Workshops agenda
June 18, 2026 | ESTECO Headquarters, Trieste, ItalyWorkshop space is limited to ensure a great experience for all attendees. Please select your preferred sessions when you register for UM26.
AI data-driven engineering: multi-dimensional data prediction and ROM technology
Struggling with meeting time-to-market and ever-increasing product complexity?
Come and build your own reduced order model (ROM) to unlock near real-time predictions without compromising on accuracy.
Meet nDAI, the ESTECO’s AI engineering platform, and break your computational barriers, exploring the design space in a fraction of time and turning raw data into an immediate, strategic asset for your business. In this workshop, you will prepare simulation databases, build and validate ROM using the nD Modeler, and integrate predictive models into your engineering simulation workflow. Through a practical exercise on 2D signal prediction and a demonstration on complex 3D data, you will see how ROM technology can streamline simulation-driven development and support faster, data-driven engineering decisions.
Making multi-disciplinary design optimization affordable using AI/ML models
Feeling stressed about juggling multiple disciplines to find the optimal solution in time?
Come and use multi-fidelity response surface and reduced order models in an automated simulation process workflow.
In this workshop you will face multi-physics problems by building complex loops inside automated simulation process workflows. By leveraging multi-fidelity RSM and ROM you will be able to accelerate optimization while maintaining results accuracy and reliability. The session also covers Python-based automation techniques to streamline and customize data analysis for faster and more informed engineering decisions.
Traceability of results for verification and validation using simulation and AI
Changing requirements create headaches and slow down the design process?
Come and leverage the full potential of VOLTA to simplify the experience of AI adoption.
In this workshop you will efficiently classify and organize data in the VOLTA platform to enable fast and reliable data retrieval, foundation for the generation and management of reliable AI models. You will explore how to build different optimization strategies and compare obtained results using predefined post-processing. The workshop also demonstrates how to automate and standardize manual tasks using VOLTA APIs to increase productivity, reduce errors, and improve workflow consistency.