AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy
Data in (Scanning) Transmission Electron Microscopy and Beyond

AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond

16 May 2021

Sergei V. Kalinin

Papers citing "AtomAI: A Deep Learning Framework for Analysis of Image and Spectroscopy Data in (Scanning) Transmission Electron Microscopy and Beyond"

9 / 9 papers shown

Title
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data Prashant P. Shinde Priyadarshini P. Pai Shashishekar P. Adiga K. Subramanya Mayya Yongbeom Seo Myungsoo Hwang Heeyoung Go C. P 17 0 0 15 May 2025
SAM-I-Am: Semantic Boosting for Zero-shot Atomic-Scale Electron Micrograph Segmentation Waqwoya Abebe Jan Strube Luanzheng Guo Nathan R. Tallent Oceane Bel Steven Spurgeon Christina Doty Ali Jannesari 28 1 0 09 Apr 2024
Detecting Atomic Scale Surface Defects in STM of TMDs with Ensemble Deep Learning Darian Smalley S. Lough Luke N. Holtzman Kaikui Xu Madisen Holbrook M. Rosenberger J. Hone K. Barmak M. Engineering 11 0 0 08 Dec 2023
Towards Lightweight Data Integration using Multi-workflow Provenance and Data Observability Renan Souza Tyler J. Skluzacek Sean R. Wilkinson M. Ziatdinov Rafael Ferreira da Silva AI4CE 21 6 0 17 Aug 2023
Combining Variational Autoencoders and Physical Bias for Improved Microscopy Data Analysis Arpan Biswas M. Ziatdinov Sergei V. Kalinin 13 5 0 08 Feb 2023
Towards Augmented Microscopy with Reinforcement Learning-Enhanced Workflows Michael Xu Abinash Kumar J. Lebeau 16 7 0 04 Aug 2022
Optimizing Training Trajectories in Variational Autoencoders via Latent Bayesian Optimization Approach Arpan Biswas Rama K Vasudevan M. Ziatdinov Sergei V. Kalinin BDL DRL 19 10 0 30 Jun 2022
Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network Connor Robertson J. Wilmoth S. Retterer M. Fuentes-Cabrera 19 2 0 12 May 2022
An Automated Scanning Transmission Electron Microscope Guided by Sparse Data Analytics M. Olszta Derek Hopkins K. Fiedler Marjolein Oostrom Sarah Akers Steven Spurgeon 30 16 0 30 Sep 2021