Birs- 22w5118: New Ideas in Computational Inverse Problems

  1. Title:
    Some aspects of stochastic optimisation for Inverse Problems

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  2. Title:
    Structure-exploiting transportation of measure for Bayesian inverse problems

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  3. Title:
    Wave-based inverse problems - reducing non-linearity and uncertainty quantification

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    How much can one learn a PDE from a single solution data?

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  5. Title:
    Numerical and theoretical analysis for optimal shape inverse problems

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  6. Title:
    Discrete inverse problems with internal functionals

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  7. Title:
    Inferring Geometries and Rheological Properties of Tectonic Plates Using a Bayesian Level Set Method

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    Gradient-based data and parameter dimension reduction for Bayesian models

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  9. Title:
    Mirror Langevin for sampling constrained distributions

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  10. Title:
    Regularization of the Factorization Method with Applications

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  11. Title:
    Sparse Random Feature Models and Applications

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  12. Title:
    Inverse problems for the decaying systems

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  13. Title:
    40 Years of Calderon's Problem

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  14. Title:
    Waveform inversion with a data driven estimate of the internal wave

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  15. Title:
    Gaussian process regression in inverse problems and Markov chain Monte Carlo

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  16. Title:
    Multi-scale inverse problems - from Schroedinger to Newton to Boltzmann

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  17. Title:
    Computational Methods for Mean-field Games and their Inverse Problems

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  18. Title:
    Multiscale inverse problem based on radiative transport equation

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  19. Title:
    Fast algorithms for computational wave modeling and inversion

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  20. Title:
    Inverse Weak Adversarial Networks - iWAN - A Computational Method for High-dimensional Inverse Problems

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