HL-LHC Regression Model Deep Dive
A deep dive into the regression models being developed for the HL-LHC era as part of the SmartPixels collaboration.
PQuant: Streamlining ML Model Compression to Deployment for Next-Gen Detector Systems
PQuant/PQuantML: config-driven pruning + quantization pipeline (PyTorch/TensorFlow) with hardware-aware MDMM optimization; aimed at FPGA/ASIC deployment workflows (hls4ml …