(Projects (2018-2021)
1.* Data-driven model-learning for suspensions of micro-swimmers. (IRAMIS Institute, CEA/Paris-Saclay)
2*. Theoretical description of non-linear processes in magnetic materials. (IRAMIS Institute, CEA/Paris-Saclay)
3.* Interplay between chemical configuration, magnetism and defects in Fe-Ni-Cr alloys : an ab initio study. (DMN Department, CEA/Paris-Saclay)
4.* Multiscale modelling of segregation and diffusion in Fe-Cr-Ni alloys under irradiation. (DMN Department, CEA/Paris-Saclay
Projects (2019-2022)
5.* Atomic-scale modeling of diffusion in concentrated alloys. (DMN Department, CEA/Paris-Saclay)
6. 3D thermomechanical modeling of printed circuit boards. (DPLORR, CEA/Grenoble)
7. * Numerical and experimental studies of a combined cooling and power cycle (LITEN Institute, CEA/Grenoble)
8.* Numerical methods for a personalized autonomous transcutaneous gas monitoring device. (LETI institute, CEA/Grenoble)
9. Machine learning based simulation of realistic signals for an enhanced automatic diagnostic in non-destructive testing applications. (LIST Institute, CEA/Paris-Saclay)
10.* Improving the lifetime prediction methodology of Li-ion batteries for electric vehicles. (LITEN Institute, CEA/Grenoble)
11.* Artificial intelligence for real-time decoding of motor commands from ECoG of disabled subjects for chronic brain computer interfacing. (LETI Institute and CLINATEC, CEA/Grenoble)
12. Numerical schemes for modelling the interplay between edge and core turbulent transport in tokamak plasmas. (IRFM Institute, CEA/Cadarache)
13.* Artificial intelligence for a gamma-detector for high resolution PET imaging. (IRFU Institute, CEA/Paris-Saclay)
14. Smart data analytics workflows for high performance simulations. (MdS, CEA/Paris-Saclay)
15. Exploring the functional role of neural oscillations in temporal processing (JOLIOT Institute, CEA/Paris-Saclay)
16. Ultra relativistic plasmonic. (IRAMIS Institute, CEA/Paris-Saclay)
17*. Estimating methane sources and sinks in the Arctic using atmospheric data assimilation. (LSCE Laboratory, CEA/Paris-Saclay)
18*. Modelling of the pulsating heat pipe. (IRAMIS Institute, CEA/Paris-Saclay)
Projects (2020-2023)
19. Computational integration and modelling of DNA
repair kinetics in eukaryotes. (JOLIOT Institute, CEA/Paris-Saclay)
20. From spectra to total energies: a new approach to
calculate the electronic ground state; (IRAMIS Institute, CEA/Paris-Saclay)
21. Numerical analysis of coherent, chimera and chaotic
states within networks of dynamically coupled spin torque nano-oscillators for
wireless communication and machine learning applications. (IRIG Institute, CEA/Grenoble)
22. Electronic excitations of borophene: novel
graphical tool for the electron density . (IRAMIS Institute, CEA/Paris-Saclay)
23. Scalar field scenarios for dark matter. (IPHT, CEA/Paris-Saclay)
24. Mapping brain development in the newborn: analyses
of large database in multi-modal and multi-scale imaging and modeling. (JOLIOT Institute, CEA/Paris-Saclay)
25. The neutrino nature through the analysis of
double-beta decays of Xenon-136 in the PandaX-III experiment. (IRFU Institute, CEA/Paris-Saclay)
26. Numerical calculation and simulation methods for
the analysis and control of the stability of electrical networks with a high
rate of renewable energy - Validation by real-time simulation. (LITEN Institute, CEA/Grenoble)
27. Intercalation in graphite materials. (IRIG Intitute, CEA/Grenoble)
28. Pushing ab initio calculations of atomic nuclei
throughout the nuclear chart. (IRFU Institute, CEA/Paris-Saclay)
29. Reconstruction et analyse d'événements de l'expérience CMS avec intelligence artificielle. (IRFU Institute, CEA/Paris-Saclay)
30. Antimatter, hypernuclei: need to know the
antiproton-nucleus interaction. (IRFU Institute, CEA/Paris-Saclay)
31. Multiscale modelling of diffusion in fast-lithium
ion solid-state electrolytes. (IRAMIS Institute, CEA/Paris-Saclay)
32. Multi-scale modelling approach of a steam storage
with Phase Change Materials integrated into a thermal process. (LITEN Institute, CEA/Grenoble)
33. Resistance level modulation in PCM memory for
neuromorphic applications (LETI Institute, CEA/Paris-Saclay)
34. Development of AI methods for deep learning of the
MRI signature of the cortex cytoarchitecture with diffusion MRI. (JOLIOT Institute, CEA/Paris-Saclay)
35. Machine Learning methods for non-stationary
systems: applications to climate simulations. (LSCE, CEA/Paris-Saclay)
36. Deep learning for the joint optimization of
accelerated sampling and reconstruction schemes for high-resolution brain MRI
at 7 and 11.7 Tesla. (JOLIOT Institute, CEA/Paris-Saclay)
37. Study of a numerical scheme to solve the neutron transport equation based on the PN method and discontinuous finite element methodwith unstructured and curvilinear 3D meshes. (ISAS Institute, CEA/Paris-Saclay)
Projects (2021-2024)
38. Deep learning to discover rare complex signals with the Atlas experiment at the LHC. (IRFU Institute, CEA/Paris-Saclay)
39. Study of reaction mechanisms for the synthesis of super-heavy elements. (IRFU Institute, CEA/Paris-Saclay)
40. Artificial intelligence to simulate big data and search for the higgs boson decay to a pair of muons with the ATLAS experiment at the large hadron collider (LHC). (IRFU Institute, CEA/Paris-Saclay)
41. A numerical approach to understanding rates of ice sheet build-up during the Quaternary. (LETI Institute, CEA/Paris-Saclay)
42. Turbulence - neutrals interaction and its impact on density regimes in the edge plasma of tokamaks. (LRFM Institute, CEA/Paris-Saclay)
43. Modelling and simulation of the self-assembly of nanoparticles under an external magnetic field. (IRAMIS Institute, CEA/Paris-Saclay)
44. Pushing ab initio calculations of atomic nuclei to higher precision. (IRIG Institute, CEA/Grenoble)
45. Multiscale modeling of spin-orbitronic phenomena at metal, oxide, and 2D material interfaces for spintronic devices. (IRFU Institute, CEA/Paris-Saclay)
(*) PhD Thesis has been successfully accomplished