch
Asymptotic-preserving and energy stable dynamical low-rank approximation. CoRR (2022)
Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. CoRR (2022)
Jonas Kusch, Louisa Schlachter
Oscillation mitigation of hyperbolicity-preserving intrusive uncertainty quantification methods for systems of conservation laws. J. Comput. Appl. Math. 400 (2022)
Gianluca Ceruti, Jonas Kusch, Christian Lubich
A rank-adaptive robust integrator for dynamical low-rank approximation. CoRR (2021)
Jonas Kusch, Pia Stammer
A robust collision source method for rank adaptive dynamical low-rank approximation in radiation therapy. CoRR (2021)
Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
On the stability of robust dynamical low-rank approximations for hyperbolic problems. CoRR (2021)
Jonas Kusch, Gianluca Ceruti, Lukas Einkemmer, Martin Frank
Dynamical low-rank approximation for Burgers' equation with uncertainty. CoRR (2021)
Graham W. Alldredge, Martin Frank, Jonas Kusch, Ryan G. McClarren
A Realizable Filtered Intrusive Polynomial Moment Method. CoRR (2021)
Jonas Kusch, Jannick Wolters, Martin Frank
Intrusive acceleration strategies for uncertainty quantification for hyperbolic systems of conservation laws. J. Comput. Phys. 419 (2020)
Jonas Kusch, Louisa Schlachter
Oscillation Mitigation of Hyperbolicity-Preserving Intrusive Uncertainty Quantification Methods for Systems of Conservation Laws. CoRR (2020)
Jonas Kusch, Ryan G. McClarren, Martin Frank
Filtered stochastic Galerkin methods for hyperbolic equations. J. Comput. Phys. 403 (2020)
Jonas Kusch, Jannick Wolters, Martin Frank
Intrusive acceleration strategies for Uncertainty Quantification for hyperbolic systems of conservation laws. CoRR (2019)
Martin Frank, Jonas Kusch, Thomas Camminady, Cory D. Hauck
Ray Effect Mitigation for the Discrete Ordinates Method Using Artificial Scattering. CoRR (2019)
Thomas Camminady, Martin Frank, Kerstin Küpper, Jonas Kusch
Ray effect mitigation for the discrete ordinates method through quadrature rotation. J. Comput. Phys. 382 (2019)
Jonas Kusch, Gordon M. H. Flockhart, Ralf Bauer, Deepak Uttamchandani
Miniaturisation of Photoacoustic Sensing Systems Using MEMS Transducer Arrays and MEMS Scanning Mirrors. IEEE SENSORS (2018)
Craig S. Murdoch, Jonas Kusch, Gordon M. H. Flockhart, Duncan Graham, Karen Faulds, Deepak Uttamchandani
Effect of nanoparticle morphologies on signal strength in photoacoustic sensing. IEEE SENSORS (2017)