Speakers
Ms
Ema Puljak
(The Barcelona Institute of Science and Technology (BIST) (ES))
Maurizio Pierini
(CERN)
Description
Develop applications based on tensor networks for LHC tasks. As part of this effort, develop the tn4ml library, to train TNs with tools used for deep learning applications.
CERN group/ Experiment
EP-CMG
| Working area | Area 7: Experimental Technologies |
|---|---|
| Project goals | development and maintenance of tn4ml; development of LHC demonstrator on FPGA |
| Timeline | 1 year |
| Available person power | 0 (Ema completed PhD) |
| Additional person power request | ½ or a Quest (NGT providing the other ½) |
| Is this an already ongoing activity? | Yes |
| Indicative hardware resources needs | Access to a GPU cluster with LCG-like software stack and cvmfs access with fast storage facilities across the full duration of the project |
Authors
Ms
Ema Puljak
(The Barcelona Institute of Science and Technology (BIST) (ES))
Maurizio Pierini
(CERN)