Hybrid graphene and carbon nanotube–reinforced composites: polymer, metal, and ceramic matrices

B Liu, J Sun, J Zhao, X Yun - Advanced Composites and Hybrid Materials, 2025 - Springer
Graphene and carbon nanotube (CNT) have been recognized as the new-generation and
state-of-the-art nano-reinforcement for polymers, metals, and ceramics as a function of their …

A comprehensive survey on machine learning driven material defect detection: Challenges, solutions, and future prospects

J Bai, D Wu, T Shelley, P Schubel, D Twine… - ar**
KK Gupta, T Mukhopadhyay, A Roy, L Roy… - Journal of Physics and …, 2021 - Elsevier
Despite the tremendous capabilities of Molecular dynamics (MD) simulations, they suffer
from the limitation of computationally intensive and time-consuming nature. This hinders the …

Hybrid machine-learning-assisted stochastic nano-indentation behaviour of twisted bilayer graphene

KK Gupta, L Roy, S Dey - Journal of Physics and Chemistry of Solids, 2022 - Elsevier
We present herein a polynomial chaos-Kriging (PC-Kriging)-based molecular dynamics
(MD) simulation framework of twisted bilayer graphene (tBLG) structures to investigate the …

[PDF][PDF] High-velocity ballistics of twisted bilayer graphene under stochastic disorder

KK Gupta, T Mukhopadhyay, L Roy, S Dey - Adv. Nano Res, 2022 - researchgate.net
Graphene is one of the strongest, stiffest, and lightest nanoscale materials known to date,
making it a potentially viable and attractive candidate for develo** lightweight structural …

Probing the stochastic fracture behavior of twisted bilayer graphene: efficient ANN based molecular dynamics simulations for complete probabilistic characterization

KK Gupta, A Roy, T Mukhopadhyay, L Roy… - Materials Today …, 2022 - Elsevier
The present article outlines a probabilistic investigation of the uniaxial tensile behaviour of
twisted bilayer graphene (tBLG) structures. In this regard, the twist angle (θ) and temperature …

Extreme specific stiffness through interactive cellular networks in bi‐level micro‐topology architected metamaterials

D Kundu, S Ghuku, S Naskar… - Advanced Engineering …, 2023 - Wiley Online Library
Architected lattice materials, realized through artificial micro‐structuring, have drawn
tremendous attention lately due to their enhanced mechanical performances in …

Molecular dynamics simulations of defective carbon nanotubes on the aging and friction properties of nitrile butadiene rubber composites

M Wang, Y Li, C Qian, J Zhao, S Wang - Polymer Composites, 2023 - Wiley Online Library
The thermal‐oxidative aging (TOA) and tribological properties of rubber had attracted
attention in the petrochemical field. In this study, the mechanical and tribological properties …