Result descriptionThis result brings together advanced HPC simulation services with customizable workflow templates, developed within the CAELESTIS project, to revolutionize

Result descriptionResult available in https://github.com/CAELESTIS-Project-EU/AMLtool to facilitate further modelling of workflows. Automates data traceability and model exchange between CAD, CAM,

Result descriptionAutomated Fiber Placement (AFP) is highly efficient but introduces manufacturing defects (gaps, overlaps) that alter the permeability of composite

Result descriptionThere is a “language barrier” between manufacturing robots and simulation software. AFP machines generate massive amounts of raw data

Result descriptionThis result establishes a comprehensive numerical workflow strategy and programming framework that links Digital Twins across the full manufacturing

Result descriptionThe Self-Assessment Tool (SAT) is a practical, easy-to-use online diagnostic survey designed to help developers and organizations evaluate the

Result descriptionOptit developed a Competition Platform designed to manage complex competitions and accurately replicate real-world industrial cases. The platform enables

Result descriptionWe developed production methods for PLA foils specifically tuned for PE applications — controlling molecular weight, crystallinity and surface

Result descriptionMain features: AI training framework, novel AI model architecture, Deep Neural Network models, machine learning algorithms, innovative reinforcement learning

Result descriptionEvaluation and Learning through Outcome StoriesOutcome Stories is Climate KIC’s innovative Monitoring, Evaluation and Learning (MEL) approach that captures

Result descriptionMain features: End-to-end machine learning pipeline, data processing components, machine learning algorithms.Objectives: To increase the efficiency of ML models,

Result descriptionA functional electric motor prototype with multimaterial housings was investigated, manufactured, and tested, demonstrating robust behaviour and performance parity