A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound

29 October 2020

Papers citing "A Helmholtz equation solver using unsupervised learning: Application to transcranial ultrasound"

8 / 8 papers shown

Title
Solving 2-D Helmholtz equation in the rectangular, circular, and elliptical domains using neural networks D. Veerababu Prasanta K. Ghosh 78 0 0 26 Mar 2025
Physics-guided Full Waveform Inversion using Encoder-Solver Convolutional Neural Networks Matan Goren Eran Treister 42 0 0 27 May 2024
Operator Learning: Algorithms and Analysis Nikola B. Kovachki S. Lanthaler Andrew M. Stuart 81 27 0 24 Feb 2024
Synthetic Skull CT Generation with Generative Adversarial Networks to Train Deep Learning Models for Clinical Transcranial Ultrasound Kasra Naftchi-Ardebili Karanpartap Singh Reza Pourabolghasem P. Ghanouni Gerald R. Popelka Kim Butts Pauly MedIm 21 0 0 01 Aug 2023
Multigrid-Augmented Deep Learning Preconditioners for the Helmholtz Equation using Compact Implicit Layers Bar Lerer Ido Ben-Yair Eran Treister AI4CE 34 3 0 30 Jun 2023
Variational operator learning: A unified paradigm marrying training neural operators and solving partial differential equations Tengfei Xu Dachuan Liu Peng Hao Bo Wang 62 5 0 09 Apr 2023
A Learned Born Series for Highly-Scattering Media A. Stanziola Simon Arridge B. Cox B. Treeby 31 4 0 09 Dec 2022
Principled Acceleration of Iterative Numerical Methods Using Machine Learning S. Arisaka Qianxiao Li 59 5 0 17 Jun 2022