Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories

18 August 2023

Papers citing "Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories"

6 / 6 papers shown

Title
Machine Learning Analysis of Anomalous Diffusion Wenjie Cai Yi Hu X. Qu Hui Zhao Gongyi Wang Jing Li Zihan Huang 67 1 0 02 Dec 2024
Unsupervised learning of anomalous diffusion data Gorka Muñoz-Gil Guillem Guigo i Corominas M. Lewenstein DiffM 20 17 0 07 Aug 2021
Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories Òscar Garibo i Orts M. Garcia-March J. A. Conejero 18 17 0 05 Aug 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 279 9,136 0 06 Jun 2015
Imaging Time-Series to Improve Classification and Imputation Zhiguang Wang Tim Oates AI4TS 39 667 0 01 Jun 2015