and gels. [7][8][9][10][11] The fracture of these materials occurs mainly because of the localized stress concentration in the molecular network under deformation. [12,13] Therefore, suppression of the stress concentration should be required to achieve high-toughness materials, which can be enabled simply by incorporation of a stress-dissipation device in the network structure. For the most-known example, Gong's group has developed the double network gel (DN gels) composed of two kinds of network with different strength, [14][15][16][17][18][19] where these two kinds of cross-linked networks are interpenetrating with each other. Thus DN gels are a special class, but can be categorized and called as the interpenetrating polymer network (IPN [20][21][22][23][24] ). In their first report, [25] the first network is kept flexible and highly stretchable while the second network is designed to be brittle against deformation. Under deformation, the brittle network is therefore broken primary to the fracture of the flexible network. The fracture of the brittle network can work sacrificially to suppress stress-localization in the network, providing high mechanical toughness to the material. Similarly, there is also another category of interpenetrating poly mer network, called semi-interpenetrating polymer network (semi-IPN). In semi-IPN materials, the guest polymers that do not form permanent cross-links interpenetrate with the main network. [26][27][28][29][30] For such materials, various physical properties, including the thermal properties and mechanical toughness, are modified or enhanced by adding guest polymers that have different thermal or flow properties.Conventionally, IPN or semi-IPN materials are prepared by polymerization of second monomers in the presence of a first cross-linked network, where the cross-linkable monomers (such as divinyl monomers) are also added in case for preparation of IPN materials. Therefore, in such preparation methods, the molecular characteristics of component polymers and networks (e.g., the molecular weight, the fraction of second network or guest polymers) are difficult to be quantified due to the insoluble nature of cross-linked systems. This limits the precise investigation of correlation between molecular characteristics and physical properties. In addition, for both IPN and semi-IPN materials, the compatibility between the component Semi-Interpenetrating Polymer Networks Mechanical properties of semi-interpenetrating polymer network (semi-IPN) elastomers consisting of chemical networks and self-associative/nonassociative guest chains are demonstrated. Amorphous low T g polyesters with thiol side groups (PE-SH) are first synthesized by melt polycondensation. PE-SH are then converted to polyesters containing COOH side groups (PE-COOH) and amide side groups (PE-amide) through Michael addition reaction of thiol groups with acrylic acid and acrylamide, respectively. Homogeneous semi-IPN elastomers are obtained by thermal cross-linking for bulk mixtures of PE-COOH and PE-amide in the...