17 citations · 33 across the 4 of their papers we have counts for
4 papers
A New Neural Network Architecture Invariant to the Action of Symmetry Subgroups
Piotr Kicki, Mete Ozay, Piotr Skrzypczyński
We propose a computationally efficient -invariant neural network that approximates functions invariant to the action of a given permutation subgroup of the symmetri…
Learning from Experience for Rapid Generation of Local Car Maneuvers
Piotr Kicki, Tomasz Gawron, Krzysztof Ćwian +2
Being able to rapidly respond to the changing scenes and traffic situations by generating feasible local paths is of pivotal importance for car autonomy. We propose to train a deep…
A Computationally Efficient Neural Network Invariant to the Action of Symmetry Subgroups
Piotr Kicki, Mete Ozay, Piotr Skrzypczyński
We introduce a method to design a computationally efficient -invariant neural network that approximates functions invariant to the action of a given permutation subgroup $G \leq…
A New Hole Density as a Stability Measure for Boron Fullerenes
Serkan Polad, Mete Ozay
We investigate the stability of boron fullerene sets B76, B78 and B82. We evaluate the ground state energies, nucleus-independent chemical shift (NICS), the binding energies per at…