PUNCH4NFDI TA5 - XFEL Joint Workshop on Machine Learning and Data Processing on FPGAs

Contribution List

6. Beginning of the Workshop and Welcome

15/06/2023, 14:00

2. Overview of FPGA applications in TA5 Astrophysics

Ramesh Karuppusamy

15/06/2023, 14:05

Introduction Session

3. Overview of FPGA applications in TA5 Particle Physics

Arno Straessner (TU Dresden)

15/06/2023, 14:35

Introduction Session

4. Overview of FPGA applications at XFEL

Bruno Fernandes (Eur.XFEL (European XFEL)), Haris Habibullah (Eur.XFEL (European XFEL))

15/06/2023, 15:05

Introduction Session

7. Deep Learning for Real-Time Classification of Astronomical Radio Signals

Andrei Kazantsev (MPIfR)

15/06/2023, 16:00

Workshop Session

8. Versal AI Engines and Programming in Vitis

Dennis Layh (Johannes Gutenberg University)

15/06/2023, 16:20

Workshop Session

9. Machine Learning Platforms for FPGAs and their Application (Vitis AI)

Haris Habibullah (Eur.XFEL (European XFEL))

15/06/2023, 16:45

Workshop Session

10. Characterizing Heavy-Ion Collision Data by Deep Learning Methods

Andreas Redelbach (Frankfurt Institute for Advanced Studies)

15/06/2023, 17:15

Workshop Session

11. Anomaly Detection

Anna Hallin (UNI/EXP (Uni Hamburg, Institut fur Experimentalphysik))

15/06/2023, 17:35

Workshop Session

5. Dinner

15/06/2023, 19:00

12. Application of hls4ml for the CMS Trigger

Artur Lobanov (Universität Hamburg)

16/06/2023, 09:00

Workshop Session

13. Converting TensorFlow Models for Classification of Radioastronomical Signals to HLS using hls4ml

Yunpeng Men (MPIfR)

16/06/2023, 09:30

Workshop Session

14. Machine Learning on FPGAs for the ATLAS Liquid Argon Calorimeter

Johann Christoph Voigt

16/06/2023, 10:00

Workshop Session

15. Bitwise Optimisation of Artificial Neural Networks for Application in FPGAs

Alexander Lettau (TU Dresden)

16/06/2023, 11:00

Workshop Session: Tools and Collaboration

16. FPGA Firmware and Tools as a PUNCH and NFDI Service, Connections to ErUM-Data, DAPHNE, …

Arno Straessner (TU Dresden), Johann Christoph Voigt

16/06/2023, 11:20

Workshop Session: Tools and Collaboration

17. Discussion: Synergies and Frameworks

16/06/2023, 11:40

Workshop Session: Tools and Collaboration

Data Sets, Firmware Tools, ML Tools, Tutorials...