15 citations · 50 across the 13 of their papers we have counts for
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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…
Transport and phase separation of active Brownian particles in fluctuating environments
S. M. J. Khadem, N. H. Siboni, S. H. L. Klapp
In this work, we study the dynamics of a single active Brownian particle, as well as the collective behavior of interacting active Brownian particles, in a fluctuating heterogeneou…