The rise of AI, graphic processing, combinatorial optimization and other data-intensive applications has resulted in data-processing bottlenecks, as ever greater amounts of data must be shuttled back ...

The aim of this talk is to present the recent efforts made to advance key tasks in Process Systems Engineering (PSE) using new optimization and machine learning methods developed in our group. In the ...