PTV releases ModelGPT – a new AI-powered system to build trans-portation models within seconds
Karlsruhe 1 April 2023. PTV Group, the market leader for mobility software, launches a new revolutionary mobility system based on artificial intelligence. With ModelGPT, users can get their transportation model for any city or region worldwide and any desired use case within just a few seconds. ModelGPT is the first application of a new Model AI product family, with further application to be launched in 2023.
ModelGPT is based on a deep neural network which was trained on a large dataset of historical traffic data generated out of the extensive experience in modelling projects by PTV and its user community. This allows the Generative Pre-trained Tranformer (GPT) to learn complex patterns and relationships between different variables. Users can simply type in their requirements, parameters, and scenarios to be considered in text form from which ModelGPT then generates the transportation model within seconds. An additional layer of training – Reinforcement Learning with Human Feedback (RLHF) – enables the AI-powered system not only to understand and implement the user’s requests, but also to interact and ask questions in case of ambiguities.
After a short processing time of only a few seconds the transportation model can be immediately used for analysis and visualization for several use cases.
Peridot Lavender Head of AI Modeling at PTV said: “ModelGPT has the potential to revolutionize the way we shape our mobility ecosystems, as AI gives impressive capabilities to modelers. At the same time, we know how valuable the human resource is to build powerful models. Therefore, our tools using AI empower human planners to make modelling even easier and inclusive, and to completely focus on strategy and actions to shape a safe and efficient mobility that benefits all of humanity.”
ModelGPT was trained on massive amounts of data. It has 235 billion parameters and was trained on 725 gigabytes of existing modelling and simulation examples. Since the system is still in its research and learning preview phase, planners can now use it for free to further train and improve the system
In addition to ModelGPT, PTV Group is developing several additional applications of the new Model AI product family. Already in planning are ModelLensa, a tool to turn models into art, ModelGram, a program to share model design with others, MoDELL-E, an AI-System that creates digital twin solutions as realistic as Matrix and MetaModel, which empower users to enter models in the metaverse.
ModelGPT can be used for free at: https://company.ptvgroup.com/en/modelai
PTV. Empowering mobility.
PTV Group considère le trafic et la logistique comme un tout afin de profiter des synergies susceptibles de rendre la mobilité d’aujourd’hui adaptée aux défis de l'avenir. PTV Group propose des logiciels et des services de conseil pour préparer la mobilité et le transport de demain. Son expertise logicielle de pointe pour la gestion intelligente du trafic et l'optimisation des transports aide les décideurs des milieux politiques, urbains, industriels et commerçants à économiser du temps et de l'argent, tout en rendant les routes plus sûres et en protégeant l'environnement. PTV utilise déjà des simulations pour montrer comment la mobilité de demain peut être réalisée en tenant compte de l’ensemble de son écosystème et de son aspect pluridimensionnel. De la planification stratégique du trafic à la micromobilité sur le dernier kilomètre.
Fondée en 1979, la société compte aujourd'hui, quelque 900 employés dans le monde entier œuvrant pour des solutions d'avenir - afin que la mobilité et le transport soient plus intelligents et plus respectueux de l'environnement.