Computational Physics · Physics
A model-based iterative learning approach for diffuse optical tomography
Meghdoot Mozumder, Andreas Hauptmann, Ilkka Nissilä, Simon R. Arridge +1
2021-12-15
Analysis of PDEs · Mathematics
Stability for Quantitative Photoacoustic Tomography with well chosen illuminations
Giovanni Alessandrini, Michele Di Cristo, Elisa Francini, Sergio Vessella
2015-05-15
Machine Learning · Computer Science
Instability in Diffusion ODEs: An Explanation for Inaccurate Image Reconstruction
Han Zhang, Jinghong Mao, Shangwen Zhu, Zhantao Yang +5
2025-06-24
Analysis of PDEs · Mathematics
Time-harmonic diffuse optical tomography: H\"older stability of the derivatives of the optical properties of a medium at the boundary
Jason Curran, Romina Gaburro, Clifford J. Nolan, Erkki Somersalo
2021-11-16
Machine Learning · Computer Science
A Consistency-Based Loss for Deep Odometry Through Uncertainty Propagation
Hamed Damirchi, Rooholla Khorrambakht, Hamid D. Taghirad, Behzad Moshiri
2021-07-02
Numerical Analysis · Mathematics
To be or not to be stable, that is the question: understanding neural networks for inverse problems
Davide Evangelista, James Nagy, Elena Morotti, Elena Loli Piccolomini
2024-02-08