DeMAND
 
Until the completion of stage for 2022 there are still:
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The 'DeMaND' project is conducted under the supervision of the Institute of Atomic Physics and is financed through the 5th Programme - Research in domains of strategic interest, Subprogramme 5.2 - Participation to international organisms and programs in atomic and subatomic field - FAIR-RO Module
Project workplan

Here we present the work plan of the project with an estimation of time achievement for each objective. The timetable of deployment plan of the project was constructed following the Contracting Authority requests.

Stage / Activity Title of Stages / Activities Duration Type of RDI activity* Deliverables
Beginning date End date Period (days)
I Preliminary assessment of standard algorithms and those based on Machine Learning 11/11/2020 31/12/2020 50
Activity report
I.1 Comparative analysis of experimental data - simulations using existing reconstruction algorithms 11/11/2020 31/12/2020 50 CF Activity report
I.2 Identification of reconstruction algorithms based on machine learning 01/12/2020 31/12/2020 30 CF Activity report
II Setting up an neutron tracking algorithm based on Machine Learning 04/01/2021 31/12/2021 361
Activity report, 1 conference, 1 paper
II.1 Evaluation of reconstruction algorithms based on machine learning 04/01/2021 30/07/2021 207 CF Activity report
II.2 Identification of simulators suitable for use with neural networks 05/04/2021 31/12/2021 270 CF Activity report, 1 conference
II.3 Determining the input parameters for selected algorithm 01/06/2021 31/12/2021 213 CF Activity report, 1 paper
III Development of Machine Learning methods 03/01/2022 30/12/2022 361
Activity report, 1 conference, 1 paper
III.1 Generation of data from simulation and preparation of experimental data 03/01/2022 26/08/2022 235 CF Activity report
III.2 Determination of multiplicities using algorithms based on machine learning 16/05/2022 30/12/2022 228 CF Activity report, 1 conference
III.3 Selection of interactions and identification of clusters produced by neutrons 01/08/2022 30/12/2022 151 CF Activity report, 1 paper
IV Evaluation of algorithms based on machine learning 02/01/2023 10/11/2023 312
Activity report, 1 paper
IV.1 Comparison of learning methods and comparison of algorithms on different sets of tests 02/01/2023 10/11/2023 312 CF Activity report
IV.2 Comparisons between the results obtained with algorithms based on machine learning and standard NeuLAND algorithms 04/02/2023 10/11/2023 279 CF Activity report, 1 paper

*) CF - fundamental research; CI - industrial research; CI+ - industrial research that involves effective collaboration or dissemination of results; DE - experimental development; DE+ - experimental development that involves effective collaboration or dissemination of results; SF - feasibility studies; IPB - patent protection; IDP - personnel secondment; ISC - innovation advisory and support services


Gantt Diagram associated to the Project Work Plan

*) The numbers inside the boxes are the number of days to complete an activity


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