Post-doc : Development of a Dynamic Modeling Methodology

il y a 2 semaines

RueilMalmaison, France IFPEN Temps plein

**Contexte**:
**Subject : Development of a Dynamic Modeling Methodology for Urban Mobility with MATSim Using Dynamic Data**

MATSim is a widely-used activity-and-agent based simulation framework designed to analyze transportation systems and urban planning.

The MATSim scenariodeveloped for the Île-de-France region utilizes open data and free software, traditionally relying on expensive survey data, which is updated every decade for mobility surveys and annually for household censuses. However, recent significant shifts in urban mobility patterns in Ile-de-France Region such as the increase in bicycle use from a 3% modal share in 2010 to 11.2% in 2023, the rise of remote work post-COVID-19 pandemic, and the introduction of Low Emission Zones (LEZ), challenge the model's ability to accurately capture current behaviors.

These factors make the existing MATSim model, which typically depicts a standard day from past surveys, less effective for some mobility studies such as the development of new cycle paths or new public transport lines.

The model struggles to capture both the dynamic and long-term shifts in mobility behavior. This presents a significant limitation for evaluating mobility policies.
To address these limitations, it is essential to integrate into the mobility demand generation process new and more recent sources.

**Mission(s) principale(s) et activités**:
**Compétences techniques et aptitudes**:
Technical Skills:

- Experience with multi-agents simulation tools
- Proficiency in data analysis techniques and advanced programming skills, particularly in Python/SQL.

**Diplôme(s), niveau d'études**:
Education: PhD in Computer Science, Statistics, Transport Engineering, or a closely related field.

**Expérience(s) professionnelle(s) souhaitée(s)**:
Practical Experience:
**For further information and to apply, please contact**:
Department of Control, Signal and System, IFP Energies Nouvelles, France

**Information publication**:
**Accessible aux personnes porteuses d'un handicap**:
Oui

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