Artificial Intelligence is impacting industry and the business world in deep ways. We are also working on some industrial and business applications together with partner companies.
We have recently started a collaboration with INFINEON on the use of reinforcement learning for automatic layout and routing design of analogic circuits of microprocessors.
We are also collaborating with Idrostudi to analyse data and build predictive models of water networks. We have designed an anomaly detection scheme capable of identifying sensor and physical anomalies, and we are now planning to extend these approaches further ideally to build a digital twin of the water network system.
We are also working with General Invest to design more effective risk aware models to improve tactical asset allocation of investments portfolios.
Keywords: Automatic circuit layout and routing design, anomaly detection on water networks, risk-aware tactical asset allocation.
In the following, there is a reasoned bibliography, in which each class of contributions is briefly described and the relevant bibliography is cited.