The first objective of TUPLES was to advance the scientific state of the art in Trustworthy AI, with a focus on designing and managing safe, robust, scalable, and explainable planning and scheduling decision-support systems and tools. read more of TUPLES Scientific Contribution - Publications

The TUPLES self-assessment tool is an independent tool that increases awareness of best practices and guidelines on Human-centered AI. read more of Self-Assessment Tool

This system helps developers to debug their AI and other data-driven systems that optimize industrial processes and receive data in the message-oriented fashion. The system helps especially when the messages are organized after production heats and follow... read more of smart-process-industry-message-debugger

The AI Privacy Risk Assessment tool is aimed to help organizations developing ML models trained on people’s personal and/or health data, especially those that need to be deployed outside of the organization or shared with third parties, to perform a priva... read more of AI Privacy Risk Assessment

Inspired by the human brain cortex, the Synthetic Cortex integrates hormone and neurotransmitter values by mathematically modeling them to create artificial emotions and instinctive behavior patterns in LLMs. We hypothesize that these layers provide more ... read more of Synthetic Cortex | Emotional Intelligence

The simulations analyzed the impact of Battery Energy Storage Systems (BESS) within an alpine distribution network over the three-year period from 2022 to 2024. The study examined two main scenarios: - an utility-scale battery (ranging from 0.5 to 3 MWh... read more of BESS simulations for an Alpine Distribution Network Operator operator

This dataset provides a detailed, hourly record spanning the years 2022 through 2024 for a small Italian Distribution System Operator (DSO). The DSO serves approximately 5,000 Points of Delivery (PODs). The primary purpose of the dataset is to monitor the... read more of Real energy dataset from an Alpine Distribution Network Operator operator

Use BFGS optimizer in Tensorflow 2 almost as it was with Tensorflow 1 and tf.contrib read more of tf2-bfgs

scio is is an open-source Python library for designing, using and evaluating confidence scores in Neural Networks. This topic has recently gained significant attention, as deploying of Deep Learning models raises pressing reliability concerns – specifical... read more of scio

The ULTIMATE INDUSTRIAL UC SYNTHETIC DATASET V1 is composed of 15 folders, each one containing a picture frame reproducing a hybrid environment populated by1 RGBD camera. The 3D scene is a digital twin of the real scene of the Industry UC. The captures ar... read more of ULTIMATE INDUSTRY UC SYNTHETIC DATASET V1