[2025-01-18] For better promotion of the events, the categories in this system will be adjusted. For details, please refer to the announcement of this system. The link is https://indico-tdli.sjtu.edu.cn/news/1-warm-reminder-on-adjusting-indico-tdli-categories-indico

AI/ML common project discussion

Asia/Shanghai
Tsung-Dao Lee Institute/N6F-N630 - Smart Classroom (Tsung-Dao Lee Institute)

Tsung-Dao Lee Institute/N6F-N630 - Smart Classroom

Tsung-Dao Lee Institute

15
Qibin LIU, Shu Li (TDLI, SJTU)
Description

https://meeting.tencent.com/dm/iWf0ShsF4DZ1

Meeting ID: 155514057

PIN: 202502

    • 1
      ML@FPGA for DarkSHINE and LHC
      Speakers: Baihong Zhou (TDLI, SJTU), Kang Yu, Qibin LIU, Xuliang Zhu, Zelin Yan (TDLI, SJTU), Zhiyu Zhao

      Progress:

       - Investigate the HLS+BDT scheme(conifer from CMS). Need the PYNQ framework.

       - Got the test file and BDT model from Zhiyu 

       

      Next:

       - Next week: Deploy the PYNQ framework for ZCU15EG board

       - Next week: Test the cutbased and BDT model with minimal setup: prove the model could run from FPGA.

       - Next week and later: setup the input & output board, emulate the DAQ system and test the time consumption.

    • 2
      AI model and FastSim for DarkSHINE
      Speakers: Qibin LIU, Xuliang Zhu
    • 3
      VBS polarization and QE
      Speakers: Baihong Zhou (TDLI, SJTU), Kang Yu, Qibin LIU
    • 4
      Jet Tagging + Anomaly Detection @LHC & CEPC
      Speaker: Qibin LIU