2 citations · 2 across the 2 of their papers we have counts for
3 papers
cond-mat.dis-nn2024★ 2 cited
Is the Future of Materials Amorphous? Challenges and Opportunities in Simulations of Amorphous Materials
Ata Madanchi, Emna Azek, Karim Zongo +3
Amorphous solids form an enormous and underutilized class of materials. In order to drive the discovery of new useful amorphous materials further we need to achieve a closer conver…
cond-mat.mes-hall2024
Disentangling morphology and conductance in amorphous graphene
Nicolas Gastellu, Ata Madanchi, Lena Simine
Amorphous graphene or amorphous monolayer carbon (AMC) is a family of carbon films that exhibit a surprising sensitivity of electronic conductance to morphology. We combine deep le…
cond-mat.mes-hall2023
Simulations of Disordered Matter in 3D with the Morphological Autoregressive Protocol (MAP) and Convolutional Neural Networks
Ata Madanchi, Michael Kilgour, Frederik Zysk +2
Disordered molecular systems such as amorphous catalysts, organic thin films, electrolyte solutions, and water are at the cutting edge of computational exploration today. Tradition…