Recent advances in data mining and mathematical modelling have increasingly influenced the development of sophisticated algorithms across diverse application domains. By extracting hidden structures ...

Describe the concept of topic modeling and related terminology (e.g., unsupervised machine learning) Apply topic modeling to marketing data via a peer-graded project Apply topic modeling to a variety ...

Some of the models used to forecast everything from financial trends to animal populations in an ecosystem are incorrect, ...

Digital twins—predictive computer simulations of drug production processes—are only as good as the software from which they are constructed. The key to building them, say researchers, is knowing which ...

An academia-industry collaboration developed a new sampling algorithm for Design of Experiment intending to democratize experimental design.

This course is available on the MSc in Mathematics and Computation and MSc in Operations Research & Analytics. This course is available with permission as an outside option to students on other ...

The field of computational materials science has been profoundly transformed by integrating deep learning and other machine learning methodologies. These sophisticated data-driven approaches have ...