1 citations · 1 across the 2 of their papers we have counts for
3 papers
Lossless Multi-Scale Constitutive Elastic Relations with Artificial Intelligence
Jaber Rezaei Mianroodi, Shahed Rezaei, Nima H. Siboni +2
The elastic properties of materials derive from their electronic and atomic nature. However, simulating bulk materials fully at these scales is not feasible, so that typically homo…
Teaching Solid Mechanics to Artificial Intelligence: a fast solver for heterogeneous solids
Jaber Rezaei Mianroodi, Nima H. Siboni, Dierk Raabe
We propose a deep neural network (DNN) as a fast surrogate model for local stress (and in principle strain) calculation in inhomogeneous non-linear material systems. We show that t…
Non-monotonic response of a sheared magnetic liquid crystal to an external field
Nima H. Siboni, Gaurav P. Shrivastav, Sabine H. L. Klapp
Utilizing molecular dynamics simulations, we report a non-monotonic dependence of the shear stress on the strength of an external magnetic field () in a liquid-crystalline mixtu…