This paper deals with mean field multiscale approaches for coated fiber-or particle-reinforced composites under nonlinear strain. The current work attempts to extend Dvorak's well-known transformation field analysis for mean field approaches, in which the composite's constitutive law is split into an elastic and an inelastic part. The classical Eshelby's inhomogeneity problem considering eigenstrains is revisited in order to address the presence of a coating layer. For this scope, three different methodologies are employed, one for general ellipsoidal inhomogeneities, a modified composite cylinder method for long cylindrical fibers and a modified composite sphere method for spherical particles. After identifying proper interaction tensors for the inhomogeneity and its coating layer, the composite's overall response is evaluated by extending classical mean field techniques, such as the Mori-Tanaka and the self-consistent methods. Numerical examples illustrate the differences in macroscopic and microscopic predictions between the general approach and the modified composite cylinder and sphere Assemblages.Eshelby's well-known equivalence principle [8]. The advantage of these methods is that they provide analytical or semi-analytical formulas, which drastically reduce the computational cost. Computational strategies using the Mori-Tanaka, self-consistent, and similar types of method have been developed to study composites undergoing viscoelastic, elastoplastic, viscoplastic, or damaged mechanisms [9][10][11][12][13][14][15][16][17][18][19][20][21][22][23][24].An important factor for correctly identifying the overall response of the composite is the proper characterization of the interface between material phases. It is very common in composite materials that the interface between the matrix and the reinforcement has its own behavior, which is usually weaker than both materials. In that sense, one can treat such an interface (or interphase) as a separate material phase with its own constitutive law. Mean field and homogenization methods accounting for interphase layers between the matrix and the reinforcement have been proposed by several authors [25][26][27][28][29][30]. In most of these studies, however, the developed frameworks are limited to the elastic response. Recently, a new self-consistent scheme has been proposed [31] for multi-coated particulate-or fiber-reinforced composites experiencing nonlinear behavior. This approach utilizes the transformation field analysis theory of Dvorak and coworkers [32][33][34] in order to split the overall composite behavior into an elastic and an inelastic part.In the present work, the scope is to study the local and global behavior of multi-coated particulateor fiber-reinforced composites with a nonlinear response. To achieve this goal, in the first step the Eshelby's inhomogeneity problem is revisited, considering the presence of a coating layer between the inhomogeneity and the infinite matrix and nonlinear strains in the form of eigenstrains at all phases. The problem is ...