A machine learning algorithm for auto-discovering conserved quantities has been tested on five Hamiltonian systems, including the gravitational 3-body problem. (more…)

As data science and machine learning consultants. We know that data can lead humans astray. It can also lead machines astray. This can cause biased algorithms. (more…)

How we overhauled our animation workflow with machine learning, teaching physically-based AI-agents to walk on their own. (more…)

Machine learning encompasses a broad range of algorithms and modeling tools used for a vast array of data processing tasks, which has entered most scientific disciplines in recent years. We review in a selective way the recent research on the interface be... (more…)

Abstract Many organizations today are looking for ways to run Machine Learning (ML) models in operational systems at scale. Data Scientists can now take models that they build in SageMaker and deploy them as user-defined functions within our general purpo... (more…)