Jonas Kusch - RankMe

59 papers A* 3Journal 53Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Parallel Basis Update and Galerkin Integrator for Tree Tensor Networks. SIAM J. Sci. Comput. Gianluca Ceruti, Jonas Kusch, Christian Lubich, Dominik Sulz
2026	J	`jnl`	Stochastic Dynamical Low-Rank Approximation in the Context of Machine Learning. J. Optim. Theory Appl. Arsen Hnatiuk, Jonas Kusch, Lisa Kusch, Nicolas R. Gauger, Andrea Walther
2026	J	`jnl`	Tucker Attention: A generalization of approximate attention mechanisms. CoRR Timon Klein, Jonas Kusch, Sebastian Sager, Stefan Schnake, Steffen Schotthöfer
2025	J	`jnl`	A Multi-fidelity Adaptive Dynamical Low-Rank Based Optimization Algorithm for Fission Criticality Problems. J. Sci. Comput. Carmela Scalone, Lukas Einkemmer, Jonas Kusch, Ryan G. McClarren
2025	J	`jnl`	A Parallel, Energy-Stable Low-Rank Integrator for Nonlinear Multi-Scale Thermal Radiative Transfer. CoRR Chinmay Patwardhan, Jonas Kusch
2025	J	`jnl`	A geometric framework for momentum-based optimizers for low-rank training. CoRR Steffen Schotthöfer, Timon Klein, Jonas Kusch
2025	J	`jnl`	A high-order deterministic dynamical low-rank method for proton transport in heterogeneous media. CoRR Pia Stammer, Niklas Wahl, Jonas Kusch, Danny Lathouwers
2025	J	`jnl`	A review of low-rank methods for time-dependent kinetic simulations. J. Comput. Phys. Lukas Einkemmer, Katharina Kormann, Jonas Kusch, Ryan G. McClarren, Jing-Mei Qiu
2025	J	`jnl`	An Augmented Backward-Corrected Projector Splitting Integrator for Dynamical Low-Rank Training. CoRR Jonas Kusch, Steffen Schotthöfer, Alexandra Walter
2025	J	`jnl`	An adaptive dynamical low-rank optimizer for solving kinetic parameter identification inverse problems. CoRR Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
2025	J	`jnl`	An energy stable and conservative multiplicative dynamical low-rank discretization for the Su-Olson problem. CoRR Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
2025	J	`jnl`	Asymptotic-Preserving and Energy Stable Dynamical Low-Rank Approximation for Thermal Radiative Transfer Equations. Multiscale Model. Simul. Martin Frank, Jonas Kusch, Chinmay Patwardhan
2025	A*	`conf`	GeoLoRA: Geometric integration for parameter efficient fine-tuning. ICLR Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch
2025	J	`jnl`	HADL Framework for Noise Resilient Long-Term Time Series Forecasting. CoRR Aditya Dey, Jonas Kusch, Fadi Al Machot
2025	J	`jnl`	Low-rank variance reduction for uncertain radiative transfer with control variates. CoRR Chinmay Patwardhan, Pia Stammer, Emil Løvbak, Jonas Kusch, Sebastian Krumscheid
2024	J	`jnl`	A Deterministic Dynamical Low-rank Approach for Charged Particle Transport. CoRR Pia Stammer, Tiberiu Burlacu, Niklas Wahl, Danny Lathouwers, Jonas Kusch
2024	J	`jnl`	A Parallel Rank-Adaptive Integrator for Dynamical Low-Rank Approximation. SIAM J. Sci. Comput. Gianluca Ceruti, Jonas Kusch, Christian Lubich
2024	J	`jnl`	A multi-fidelity adaptive dynamical low-rank based optimization algorithm for fission criticality problems. CoRR Carmela Scalone, Lukas Einkemmer, Jonas Kusch, R. J. McClarren
2024	J	`jnl`	A parallel Basis Update and Galerkin Integrator for Tree Tensor Networks. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich, Dominik Sulz
2024	J	`jnl`	A review of low-rank methods for time-dependent kinetic simulations. CoRR Lukas Einkemmer, Katharina Kormann, Jonas Kusch, Ryan G. McClarren, Jing-Mei Qiu
2024	J	`jnl`	A robust second-order low-rank BUG integrator based on the midpoint rule. CoRR Gianluca Ceruti, Lukas Einkemmer, Jonas Kusch, Christian Lubich
2024	J	`jnl`	A stable multiplicative dynamical low-rank discretization for the linear Boltzmann-BGK equation. CoRR Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
2024	J	`jnl`	Asymptotic-Preserving and Energy Stable Dynamical Low-Rank Approximation. SIAM J. Numer. Anal. Lukas Einkemmer, Jingwei Hu, Jonas Kusch
2024	J	`jnl`	Asymptotic-preserving and energy stable dynamical low-rank approximation for thermal radiative transfer equations. CoRR Chinmay Patwardhan, Martin Frank, Jonas Kusch
2024	J	`jnl`	Energy Stable and Conservative Dynamical Low-Rank Approximation for the Su-Olson Problem. SIAM J. Sci. Comput. Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
2024	J	`jnl`	GeoLoRA: Geometric integration for parameter efficient fine-tuning. CoRR Steffen Schotthöfer, Emanuele Zangrando, Gianluca Ceruti, Francesco Tudisco, Jonas Kusch
2024	A*	`conf`	Geometry-aware training of factorized layers in tensor Tucker format. NeurIPS Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
2024	J	`jnl`	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. Julian Koellermeier, Philipp Krah, Jonas Kusch
2024	J	`jnl`	Second-order robust parallel integrators for dynamical low-rank approximation. CoRR Jonas Kusch
