This dissertation presents numerical models for in situ and lab diffusion experiments involved in the migration of radionuclides in the near and far fields of a deep geological repository for high level radioactive waste in clay. Numerical models have been performed for: 1) The design and interpretation of a long-term, natural-scale in situ diffusion (DR) experiment performed in a packed section into a borehole drilled vertically in the Opalinus Clay at Mont Terri in underground research laboratory in Switzerland; 2) Scoping calculations and interpretation of a mock-up lab experiment in bentonite-granite interface; 3) The interpretation of large-scale solid source diffusion experiments in Callovo-Oxfordian clay at Bure site (France); and 4) The estimation of transport and retention parameters for DIR (Diffusion of Inert and Reactive tracers) in situ diffusion experiments performed on Callovo-Oxfordian clay at Bure. A method to identify which parameters can be estimated and a method to study parameter identifiability of sorption and diffusion parameters are proposed.
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