4 citations · 14 across the 14 of their papers we have counts for
15 papers
Journey Through the World of Dynamical Systems on Networks
A. Puchalska, M. N. Cartier van Dissel, P. Gora +9
We present a subjective selection of methods for complex systems analysis ranging from statistical tools through numerical methods based on AI to both linear and non-linear ODEs an…
A Payne-Whitham model of urban traffic networks in the presence of traffic lights and its application to traffic optimisation
Mauritz N. Cartier van Dissel, Paweł Gora, Dragoş Manea
Urban road transport is a major civilisational and economic challenge, affecting the quality of life and economic activity. Addressing these challenges requires a multidisciplinary…
Modelling mobility and visualizing people's flow patterns in rural areas for future infrastructure development as a good transnational land-governance practice
Paula Botella, Paweł Gora, Martyna Sosnowska +2
This paper summarizes a cross-border mobility study, origin-destination mobility modelling and visualization, conducted in support of the infrastructure development efforts of loca…
Predicting times of waiting on red signals using BERT
Witold Szejgis, Anna Warno, Paweł Gora
We present a method for approximating outcomes of road traffic simulations using BERT-based models, which may find applications in, e.g., optimizing traffic signal settings, especi…
Absolutely Continuous Invariant measures for non-autonomous dynamical systems
Pawel Gora, Abraham Boyarsky, Christopher Keefe
We consider the non autonomous dynamical system where is a continuous map and is a compact metric space. We assume that conve…
Investigating performance of neural networks and gradient boosting models approximating microscopic traffic simulations in traffic optimization tasks
Paweł Gora, Maciej Brzeski, Marcin Możejko +2
We analyze the accuracy of traffic simulations metamodels based on neural networks and gradient boosting models (LightGBM), applied to traffic optimization as fitness functions of…