Aditya Roy

XCOVNet: Chest X-ray Image Classification for COVID-19 Early Detection Using Convolutional Neural Networks

Vishu Madaan, Aditya Roy, Charu Gupta et al. · New Generation Computing · 2021 · 74 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +26

Sparse machine learning assisted deep computational insights on the mechanical properties of graphene with intrinsic defects and doping

Kritesh Kumar Gupta, T. Mukhopadhyay, Aditya Roy et al. · Journal of Physics and Chemistry of Solids · 2021 · 53 citations

Materials Science, Graphene Nanomeshes, Engineering +8

Probing the compound effect of spatially varying intrinsic defects and doping on mechanical properties of hybrid graphene monolayers

Kritesh Kumar Gupta, T. Mukhopadhyay, Aditya Roy et al. · Journal of Material Science and Technology · 2020 · 37 citations

Materials Science, Graphene Nanomeshes, Graphene Quantum Dot +11

Compound influence of topological defects and heteroatomic inclusions on the mechanical properties of SWCNTs

Aditya Roy, Kritesh Kumar Gupta, Susmita Naskar et al. · Materials Today Communications · 2021 · 27 citations

Materials Science, Material Analysis, Engineering +9

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

Kritesh Kumar Gupta, Aditya Roy, T. Mukhopadhyay et al. · Materials Today Communications · 2022 · 23 citations

Materials Science, Graphene Nanomeshes, Twisted Bilayer Graphene +13