Polymer Concretes Based on Various Resins: Modern Research and Modeling of Mechanical Properties DOI Open Access
Aleksandr Palamarchuk, Pavel Yudaev, Evgeniy M. Chistyakov

et al.

Journal of Composites Science, Journal Year: 2024, Volume and Issue: 8(12), P. 503 - 503

Published: Dec. 2, 2024

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.

Language: Английский

Wound dressings using electrospun nanofibers: mechanisms, applications, and future directions DOI
Ruiyu Zhou, Yunqi Ma, Min Yang

et al.

European Polymer Journal, Journal Year: 2025, Volume and Issue: unknown, P. 113900 - 113900

Published: March 1, 2025

Language: Английский

Citations

0
Controlling Porosity and Multifunctionality in Electrospun Polymeric Fibers by Nanoscale Phase Separations: Flory–Huggins Interaction Parameters Revisited DOI
Debmalya Roy, Subhash Mandal,

Karan Chandrakar

et al.

Macromolecular Chemistry and Physics, Journal Year: 2025, Volume and Issue: unknown

Published: April 24, 2025

Abstract Polymeric fibers with multifunctional properties and controlled porosity serve as an ideal platform for creating adaptive scaffolds in regenerative tissue engineering wearable sensors biomedical applications. The phase separation polymeric blends solutions has been extensively studied using Flory–Huggins polymer–solvent interaction parameter, which is considered a crucial factor achieving desired morphologies. A detailed outlook of microstructural insight into the rich lean phases under external stimuli, such electric field, discussed this paper. effects electrospinning parameters on geometry physical nanofibers are explored to understand role interactions ternary system polymer–solvent–filler, contribute enthalpy mixing during electrospun process. presence immiscible filler polymer solvent systems leads hierarchical nanoscale segregation, where dimensions physicochemical fillers play role. well‐defined structure–property relationship established composite fibers, showing that these can be designed exhibit specific mechanical, chemical, biological by controlling dynamics within polymer–filler–solvent system, isotherm serves theoretical framework.

Language: Английский

Citations

0
Conductive printed thermoplastic polyurethane nanofibers for air filter clogging detection DOI
Parian Mohamadi, Elham Mohsenzadeh, Muhammad Hamid Raza

et al.

Journal of the Textile Institute, Journal Year: 2025, Volume and Issue: unknown, P. 1 - 9

Published: April 30, 2025

Language: Английский

Citations

0
Polymer Concretes Based on Various Resins: Modern Research and Modeling of Mechanical Properties DOI Open Access
Aleksandr Palamarchuk, Pavel Yudaev, Evgeniy M. Chistyakov

et al.

Journal of Composites Science, Journal Year: 2024, Volume and Issue: 8(12), P. 503 - 503

Published: Dec. 2, 2024

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.

Language: Английский

Citations

3