Antonino Miceli

According to our database, Antonino Miceli authored at least 17 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Unsupervised Semantic Segmentation in Synchrotron Computed Tomography with Self-Correcting Pseudo Labels.

Austin Yunker, Peter Kenesei, Hemant Sharma, Jun-Sang Park, Antonino Miceli, Rajkumar Kettimuthu

CoRR, March, 2026

2025

Adapting scientific streaming inference workflows for a deterministic tensor processing unit.

Samantha Fowler, Kazutomo Yoshii, Antonino Miceli, Senthil Gnanasekaran, Tao Zhou, Nicholas Contini

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

Design and Implementation of a Custom Hardware Accelerator for SZx Compression in Chipyard.

Connor Bohannon, Kazutomo Yoshii, Sheng Di, Franck Cappello, Antonino Miceli

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

Uncertainty-Guided Learning for Semantic Segmentation in CT using Noisy Pseudo Labels.

Austin Yunker, Peter Kenesei, Hemant Sharma, Jun-Sang Park, Antonino Miceli, Rajkumar Kettimuthu

Proceedings of the International Conference on Machine Learning and Applications, 2025

FastREI: Fast Rare Event Identification on X-ray Data with Cross-Stage Optimizations.

Ziyu Hu, Jiamin Wang, Zhiqing Zhong, Weijian Zheng, Hemant Sharma, Jun-Sang Park, Peter Kenesei, Antonino Miceli, Zhaorui Zhang, Rajkumar Kettimuthu, Xiaodong Yu

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Homomorphic data compression for real time photon correlation analysis.

Sebastian Strempfer, Zichao Wendy Di, Kazutomo Yoshii, Yue Cao, Qingteng Zhang, Eric M. Dufresne, Mathew J. Cherukara, Suresh Narayanan, Martin V. Holt, Antonino Miceli, Tao Zhou

CoRR, 2024

Model and Data Management for Machine Learning (M2ML): Integrating Instruments, Edge and HPC for Accelerated Machine Learning.

Weijian Zheng, Hemant Sharma, Ryan Chard, Peter Kenesei, Jun-Sang Park, Nicholas Schwarz, Antonino Miceli, Ian T. Foster, Rajkumar Kettimuthu

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Rapid detection of rare events from in situ X-ray diffraction data using machine learning.

Weijian Zheng, Jun-Sang Park, Peter Kenesei, Ahsan Ali, Zhengchun Liu, Ian T. Foster, Nicholas Schwarz, Rajkumar Kettimuthu, Antonino Miceli, Hemant Sharma

CoRR, 2023

Streaming Hardware Compressor Generator Framework.

Kazutomo Yoshii, Tomohiro Ueno, Kentaro Sano, Antonino Miceli, Franck Cappello

Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, 2023

AI-assisted automated workflow for real-time x-ray ptychography data analysis via federated resources.

Anakha V. Babu, Tekin Bicer, Saugat Kandel, Tao Zhou, Daniel J. Ching, Steven Henke, Sinisa Veseli, Ryan Chard, Antonino Miceli, Mathew Joseph Cherukara

Proceedings of the High Performance Computing for Imaging 2023, 2023

2022

Deep learning at the edge enables real-time streaming ptychographic imaging.

Anakha V. Babu, Tao Zhou, Saugat Kandel, Tekin Bicer, Zhengchun Liu, William Judge, Daniel J. Ching, Yi Jiang, Sinisa Veseli, Steven Henke, Ryan Chard, Yudong Yao, Ekaterina Sirazitdinova, Geetika Gupta, Martin V. Holt, Ian T. Foster, Antonino Miceli, Mathew J. Cherukara

CoRR, 2022

FALCON readout channel for X-ray ptychography applications.

Paolo Lazzaroni, Michael Hammer, Massimo Manghisoni, Antonino Miceli, Lodovico Ratti, Valerio Re

Proceedings of the 17th Conference on Ph.D Research in Microelectronics and Electronics, 2022

fairDMS: Rapid Model Training by Data and Model Reuse.

Ahsan Ali, Hemant Sharma, Rajkumar Kettimuthu, Peter Kenesei, Dennis Trujillo, Antonino Miceli, Ian T. Foster, Ryan N. Coffee, Jana Thayer, Zhengchun Liu

Proceedings of the IEEE International Conference on Cluster Computing, 2022

2021

Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval.

Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan N. Coffee, Ryan Herbst, Jana Thayer, Chun Hong Yoon, Ian T. Foster

CoRR, 2021

Designing a Streaming Data Coalescing Architecture for Scientific Detector ASICs with Variable Data Velocity.

Sebastian Strempfer, Kazutomo Yoshii, Mike Hammer, Dawid Bycul, Antonino Miceli

Proceedings of the 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2021

Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval.

Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan N. Coffee, Naoufal Layad, Jana Thayer, Ryan Herbst, Chun Hong Yoon, Ian T. Foster

Proceedings of the 3rd Annual Workshop on Extreme-scale Experiment-in-the-Loop Computing, 2021

A Hardware Co-design Workflow for Scientific Instruments at the Edge.

Kazutomo Yoshii, Rajesh Sankaran, Sebastian Strempfer, Maksim Levental, Mike Hammer, Antonino Miceli

Proceedings of the Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation, 2021