7 citations · 26 across the 5 of their papers we have counts for
8 papers
Accurate generation of stochastic dynamics based on multi-model Generative Adversarial Networks
Daniele Lanzoni, Olivier Pierre-Louis, Francesco Montalenti
Generative Adversarial Networks (GANs) have shown immense potential in fields such as text and image generation. Only very recently attempts to exploit GANs to statistical-mechanic…
Morphological evolution via surface diffusion learned by convolutional, recurrent neural networks: extrapolation and prediction uncertainty
Daniele Lanzoni, Marco Albani, Roberto Bergamaschini +1
We use a Convolutional Recurrent Neural Network approach to learn morphological evolution driven by surface diffusion. To this aim we first produce a training set using phase field…
Thermodynamic driving force in the formation of hexagonal-diamond Si and Ge nanowires
E. Scalise, A. Sarikov, L. Barbisan +4
The metastable hexagonal-diamond phase of Si and Ge (and of SiGe alloys) displays superior optical properties with respect to the cubic-diamond one. The latter is the most stable a…
Reentrant behavior of the density vs temperature of indium islands on GaAs(111)A
Artur Tuktamyshev, Alexey Fedorov, Sergio Bietti +4
We show that the density of indium islands on GaAs(111)A substrates have a non-monotonic, reentrant behavior as a function of the indium deposition temperature. The expected increa…
Origin and nature of killer defects in 3C-SiC for power electronic applications by a multiscale atomistic approach
Emilio Scalise, Luca Barbisan, Andrey Sarikov +3
3C-SiC epitaxially grown on Si displays a large wealth of extended defects. In particular, single, double and triple stacking faults (SFs) are observed in several experiments to co…
Kinetic Control of Morphology and Composition in Ge/GeSn Core/Shell Nanowires
Simone Assali, Roberto Bergamaschini, Emilio Scalise +8
The growth of Sn-rich group-IV semiconductors at the nanoscale provides new paths for understanding the fundamental properties of metastable GeSn alloys. Here, we demonstrate the e…