Task leads: Vladimir Loncar (Massachusetts Inst. of Technology (US)), Sebastian Dittmeier (Heidelberg University)

In this task, we work with existing expertise in the experiment collaboration on ongoing work on tools such as hls4ml, and on expertise from selected academic and industrial partners to develop ML->FPGA model synthesis tools, addressing the needs of WP2 and WP3. The work will also focus on integrating modern ML tooling while maintaining the strict latency requirements set forth by LHC experiments’ online selection system. All task items are supposed to be co-developed by CERN researchers and external partners with qualified expertise on the topic.