Danny Smyl

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2025 J jnl
Inverse structural design with generative and probabilistic autoencoders and diffusion models.
Eng. Appl. Artif. Intell.
Bozhou Zhuang, Adrien Gallet, Danny Smyl
2025 J jnl
Physics Informed Neural Networks for Electrical Impedance Tomography.
Neural Networks
Danny Smyl, Tyler N. Tallman, Laura Homa, Chenoa Flournoy, Sarah J. Hamilton, John Wertz
2024 J jnl
Machine learning for structural design models of continuous beam systems via influence zones.
CoRR
Adrien Gallet, Andrew Liew, Iman Hajirasouliha, Danny Smyl
2024 J jnl
Physics-informed neural networks (PINNs) for numerical model error approximation and superresolution.
CoRR
Bozhou Zhuang, Sashank Rana, Brandon Jones, Danny Smyl
2023 J jnl
DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography.
IEEE Trans. Pattern Anal. Mach. Intell.
Dong Liu, Junwu Wang, Qianxue Shan, Danny Smyl, Jiansong Deng, Jiangfeng Du
2023 J jnl
Influence zones for continuous beam systems.
CoRR
Adrien Gallet, Andrew Liew, Iman Hajirasouliha, Danny Smyl
2021 J jnl
An Efficient Quasi-Newton Method for Nonlinear Inverse Problems via Learned Singular Values.
IEEE Signal Process. Lett.
Danny Smyl, Tyler N. Tallman, Dong Liu, Andreas Hauptmann
2021 J jnl
Learning and correcting non-Gaussian model errors.
J. Comput. Phys.
Danny Smyl, Tyler N. Tallman, Jonathan A. Black, Andreas Hauptmann, Dong Liu
2021 J jnl
Shape-Driven EIT Reconstruction Using Fourier Representations.
IEEE Trans. Medical Imaging
Dong Liu, Danping Gu, Danny Smyl, Anil Kumar Khambampati, Jiansong Deng, Jiangfeng Du
2021 J jnl
Supershape Augmented Reconstruction Method Based on Boolean Operations in Electrical Impedance Tomography.
IEEE Trans. Instrum. Meas.
Danping Gu, Jiansong Deng, Danny Smyl, Dong Liu, Jiangfeng Du
2021 J jnl
Supershape Recovery From Electrical Impedance Tomography Data.
IEEE Trans. Instrum. Meas.
Danping Gu, Dong Liu, Danny Smyl, Jiansong Deng, Jiangfeng Du
2020 J jnl
An efficient Quasi-Newton method for nonlinear inverse problems via learned singular values.
CoRR
Danny Smyl, Tyler N. Tallman, Dong Liu, Andreas Hauptmann
2020 J jnl
B-Spline Level Set Method for Shape Reconstruction in Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du
2020 J jnl
Fusing electrical and elasticity imaging.
CoRR
Andreas Hauptmann, Danny Smyl
2020 J jnl
Learning and correcting non-Gaussian model errors.
CoRR
Danny Smyl, Tyler N. Tallman, Jonathan A. Black, Andreas Hauptmann, Dong Liu
2020 J jnl
Multiphase Conductivity Imaging With Electrical Impedance Tomography and B-Spline Level Set Method.
IEEE Trans. Instrum. Meas.
Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du
2020 J jnl
Nonstationary Shape Estimation in Electrical Impedance Tomography Using a Parametric Level Set-Based Extended Kalman Filter Approach.
IEEE Trans. Instrum. Meas.
Dong Liu, Danny Smyl, Jiangfeng Du
2020 J jnl
Optimizing Electrode Positions in 2-D Electrical Impedance Tomography Using Deep Learning.
IEEE Trans. Instrum. Meas.
Danny Smyl, Dong Liu
2020 J jnl
Shape Reconstruction Using Boolean Operations in Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du
2020 J jnl
Shape-Driven Difference Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Dong Liu, Danny Smyl, Danping Gu, Jiangfeng Du
2019 J jnl
A Parametric Level Set-Based Approach to Difference Imaging in Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Dong Liu, Danny Smyl, Jiangfeng Du
2019 J jnl
B-Spline-Based Sharp Feature Preserving Shape Reconstruction Approach for Electrical Impedance Tomography.
IEEE Trans. Medical Imaging
Dong Liu, Danping Gu, Danny Smyl, Jiansong Deng, Jiangfeng Du
2019 J jnl
Less is often more: Applied inverse problems using
J. Comput. Phys.
Danny Smyl, Dong Liu
2019 J jnl
OpenQSEI: A MATLAB package for quasi static elasticity imaging.
SoftwareX
Danny Smyl, Sven Bossuyt, Dong Liu
2019 J jnl
Optimizing electrode positions for 2D Electrical Impedance Tomography sensors using deep learning.
CoRR
Danny Smyl, Dong Liu