Polymer Concretes Based on Various Resins: Modern Research and Modeling of Mechanical Properties

• DOI: 10.3390/jcs8120503
• Publication Date: 2024-12-03T09:04:04Z
• Authors: Aleksandr Palamar...; Pavel Yudaev; Evgeniy Chistyakov
• Keywords: Gelatin; Polymer Concrete

This review is devoted to experimental studies and modeling in the field of mechanical physical properties polymer concretes polymer-modified concretes. The analyzes carried out over past two years. paper examines based on various resins presents advantages disadvantages models developed predict materials. Based data literature, most promising polymers for use road surface repair are with poly(meth)acrylic resins. It was found that adequate productive deep machine learning model—using several hidden layers perform calculations input parameters—and extreme gradient boosting model. In particular, model showed high R2 values forecasting (in range 0.916–0.981) when predicting damping coefficient ultimate compressive strength. turn, among additives Portland cement concrete, natural polymers, such as mammalian gelatin cold fish gelatin, superabsorbent polymers. These allow an improvement strength 200% or more. may be interest engineers specializing building construction, materials scientists involved development implementation new into production, well researchers interdisciplinary fields chemistry technology.