11th Applied Inverse Problems Conference
September 4 - 8, 2023 | Göttingen, Germany
Conference Agenda
Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).
|
|
|
Session Overview |
| Date: Monday, 04/Sept/2023 | ||||||||||||||||
| 8:00am - 9:00am |
Reg: Registration Location: ZHG Foyer |
|||||||||||||||
| 9:00am - 9:50am |
Opening: President of the University of Göttingen Prof. Metin Tolan Location: ZHG 011 Chair: Thorsten Hohage |
|||||||||||||||
| 9:50am - 10:40am |
Pl 1: Plenary lecture Location: ZHG 011 Chair: Simon Robert Arridge On the sample complexity of inverse problems |
|||||||||||||||
| 10:40am - 11:10am |
C1: Coffee Break Location: ZHG Foyer |
|||||||||||||||
| 11:10am - 12:00pm |
Pl 2: Plenary lecture Location: ZHG 011 Chair: Rainer Kress An unexpected role of transmission eigenvalues in imaging algorithms |
|||||||||||||||
| 12:00pm - 1:30pm |
LB1: Lunch Break Location: Mensa |
|||||||||||||||
| 1:30pm - 3:30pm |
MS03 1: Compressed Sensing meets Statistical Inverse Learning Location: VG2.103 Chair: Tatiana Alessandra Bubba Chair: Luca Ratti Chair: Matteo Santacesaria Compressed sensing for the sparse Radon transform Regularization for learning from unlabeled data using related labeled data Random tree Besov priors for detail detection |
MS12 1: Fast optimization-based methods for inverse problems Location: VG2.102 Chair: Tuomo Valkonen Parameter-Robust Preconditioning for Oseen Iteration Applied to Navier–Stokes Control Problems Sparse Bayesian Inference with Regularized Gaussian Distributions An Accelerated Level-Set Method for Inverse Scattering Problems A first-order optimization method with simultaneous adaptive pde constraint solver |
MS14 1: Inverse Modelling with Applications Location: VG1.104 Chair: Daniel Lesnic Chair: Karel Van Bockstal Scanning biological tissues using thermal-waves Identification of the time-dependent part of a heat source in thermoelasticity Uniqueness of determining a space-dependent source for inverse source problems in thermoelasticity |
MS15 1: Experimental and Algorithmic Progress in Photoemission Orbital Imaging Location: VG1.102 Chair: Russell Luke Chair: Stefan Mathias Imaging valence and excited states of fullerenes in momentum space Imaging molecular wave functions with photoemission orbital tomography: An introduction Time-resolved photoemission orbital tomography of organic interfaces Exciton Photoemission Orbital Tomography: Probing the electron and the hole contributions |
MS18 1: Inverse problems for fractional and nonlocal equations Location: VG1.103 Chair: Yi-Hsuan Lin Chair: Jesse Railo Chair: Mikko Salo On the determination of a coefficient in a space-fractional equation with operators of Abel type Nonlocality Helps Fractional p-Calderón problems Uniqueness in an inverse problem for the anisotropic fractional conductivity equation |
MS25 1: Hyperparameter estimation in imaging inverse problems: recent advances on optimisation-based, learning and statistical approaches Location: VG0.111 Chair: Luca Calatroni Chair: Monica Pragliola Automatic Differentiation of Fixed-Point Algorithms for Structured Non-smooth Optimization Learning data-driven priors for image reconstruction: From bilevel optimisation to neural network-based unrolled schemes Learned proximal operators in accelerated unfolded methods with pseudodifferential operators Masked and Unmasked Principles for Automatic Parameter Selection in Variational Image Restoration for Poisson Noise Corruption |
MS29 1: Eigenvalues in inverse scattering Location: VG3.104 Chair: Martin Halla Chair: Peter Monk Interior transmission eigenvalue trajectories A new family of modified interior transmission eigenvalues for a fluid-solid interaction Computation of transmission eigenvalues in singular configurations using a corner perfectly matched layer |
MS34 1: Learned reconstructions for nonlinear inverse problems Location: VG3.103 Chair: Simon Robert Arridge Chair: Andreas Selmar Hauptmann Continuous generative models for nonlinear inverse problems Data-driven quantitative photoacoustic imaging Mapping properties of neural networks and inverse problems Data-driven regularization theory of invertible ResNets for solving inverse problems |
MS39: Statistical inverse problems: regularization, learning and guarantees Location: VG2.105 Chair: Kim Knudsen Chair: Abhishake Abhishake On the Regularized Functional Regression Inverse learning in Hilbert scales Stability and Generalization for Stochastic Gradient Methods Causality and Consistency in Bayesian Inference Paradigms |
