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Learning physical properties of anomalous random walks using graph neural networks
22 March 2021
Hippolyte Verdier
M. Duval
François Laurent
Alhassan Cassé
Christian L. Vestergaard
Jean-Baptiste Masson
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Papers citing
"Learning physical properties of anomalous random walks using graph neural networks"
10 / 10 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
28
0
0
07 Apr 2025
Bottom-up Iterative Anomalous Diffusion Detector (BI-ADD)
Junwoo Park
Nataliya Sokolovska
Clément Cabriel
Ignacio Izeddin
Judith Miné-Hattab
47
0
0
14 Mar 2025
Machine Learning Analysis of Anomalous Diffusion
Wenjie Cai
Yi Hu
X. Qu
Hui Zhao
Gongyi Wang
Jing Li
Zihan Huang
74
1
0
02 Dec 2024
Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories
Henrik Seckler
J. Szwabiński
Ralf Metzler
19
25
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
8
6
0
02 Jan 2023
Representation learning for a generalized, quantitative comparison of complex model outputs
Colin G. Cess
Stacey D. Finley
22
2
0
12 Aug 2022
Variational inference of fractional Brownian motion with linear computational complexity
Hippolyte Verdier
Franccois Laurent
Alhassan Cassé
Christian L. Vestergaard
Jean-Baptiste Masson
25
6
0
15 Mar 2022
Unsupervised learning of anomalous diffusion data
Gorka Muñoz-Gil
Guillem Guigo i Corominas
M. Lewenstein
DiffM
23
17
0
07 Aug 2021
WaveNet-Based Deep Neural Networks for the Characterization of Anomalous Diffusion (WADNet)
Dezhong Li
Qiujin Yao
Zihan Huang
DiffM
14
19
0
14 Jun 2021
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
C. Qi
Hao Su
Kaichun Mo
Leonidas J. Guibas
3DH
3DPC
3DV
PINN
222
14,131
0
02 Dec 2016
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