The following PhD projects proposed by CEA scientists are eligible for funding under the 2020 application session of the NUMERICS PhD programme. The projects cover many different scientific fields, which are gathered below in 8 thematics, but always with an important component of modelling, simulation, scientific computing, and/or computer sciences, including big data and artificial intelligence.