Investigation of polymer aging mechanisms using molecular simulations: A review
F Zhang, R Yang, D Lu - Polymers, 2023 - mdpi.com
Aging has a serious impact on the properties of functional polymers. Therefore, it is
necessary to study the aging mechanism to prolong the service and storage life of polymer …
necessary to study the aging mechanism to prolong the service and storage life of polymer …
Atomic surface achieved through a novel cross-scale model from macroscale to nanoscale
Chemical mechanical polishing (CMP) is widely used to achieve an atomic surface globally,
yet its cross-scale polishing mechanisms are elusive. Moreover, traditional CMP normally …
yet its cross-scale polishing mechanisms are elusive. Moreover, traditional CMP normally …
Classical, coarse-grained, and reactive molecular dynamics simulations on polymer nanocomposites
Polymer-based nanocomposites have been one of the most spotlighted multifunctional
condensed materials with the rapidly growing advancement of nanotechnology. Owing to …
condensed materials with the rapidly growing advancement of nanotechnology. Owing to …
Nondestructive 3D Imaging of Microscale Damage inside Polymers—Based on the Discovery of Self‐Excited Fluorescence Effect Induced by Electrical Field
W Sima, X Tang, P Sun, Z Sun, T Yuan… - Advanced …, 2023 - Wiley Online Library
The development of high‐precision, non‐destructive, and three‐dimensional (3D) in situ
imaging of micro‐scale damage inside polymers is extremely challenging. Recent reports …
imaging of micro‐scale damage inside polymers is extremely challenging. Recent reports …
Machine learning analysis of a large set of homopolymers to predict glass transition temperatures
Glass transition temperature of polymers, Tg, is an important thermophysical property, which
sometimes can be difficult to measure experimentally. In this regard, data-driven machine …
sometimes can be difficult to measure experimentally. In this regard, data-driven machine …
Distinct photooxidation and interface degradation of waterborne epoxy resin coatings on mortar substrate affected by bulk water
Y Dai, R Wen, C Zhao, A Al-Mansour, C Xu, L Li… - Polymer Degradation …, 2024 - Elsevier
Epoxy-based coatings are widely used in engineering but are prone to degrade under
aggressive environmental actions, especially in hygrothermal environments. However, the …
aggressive environmental actions, especially in hygrothermal environments. However, the …
Combined Machine Learning, Computational, and Experimental Analysis of the Iridium (III) Complexes with Red to Near-Infrared Emission
Various coordination complexes have been the subject of experimental and theoretical
studies in recent decades because of their fascinating photophysical properties. In this work …
studies in recent decades because of their fascinating photophysical properties. In this work …
Machine learning prediction models for investigating vibration properties of epoxy resin under moisture conditions
Epoxy resins used in engineering applications are commonly exposed to wet environment
during intended service life, which causes vibration property degradation and increasing risk …
during intended service life, which causes vibration property degradation and increasing risk …
The effect of water sorption on the calorimetric signature of aging in DGEBA epoxies
SJ Comeau, JD McCoy, JM Kropka - Polymer Degradation and Stability, 2023 - Elsevier
Epoxies hygrothermally aged in the relatively benign environment of a climate controlled
experimental laboratory display a broad endothermic signature which extends from as much …
experimental laboratory display a broad endothermic signature which extends from as much …
Study on the UV aging resistance of ZnO‐modified epoxy resin by experiments and MD simulation
H Zhang, X Chu, Q Ding, G Zhao… - Polymer Engineering & …, 2024 - Wiley Online Library
This study investigates the impact of zinc oxide nanoparticles on epoxy resin systems and
the ultraviolet (UV) aging resistance of modified epoxy resin composites using molecular …
the ultraviolet (UV) aging resistance of modified epoxy resin composites using molecular …