Publications

2026

1. Christian Clason and Tobias Unterberger
   Orlicz space relaxation of total variation denoising
   arxiv:2609.26645 for Orlicz space relaxation of total variation denoising
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2. Barbara Kaltenbacher
   Linearized uniqueness of space dependent coefficients in a non-autonomous evolution equation from non-local observations
   arxiv:2608.07177 for Linearized uniqueness of space dependent coefficients in a non-autonomous evolution equation from non-local observations
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3. Daniel Mackner, Philip Schaten, Markus Huemer, Viktoria Buchegger, Moritz Blumenthal, Xiaoqing Wang, and Martin Uecker
   BART online open-source sequence toolbox for computational MRI
   arxiv:2607.19099 for BART online open-source sequence toolbox for computational MRI
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4. Jyrki Jauhiainen, Yassine Nabou, and Tuomo Valkonen
   Dynamic inverse problems: Single-loop online algorithms
   arxiv:2606.10951 for Dynamic inverse problems: Single-loop online algorithms
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5. Alexander Falk, Laurenz Nagler, Andreas Habring, and Thomas Pock
   Time-inhomogeneous preconditioned Langevin dynamics
   arxiv:2605.06091 for Time-inhomogeneous preconditioned Langevin dynamics
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6. Alexander Falk, Andreas Habring, Christoph Griesbacher, and Thomas Pock
   Accelerated sampling with the inertial Langevin algorithm
   arxiv:2510.06723 for Accelerated sampling with the inertial Langevin algorithm
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7. Nicole Pellizzon, Richard Huber, Jon Spangenberg, and Jakob Sauer Jørgensen
   Systematic analysis of penalty-optimised illumination design for tomographic volumetric additive manufacturing via the extendable framework TVAM AID using the core imaging library
   arxiv:2602.12178 for Systematic analysis of penalty-optimised illumination design for tomographic volumetric additive manufacturing via the extendable framework TVAM AID using the core imaging library
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8. Giacomo Bertazzoni, Elisa Davoli, Samuele Riccò, and Elvira Zappale
   Functions of bounded Musielak–Orlicz-type deformation and anisotropic Total Generalized Variation for image-denoising problems
   arxiv:2509.09237 for Functions of bounded Musielak–Orlicz-type deformation and anisotropic Total Generalized Variation for image-denoising problems
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9. Martin Holler and Erion Morina
   On uniqueness in structured model learning
   arxiv:2410.22009 for On uniqueness in structured model learning
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2025

