Simini, Filippo
- Deep Gravity: enhancing mobility flows generation with deep neural\n networks and geographic information
2020/12/01 by Filippo Simini, Simini, Filippo, Gianni Barlacchi +6 · 17 citations
Social Sciences · Engineering · Computer Science · #Human Mobility and Location-Based Analysis #Traffic Prediction and Management Techniques #Data Management and Algorithms
- Scikit-mobility: a Python library for the analysis, generation and risk assessment of mobility data
2019/07/08 by Luca Pappalardo, Pappalardo, Luca, Filippo Simini +5 · 4 citations
Computer Science · Medicine · Social Sciences · #COVID-19 Digital Contact Tracing #Data-Driven Disease Surveillance #FOS: Physical sciences #Human Mobility and Location-Based Analysis #Physics and Society (physics.soc-ph)
- Discovering the laws of urbanisation
2015/12/11 by Simini, Filippo, James, Charlotte · 1 citation
#Adaptation and Self-Organizing Systems (nlin.AO) #Data Analysis #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Statistical Mechanics (cond-mat.stat-mech) #Statistics and Probability (physics.data-an)
- In Situ Framework for Coupling Simulation and Machine Learning with Application to CFD
2023/06/22 by Riccardo Balin, Filippo Simini, Balin, Riccardo +17 · 2 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG)
- A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation
2024/12/20 by Ryien Hosseini, Hosseini, Ryien, Filippo Simini +5 · 2 citations
Computer Science · #Graph Theory and Algorithms #Semantic Web and Ontologies #Advanced Graph Neural Networks