Ansys SimAI is a physics-agnostic and cloud-enabled computer-aided engineering tool that predicts performance of complex ...

For example, consider a dataset of x-ray scans used to train a machine learning model for cancer detection. Your data is imbalanced, with 90 percent of the training examples flagged as benign and ...

EMBL-EBI scientists and collaborators at Heidelberg University have developed CORNETO, a new computational tool that uses ...

One of the wonders of machine learning is that it turns any kind of data into mathematical equations. Once you train a machine learning model on training examples—whether it’s on images, audio ...

Modular design is rapidly becoming the key to cost-effective automation, especially in sectors where demand variability and ...

For example, machine learning collects the drinks each customer buys, where they buy them, and when they buy them, ... and other design aspects. Tailor Brands uses linear algebra.

Study: Review of machine learning-driven design of polymer-based dielectrics. Image Credit: Michael Traitov/Shutterstock.com. ... (2019) Active‐learning and materials design: the example of high glass ...

Lawrence Livermore National Laboratory’s machine-learning models predicted the historic achievement of fusion ignition the week before its successful experiment on Dec. 5. The National Ignition ...

For example, a machine learning model might predict future sales based on historical data or classify emails as spam or not spam. In contrast, ... and design software.