## IBM Research - Ireland Internship Project: Machine learning to forecast dynamic physical systems - overview

**Project Description:**

Machine learning is hugely successful in learning a set of features that relate an input vector **x **to an output vector **y**. A more challenging case exists when the input vector is correlated in time – i.e. the output vector **y **depends on both **x **and previous values of **x**. This is a common problem in physics where the temporal relation is generally encoded via a set of partial differential equations.

This project will apply deep neural networks to the problem and develop a forecasting model for fast-changing physical systems.

**Required skills:**

- Knowledge of machine learning

- Programming in Python