2023	J	`jnl`	A Flux Reconstruction Stochastic Galerkin Scheme for Hyperbolic Conservation Laws. J. Sci. Comput. Tianbai Xiao, Jonas Kusch, Julian Koellermeier, Martin Frank
2023	J	`jnl`	A parallel rank-adaptive integrator for dynamical low-rank approximation. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich
2023	J	`jnl`	Conservation properties of the augmented basis update & Galerkin integrator for kinetic problems. CoRR Lukas Einkemmer, Jonas Kusch, Steffen Schotthöfer
2023	J	`jnl`	Energy stable and conservative dynamical low-rank approximation for the Su-Olson problem. CoRR Lena Baumann, Lukas Einkemmer, Christian Klingenberg, Jonas Kusch
2023	J	`jnl`	KiT-RT: An Extendable Framework for Radiative Transfer and Therapy. ACM Trans. Math. Softw. Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
2023	J	`jnl`	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 Julian Koellermeier, Philipp Krah, Jonas Kusch
2023	J	`jnl`	On the Stability of Robust Dynamical Low-Rank Approximations for Hyperbolic Problems. SIAM J. Sci. Comput. Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
2023	J	`jnl`	Rank-adaptive spectral pruning of convolutional layers during training. CoRR Emanuele Zangrando, Steffen Schotthöfer, Gianluca Ceruti, Jonas Kusch, Francesco Tudisco
2022	J	`jnl`	A low-rank power iteration scheme for neutron transport criticality problems. CoRR Jonas Kusch, Benjamin Whewell, Ryan G. McClarren, Martin Frank
2022	J	`jnl`	A low-rank power iteration scheme for neutron transport criticality problems. J. Comput. Phys. Jonas Kusch, Benjamin Whewell, Ryan G. McClarren, Martin Frank
2022	J	`jnl`	A realizable filtered intrusive polynomial moment method. J. Comput. Appl. Math. Graham W. Alldredge, Martin Frank, Jonas Kusch, Ryan G. McClarren
2022	J	`jnl`	Asymptotic-preserving and energy stable dynamical low-rank approximation. CoRR Lukas Einkemmer, Jingwei Hu, Jonas Kusch
2022	J	`jnl`	KiT-RT: An extendable framework for radiative transfer and therapy. CoRR Jonas Kusch, Steffen Schotthöfer, Pia Stammer, Jannick Wolters, Tianbai Xiao
2022	A*	`conf`	Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. NeurIPS Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
2022	J	`jnl`	Low-rank lottery tickets: finding efficient low-rank neural networks via matrix differential equations. CoRR Steffen Schotthöfer, Emanuele Zangrando, Jonas Kusch, Gianluca Ceruti, Francesco Tudisco
2022	J	`jnl`	Oscillation mitigation of hyperbolicity-preserving intrusive uncertainty quantification methods for systems of conservation laws. J. Comput. Appl. Math. Jonas Kusch, Louisa Schlachter
2021	J	`jnl`	A Realizable Filtered Intrusive Polynomial Moment Method. CoRR Graham W. Alldredge, Martin Frank, Jonas Kusch, Ryan G. McClarren
2021	J	`jnl`	A rank-adaptive robust integrator for dynamical low-rank approximation. CoRR Gianluca Ceruti, Jonas Kusch, Christian Lubich
2021	J	`jnl`	A robust collision source method for rank adaptive dynamical low-rank approximation in radiation therapy. CoRR Jonas Kusch, Pia Stammer
2021	J	`jnl`	Dynamical low-rank approximation for Burgers' equation with uncertainty. CoRR Jonas Kusch, Gianluca Ceruti, Lukas Einkemmer, Martin Frank
2021	J	`jnl`	On the stability of robust dynamical low-rank approximations for hyperbolic problems. CoRR Jonas Kusch, Lukas Einkemmer, Gianluca Ceruti
2020	J	`jnl`	Filtered stochastic Galerkin methods for hyperbolic equations. J. Comput. Phys. Jonas Kusch, Ryan G. McClarren, Martin Frank
2020	J	`jnl`	Intrusive acceleration strategies for uncertainty quantification for hyperbolic systems of conservation laws. J. Comput. Phys. Jonas Kusch, Jannick Wolters, Martin Frank
2020	J	`jnl`	Oscillation Mitigation of Hyperbolicity-Preserving Intrusive Uncertainty Quantification Methods for Systems of Conservation Laws. CoRR Jonas Kusch, Louisa Schlachter
2020	—	`—`	Realizability-preserving discretization strategies for hyperbolic and kinetic equations with uncertainty Jonas Kusch
2019	J	`jnl`	Intrusive acceleration strategies for Uncertainty Quantification for hyperbolic systems of conservation laws. CoRR Jonas Kusch, Jannick Wolters, Martin Frank
2019	J	`jnl`	Ray Effect Mitigation for the Discrete Ordinates Method Using Artificial Scattering. CoRR Martin Frank, Jonas Kusch, Thomas Camminady, Cory D. Hauck
2019	J	`jnl`	Ray effect mitigation for the discrete ordinates method through quadrature rotation. J. Comput. Phys. Thomas Camminady, Martin Frank, Kerstin Küpper, Jonas Kusch
2018	—	`conf`	Miniaturisation of Photoacoustic Sensing Systems Using MEMS Transducer Arrays and MEMS Scanning Mirrors. IEEE SENSORS Jonas Kusch, Gordon M. H. Flockhart, Ralf Bauer, Deepak Uttamchandani
2017	—	`conf`	Effect of nanoparticle morphologies on signal strength in photoacoustic sensing. IEEE SENSORS Craig S. Murdoch, Jonas Kusch, Gordon M. H. Flockhart, Duncan Graham, Karen Faulds, Deepak Uttamchandani