MS43 1: Inverse Problems in radiation protection and nuclear safety Location: VG1.108 Chair: Lorenz Kuger Chair: Samuli Siltanen Passive Gamma Emission Tomography (PGET) of spent nuclear fuel Bayesian modelling and inference for radiation source localisation Image reconstruction for Passive Gamma Emission Tomography of spent nuclear fuel Exact inversion of an integral transform arising in passive detection of gamma-ray sources with a Compton camera |
MS44 1: Modelling in Earth and planetary sciences by data inversion at various scales Location: VG2.104 Chair: Christian Gerhards Chair: Volker Michel Chair: Frederik J Simons Inverse magnetization problems in geoscience at various scales Slepian concentration problem for polynomials on the Ball Regularized matching pursuits with a learning add-on for geoscientific inverse problems Non-unique Inversions in Earth Sciences - an Underestimated Pitfall? |
MS52 1: Integral geometry, rigidity and geometric inverse problems Location: VG1.105 Chair: Francois Sylvain Monard Chair: Plamen Stefanov Inverse problem for Yang-Mills-Higgs fields The Lorentzian scattering rigidity problem and rigidity of stationary metrics |
MS54 1: The x-ray transform and its generalizations: Theory, methods, and applications Location: VG1.101 Chair: Suman Kumar Sahoo Unique continuation for the momentum ray transform The linearized Calderon problem for polyharmonic operators The star transform and its links to various areas of mathematics Linearized Calderon problem for biharmonic operator with partial data |
MS55 1: Nonlinear Inverse Scattering and Related Topics Location: VG3.101 Chair: Yang Yang An Inverse Problem for Nonlinear Time-dependent Schrodinger Equations with Partial Data Supercomputing-based inverse modeling of high-resolution atmospheric contaminant source intensity distribution using remote sensing data Some progresses in Carleman estimates and their applications in inverse problems for stochastic partial differential equations Inverse scattering problems with incomplete data |
MS56 1: Inverse Problems of Transport Equations and Related Topics Location: VG2.106 Chair: Ru-Yu Lai Chair: Hanming Zhou Multiscale Parameter Identification: mesoscopic kernel reconstruction from macroscopic data A 1-Wasserstein framework for forward-peaked diffusive transport Recovery of coefficients in nonlinear transport equations Mapping properties and functional relations for the hyperbolic X-ray transform |
MS57 1: Inverse Problems in Time-Domain Imaging at the Small Scales Location: VG3.102 Chair: Eric Bonnetier Chair: Xinlin Cao Chair: Mourad Sini Inverse wave scattering in the time domain A new approach to an inverse source problem for the wave equation Simultaneous Reconstruction Of Optical And Acoustical Properties In PA-Imaging Using Plasmonics. Time domain analysis of body resonant-modes for classical waves |
| 3:30pm - 4:00pm |
C2: Coffee Break Location: ZHG Foyer |
|||||||||||||||
| 4:00pm - 6:00pm |
MS03 2: Compressed Sensing meets Statistical Inverse Learning Location: VG2.103 Chair: Tatiana Alessandra Bubba Chair: Luca Ratti Chair: Matteo Santacesaria SGD for statistical inverse problems Convex regularization in statistical inverse learning problems An off-the-grid approach to multi-compartment magnetic fingerprinting How many Neurons do we need? A refined Analysis. |
MS12 2: Fast optimization-based methods for inverse problems Location: VG2.102 Chair: Bjørn Christian Skov Jensen Limited memory restarted $\ell^p-\ell^q$ minimization methods using generalized Krylov subspaces A high order PDE-constrained optimization for the image denoising problem A primal dual projection algorithm for efficient constraint preconditioning An Inexact Trust-Region Algorithm for Nonsmooth Nonconvex Optimization |
MS14 2: Inverse Modelling with Applications Location: VG1.104 Chair: Daniel Lesnic Chair: Karel Van Bockstal Boundary identification in cantilever beam equation related to the atomic force microscopy Recent developments on integral equation approaches for Electrical Impedance Tomography Inverse problem of determining time-dependent diffusion coefficient in the time-fractional heat equation Determining an Iwatsuka Hamiltonian through quantum velocity measurement |
MS15 2: Experimental and Algorithmic Progress in Photoemission Orbital Imaging Location: VG1.102 Chair: Russell Luke Chair: Stefan Mathias A minimalist approach to 3D photoemission orbital tomography: how many measurements are enough? Experimental progress towards time-resolved three-dimensional orbital tomography Element-Selective Structural Information by Hard X-ray Photoelectron Diffraction Imaging molecular wave functions with photoemission orbital tomography: Recent developments |