10. Erion Morina and Martin Holler
    Physically consistent model learning for reaction-diffusion systems
    arxiv:2512.14240 for Physically consistent model learning for reaction-diffusion systems
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11. Mikhail Cherdantsev, Elisa Davoli, Lorenza D’Elia, and Samuele Riccò
    Homogenization and linearization in magnetoelasticity under small elastic response
    arxiv:2511.21907 for Homogenization and linearization in magnetoelasticity under small elastic response
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12. Elisa Davoli, Christian Kuehn, Luca Scarpa, and Lara Trussardi
    Local asymptotics for the nonlocal Swift-Hohenberg equation
    arxiv:2511.02341 for Local asymptotics for the nonlocal Swift-Hohenberg equation
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13. Hòa T. Bùi, Minh N. Bùi, and Christian Clason
    Variational analysis in spectral decomposition systems
    arxiv:2510.11433 for Variational analysis in spectral decomposition systems
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14. Elisa Davoli, Giovanni Di Fratta, Rossella Giorgio, and Andrea Pinamonti
    Necessary and sufficient conditions for the Maz’ya–Shaposhnikova formula in (fractional) Sobolev spaces
    arxiv:2509.23226 for Necessary and sufficient conditions for the Maz'ya–Shaposhnikova formula in (fractional) Sobolev spaces
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15. Johannes Haubner and Christian Clason
    Well-posedness of an optical flow based optimal control formulation for image registration
    arxiv:2507.10188 for Well-posedness of an optical flow based optimal control formulation for image registration
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16. Hòa T. Bùi, Minh N. Bùi, and Christian Clason
    Convex analysis in spectral decomposition systems
    arxiv:2503.14981 for Convex analysis in spectral decomposition systems
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17. Elisa Davoli and Emanuele Tasso
    Non-local non-homogeneous phase transitions: regularity of optimal profiles and sharp-interface limit
    arxiv:2412.11756 for Non-local non-homogeneous phase transitions: regularity of optimal profiles and sharp-interface limit
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1. Laurenz Nagler, Martin Zach, and Thomas Pock
   Product-of-Gaussian-mixture diffusion models for joint nonlinear MRI reconstruction
   Journal of Mathematical Imaging and Vision, vol. 68, Jun. 2026
   arxiv:2605.10629 for Product-of-Gaussian-mixture diffusion models for joint nonlinear MRI reconstruction
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2. Barbara Kaltenbacher
   On uniqueness of coefficient identification in the Bloch–Torrey equation for magnetic resonance imaging
   Mathematical Models and Methods in Applied Sciences, pp. 1–44, May 2026
   arxiv:2506.13708 for On uniqueness of coefficient identification in the Bloch–Torrey equation for magnetic resonance imaging
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3. Barbara Kaltenbacher
   Decay rates to equilibrium in a nonlinear subdiffusion equation with two counteracting terms
   Evolution Equations and Control Theory, vol. 24, no. 0, pp. 352–370, 2026
   arxiv:2601.21038 for Decay rates to equilibrium in a nonlinear subdiffusion equation with two counteracting terms
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4. Stefano Almi, Elisa Davoli, Aleksandra Kubin, and Elisa Tasso
   On De Giorgi’s conjecture of nonlocal approximations for free-discontinuity problems: The symmetric gradient case
   Calculus of Variations and Partial Differential Equations, vol. 65, no. 5, p. 160, 2026
   arxiv:2410.23908 for On De Giorgi's conjecture of nonlocal approximations for free-discontinuity problems: The symmetric gradient case
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5. Giovanna Bonfanti, Elisa Davoli, and Riccarda Rossi
   A coupled rate-dependent/rate-independent system for adhesive contact in Kirchhoff–-Love plates
   Advances in Calculus of Variations, vol. 19, no. 2, pp. 131–177, 2026
   arxiv:2307.06327 for A coupled rate-dependent/rate-independent system for adhesive contact in Kirchhoff–-Love plates
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6. Federica Caforio, Martin Holler, and Matthias Höfler
   On parameter identification in three-dimensional elasticity and discretisation with physics-informed neural networks
   Inverse Problems, 2026
   arxiv:2512.09754 for On parameter identification in three-dimensional elasticity and discretisation with physics-informed neural networks
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7. Lukas Glaszner, Martin Zach, and Thomas Pock
   Bigger isn’t always better: Towards a general prior for medical image reconstruction
   International Journal of Computer Vision, vol. 134, no. 6, 2026
   arxiv:2501.07376 for Bigger isn't always better: Towards a general prior for medical image reconstruction
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8. Moritz Blumenthal, Tina Holliber, Jonathan I. Tamir, and Martin Uecker
   Fast and robust diffusion posterior sampling for MR image reconstruction using the preconditioned unadjusted Langevin algorithm
   Magnetic Resonance in Medicine, vol. 96, no. 3, pp. 1323–1332, 2026
   arxiv:2512.05791 for Fast and robust diffusion posterior sampling for MR image reconstruction using the preconditioned unadjusted Langevin algorithm
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9. Erion Morina, Philipp Scholl, and Martin Holler
   Symbolic recovery of PDEs from measurement data
   Transactions on Machine Learning Research, 2026
   arxiv:2602.15603 for Symbolic recovery of PDEs from measurement data
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10. Bruno Viti, Elias Karabelas, and Martin Holler
    CONSIGN: Conformal segmentation informed by spatial groupings via decomposition
    in The Fourteenth International Conference on Learning Representations, 2026
    arxiv:2505.14113 for CONSIGN: Conformal segmentation informed by spatial groupings via decomposition
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11. Richard Huber, Rolf Clackdoyle, and Laurent Desbat
    Determination of range conditions for general projection pair operators
    Inverse Problems, vol. 42, no. 3, p. 035007, 2026
    arxiv:2510.07480 for Determination of range conditions for general projection pair operators
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12. Moritz Blumenthal and Martin Uecker
    Phase-pole-free images and smooth coil sensitivity maps by regularized nonlinear inversion
    Magnetic Resonance in Medicine, vol. 96, no. 1, pp. 134–145, 2026
    arxiv:2508.04685 for Phase-pole-free images and smooth coil sensitivity maps by regularized nonlinear inversion
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13. Markus Huemer, Clemens Stilianu, Nick Scholand, Daniel Mackner, Martin Uecker, Moritz Zaiss, and Rudolf Stollberger
    Dynamic transitions for fast joint acquisition and reconstruction of CEST-Rex and T1
    Magnetic Resonance in Medicine, vol. 95, no. 4, pp. 2153–2168, 2026
    arxiv:2509.21184 for Dynamic transitions for fast joint acquisition and reconstruction of CEST-Rex and T1
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14. Barbara Kaltenbacher and Paul Manns
    Locally-averaged McCormick relaxations for discretization-regularized inverse problems
    Inverse Problems, vol. 42, no. 4, p. 045015, 2026
    arxiv:2601.01995 for Locally-averaged McCormick relaxations for discretization-regularized inverse problems
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15. Elisa Davoli and Ulisse Stefanelli
    Level sets of solutions to the stationary Hamilton-Jacobi equation are John regular
    Journal of Differential Equations, vol. 469, p. 114340, 2026
    arxiv:2312.17635 for Level sets of solutions to the stationary Hamilton-Jacobi equation are John regular
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