However they can be difficult to derive, making them unknown, particularly for complex systems. Our work in this area focuses on discovering ODEs and PDEs from data and leveraging the interpretability ...

Our lab develops novel computational methods to study cellular biological systems from a global and data-driven perspective. We seek to exploit diverse, high-throughput functional and genomic data to ...

It is widely used in engineering, physics, finance, climate modeling, and many other areas where decisions are made based on models that are not entirely certain due to inherent complexities and ...

Its data-driven AI technology is helping to improve ... The facility opened at Hitachi’s Central Research Laboratory in western Tokyo with around 100 world-class data scientists and there ...

This data-driven approach enables healthcare organisations to move beyond a one-size-fits-all model and create truly personalised engagement strategies, connecting with patients in more meaningful ...