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D. Guastella

4 papers hereh-index 684 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 4 papers where every author was matched, so the position is known.

fields
  • cond-mat.soft1
  • cs.AI1
  • cs.LG1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

collaborators

4 papers

cond-mat.soft2026

Testing the Reptation Picture: Topological Constraint from Monomer Dynamics

Xiaofei Tian, Qinhang Liu, Zhi-Chao Yan +3

The reptation model postulates that entangled polymers slide within a fractal tube. Here we employ a model-independent relation between the zero-displacement probability and the me…

cs.LG2026

Simulation-Free Estimation of Traffic Flows from Sparse Count Data

Davide Guastella, Gianluca Bontempi

We propose a method for estimating time-varying traffic flow patterns from sparse aggregated vehicle counts. The method partitions the study area into spatial regions, constructs a…

cs.AI2025

Calibration of Vehicular Traffic Simulation Models by Local Optimization

Davide Andrea Guastella, Alejandro Morales-Hernà ndez, Alejandro Morales-Hernàndez +2

Simulation is a valuable tool for traffic management experts to assist them in refining and improving transportation systems and anticipating the impact of possible changes in the…

cs.NI2025

Traffic Modeling with SUMO: a Tutorial

Davide Andrea Guastella, Eladio Montero-Porras, Alejandro Morales-Hernández +1

This paper presents a step-by-step guide to generating and simulating a traffic scenario using the open-source simulation tool SUMO. It introduces the common pipeline used to gener…

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