Waqas Muhammad

Application of artificial neural networks in micromechanics for polycrystalline metals

Usman Ali, Waqas Muhammad, Abhijit Brahme et al. · International Journal of Plasticity · 2019 · 175 citations

Materials Science, Engineering, Multiscale Mechanics +9

A machine learning framework to predict local strain distribution and the evolution of plastic anisotropy & fracture in additively manufactured alloys

Waqas Muhammad, Abhijit Brahme, Olga Ibragimova et al. · International Journal of Plasticity · 2020 · 139 citations

Materials Science, Plastic Anisotropy, Engineering +11

Identification and characterization of spatter particles and their effect on surface roughness, density and mechanical response of 17-4 PH stainless steel laser powder-bed fusion parts

Usman Ali, Reza Esmaeilizadeh, Farid Ahmed et al. · Materials Science and Engineering A · 2019 · 130 citations

Materials Science, Spatter Particles, Powder Metallurgy +7

A new ANN based crystal plasticity model for FCC materials and its application to non-monotonic strain paths

Olga Ibragimova, Abhijit Brahme, Waqas Muhammad et al. · International Journal of Plasticity · 2021 · 108 citations

Materials Science, Engineering, Severe Plastic Deformation +12

A convolutional neural network based crystal plasticity finite element framework to predict localised deformation in metals

Olga Ibragimova, Abhijit Brahme, Waqas Muhammad et al. · International Journal of Plasticity · 2022 · 95 citations

Materials Science, Convolutional Neural Network, Localised Deformation +11