MS18 2: Inverse problems for fractional and nonlocal equations Location: VG1.103 Chair: Yi-Hsuan Lin Chair: Jesse Railo Chair: Mikko Salo The Calderón problem for directionally antilocal operators An Inverse Problem for Nonlinear Fractional Magnetic Schrodinger Equation Properties of solutions for anisotropic viscoelastic systems Fractional anisotropic Calderon problem on Riemannian manifolds |
MS25 2: Hyperparameter estimation in imaging inverse problems: recent advances on optimisation-based, learning and statistical approaches Location: VG0.110 Chair: Luca Calatroni Chair: Monica Pragliola Learning a sparsity-promoting regularizer for linear inverse problems Noise Estimation via Tractable Diffusion Speckle noise removal via learned variational models Bayesian sparse optimization for dictionary learning |
MS29 2: Eigenvalues in inverse scattering Location: VG3.104 Chair: Martin Halla Chair: Peter Monk A duality between scattering poles and transmission eigenvalues in scattering theory Prolate eigensystem and its application in Born inverse scattering Scattering from corners and other singularities The inverse spectral problem for a spherically symmetric refractive index using modified transmission eigenvalues |
MS34 2: Learned reconstructions for nonlinear inverse problems Location: VG3.103 Chair: Simon Robert Arridge Chair: Andreas Selmar Hauptmann Learned iterative model-based approaches in quantitative photoacoustic tomography Autocorrelation analysis for cryo-EM with sparsifying priors Model corrections in linear and nonlinear inverse problems |
MS35: Edge-preserving uncertainty quantification for imaging Location: VG2.105 Chair: Amal Mohammed A Alghamdi Chair: Jakob Sauer Jørgensen Efficient Bayesian computation for low-photon imaging problems Advancements of $\alpha$-stable priors for Bayesian inverse problems Edge preserving Random Tree Besov Priors CUQIpy - Computational Uncertainty Quantification for Inverse problems in Python |
MS43 2: Inverse Problems in radiation protection and nuclear safety Location: VG1.108 Chair: Lorenz Kuger Chair: Samuli Siltanen Gamma spectrum analysis in nuclear decommissioning Practical gamma ray imaging with monolithic scintillation detector Compton cameras Machine Learning Techniques applied to Compton Cameras |
MS44 2: Modelling in Earth and planetary sciences by data inversion at various scales Location: VG2.104 Chair: Christian Gerhards Chair: Volker Michel Chair: Frederik J Simons Efficient Parameter Estimation of Sampled Random Fields Co-estimation of core and lithospheric signals in satellite magnetic data Transdimensional joint inversion of gravity and surface wave phase velocities The inverse problem of micromagnetic tomography in rock- and paleomagnetism |
MS52 2: Integral geometry, rigidity and geometric inverse problems Location: VG1.105 Chair: Francois Sylvain Monard Chair: Plamen Stefanov Resonant forms at zero for dissipative Anosov flows Ray transform problems arising from seismology X-ray mapping properties and degenerately elliptic operators The range of the non-Abelian X-ray transform |
MS54 2: The x-ray transform and its generalizations: Theory, methods, and applications Location: VG1.101 Chair: Suman Kumar Sahoo Inversion of the momenta X-ray transform of symmetric tensor fields in the plane Simultaneous recovery of attenuation and source density in SPECT and multibang regularisation Inversion of a restricted transverse ray transform on symmetric $m$-tensor fields in $\mathbb{R}^3$ Inverse problems, unique continuation and the fractional Laplacian |
MS55 2: Nonlinear Inverse Scattering and Related Topics Location: VG3.101 Chair: Yang Yang Imaging with two-photon absorption optics Hopf lemma for fractional diffusion equations and application to inverse problem |
MS56 2: Inverse Problems of Transport Equations and Related Topics Location: VG2.106 Chair: Ru-Yu Lai Chair: Hanming Zhou Reconstruction of the doping profile in Vlasov-Poisson Quantitative reconstructions in inverse transport problems Imaging with two-photon absorption optics |
MS57 2: Inverse Problems in Time-Domain Imaging at the Small Scales Location: VG3.102 Chair: Eric Bonnetier Chair: Xinlin Cao Chair: Mourad Sini A mathematical theory of resolution limits for dynamic super-resolution in particle tracking problems Heat Generation Using Lorentzian Nanoparticles. The Full Maxwell System Lipschitz stability for some inverse problems for a hyperbolic PDE with space and time dependent coefficients Scattering of electromagnetic waves by small obstacles |
Contact and Legal Notice · Contact Address:  Privacy Statement · Conference: AIP 2023 |
Conference Software: ConfTool Pro 2.8.101+TC © 2001–2024 by Dr. H. Weinreich, Hamburg, Germany |
