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  • 1-10 ل  83 نتائج ل ""Inverse problems""

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Collection : Normandie Universite
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Report

Simulation-Augmented Physics-Aware Neural Networks for Nonlinear Inverse Problems

Subjects: Inverse problems orbit determination nonlinear problems machine learning neural network; Inverse problems; orbit determination

  • Source: https://hal.science/hal-05066556 ; 2025.

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Conference

Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems trained with Gradient Descent

Subjects: Inverse problems; Deep Image/Inverse Prior; OverparametrizationLyon; France

  • Source: 2024 32nd European Signal Processing Conference (EUSIPCO)https://hal.science/hal-044964352024 32nd European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. pp.1806-1810,

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Report

Bregman geometry-aware split Gibbs sampling for Bayesian Poisson inverse problems

Subjects: Inverse problems; Bayesian inference; Markov chain Monte Carlo algorithms

  • Source: https://hal.science/hal-05368417 ; 2025.

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Academic Journal

Convergence and Recovery Guarantees of Unsupervised Neural Networks for Inverse Problems

Subjects: Inverse problems; Deep Image/Inverse Prior; Overparametrization

  • Source: ISSN: 0924-9907.

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Academic Journal

Distribution-free uncertainty quantification for inverse problems: Application to weak lensing mass mapping

Subjects: gravitational lensing: weak; methods: statistical; cosmology: observations

  • Source: ISSN: 0004-6361.

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Report

SimPINNs: Simulation-Driven Physics-Informed Neural Networks for Enhanced Performance in Nonlinear Inverse Problems

Subjects: Inverse problems Neural Networks Physics-Informed Simulation; Inverse problems; Neural Networks

  • Source: https://hal.science/hal-04216669 ; 2023.

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Report

Distribution-free uncertainty quantification for inverse problems: application to weak lensing mass mapping

Subjects: Cosmological observations; Statistical methodologies; Weak gravitational lensing

  • Source: https://hal.science/hal-04730282 ; 2025.

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Dissertation/ Thesis

Neural Network Based Methods for Inverse Problems: Algorithms and Guarantees ; Méthodes à base de Réseaux de Neurones pour les Problèmes Inverses: Algorithmes et Garanties

Subjects: Inverse problems; Kurdyka-Łojasiewicz; Unsupervised neural networks

  • Source: https://theses.hal.science/tel-04954064 ; Machine Learning [cs.LG]. Université de CAEN Normandie, 2024. English. ⟨NNT : ⟩.

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Report

PARTIAL DATA INVERSE PROBLEMS FOR REACTION-DIFFUSION AND HEAT EQUATIONS

Subjects: [MATH]Mathematics [math]

  • Source: https://hal.science/hal-04662139 ; 2024.

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Book

Implicit Regularization of the Deep Inverse Prior Trained with Inertia

Subjects: Stable recovery; Convergence; Hessian damping

  • Source: Machine Learning Solutions for Inverse Problems: Part A ; https://hal.science/hal-05096009 ; A. Hauptmann, B. Jin, Carola-Bibiane

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  • 1-10 ل  83 نتائج ل ""Inverse problems""