Traditional algorithms power complicated computational tools like machine learning. A new approach, called algorithms with predictions, uses the power of machine learning to improve algorithms.

It shows the schematic of the physics-informed neural network algorithm for pricing European options under the Heston model. ...

Everyone wants predictive algorithms to be accurate, but there are different ways to define accuracy. Is it better to have an algorithm that's rarely perfect, but also rarely off by a mile? Or to have ...

In my November 2024 column, I began discussing the building block approach for crashworthiness testing of composite structures. This approach features a multistep process for designing composite ...