$FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy$

FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy

1 July 2022

Pranshu Chaturvedi

Aristana Scourtas

Papers citing "FAIR principles for AI models with a practical application for accelerated high energy diffraction microscopy"

9 / 9 papers shown

Title
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language Alexei Baevski Wei-Ning Hsu Qiantong Xu Arun Babu Jiatao Gu Michael Auli SSL VLM ViT 89 852 0 07 Feb 2022
A FAIR and AI-ready Higgs boson decay dataset Yifan Chen Eliu A. Huerta Javier Mauricio Duarte Philip C. Harris Daniel S. Katz ... Raghav Kansal Sang Eon Park Volodymyr V. Kindratenko Zhizhen Zhao R. Rusack 59 25 0 04 Aug 2021
Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources Eliu A. Huerta Zhizhen Zhao 73 21 0 13 May 2021
Accelerated, Scalable and Reproducible AI-driven Gravitational Wave Detection Eliu A. Huerta Asad Khan Xiaobo Huang Minyang Tian Maksim Levental ... Daniel S. Katz Volodymyr V. Kindratenko D. Mu Ben Blaiszik Ian Foster 110 61 0 15 Dec 2020
BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning Zhengchun Liu H. Sharma Jun-Sang Park Peter Kenesei Antonino Miceli J. Almer R. Kettimuthu Ian Foster 26 37 0 18 Aug 2020
funcX: A Federated Function Serving Fabric for Science Ryan Chard Y. Babuji Zhuozhao Li Tyler J. Skluzacek A. Woodard Ben Blaiszik Ian Foster Kyle Chard 100 191 0 07 May 2020
Enabling real-time multi-messenger astrophysics discoveries with deep learning Eliu A. Huerta Gabrielle Allen I. Andreoni J. Antelis E. Bachelet ... Wei Wei J. Wells T. Williams Jinjun Xiong Zhizhen Zhao AI4CE 41 70 0 26 Nov 2019
DLHub: Model and Data Serving for Science Ryan Chard Zhuozhao Li Kyle Chard Logan T. Ward Y. Babuji A. Woodard S. Tuecke Ben Blaiszik Michael Franklin Ian Foster 58 74 0 27 Nov 2018
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 398 18,334 0 27 May 2016