WaveNet-Based Deep Neural Networks for the Characterization of Anomalous Diffusion (WADNet)

14 June 2021

Papers citing "WaveNet-Based Deep Neural Networks for the Characterization of Anomalous Diffusion (WADNet)"

6 / 6 papers shown

Title
AnomalousNet: A Hybrid Approach with Attention U-Nets and Change Point Detection for Accurate Characterization of Anomalous Diffusion in Video Data Yusef Ahsini Marc Escoto J. Alberto Conejero 55 0 0 07 Apr 2025
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 130 1 0 02 Dec 2024
Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories Henrik Seckler J. Szwabiński Ralf Metzler 53 28 0 18 Aug 2023
Preface: Characterisation of Physical Processes from Anomalous Diffusion Data Carlo Manzo Gorka Muñoz-Gil Giovanni Volpe Miguel Ángel García-March M. Lewenstein Ralf Metzler AI4CE 85 6 0 02 Jan 2023
Characterization of anomalous diffusion through convolutional transformers Nicolás Firbas Òscar Garibo i Orts M. Garcia-March J. A. Conejero 78 19 0 10 Oct 2022
Unsupervised learning of anomalous diffusion data Gorka Muñoz-Gil Guillem Guigo i Corominas M. Lewenstein DiffM 59 18 0 07 Aug 2021