Name: AI/ML common project discussion
Start: 2025-03-14T10:00:00+08:00
End: 2025-03-14T11:30:00+08:00
Location: Tsung-Dao Lee Institute

- 1
  
  ML@FPGA for DarkSHINE and LHC¶
  
  Minutes
  
  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
  
  For AI Discussion 5.pptx
  
  pptautau_QE.pdf
- 4
  
  Jet Tagging + Anomaly Detection @LHC & CEPC¶
  
  Speaker: Qibin LIU

AI/ML common project discussion

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

Tsung-Dao Lee Institute