Deep-learning-based prediction of nanoparticle phase transitions during
in situ transmission electron microscopy

Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy

23 May 2022

Steven Spurgeon

ArXiv (abs)PDF HTML

Papers citing "Deep-learning-based prediction of nanoparticle phase transitions during in situ transmission electron microscopy"

9 / 9 papers shown

Title
An Automated Scanning Transmission Electron Microscope Guided by Sparse Data Analytics M. Olszta Derek Hopkins K. Fiedler Marjolein Oostrom Sarah Akers Steven Spurgeon 59 17 0 30 Sep 2021
Design of a Graphical User Interface for Few-Shot Machine Learning Classification of Electron Microscopy Data Christina Doty Shaun Gallagher Wenqi Cui Wenya Chen Shweta Bhushan Marjolein Oostrom Sarah Akers Steven Spurgeon 29 19 0 21 Jul 2021
A Review on Deep Learning Techniques for Video Prediction Sergiu Oprea P. Martinez-Gonzalez Alberto Garcia-Garcia John Alejandro Castro-Vargas S. Orts-Escolano Jose Garcia-Rodriguez Antonis Argyros 92 255 0 10 Apr 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 155 291 0 03 Mar 2020
Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction Beibei Jin Yu Hu Qiankun Tang Jingyu Niu Zhiping Shi Yinhe Han Xiaowei Li 49 96 0 23 Feb 2020
Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge Emmanuel de Bézenac Arthur Pajot Patrick Gallinari PINN AI4CE 107 318 0 21 Nov 2017
Unsupervised Learning for Physical Interaction through Video Prediction Chelsea Finn Ian Goodfellow Sergey Levine 80 1,047 0 23 May 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 568 8,007 0 13 Jun 2015
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 148 2,593 0 16 Feb 2015