Polybot is a modular self-driving laboratory software environment that combines artificial intelligence (AI), automation, and experimentations. The robotics software of Polybot facilitates the rapid setup of hardware modules, implementation of experimenta

This invention comprises a predictive machine learning framework that leverages high performance computing and high-level quantum calculations to predict, determine, and validate phase diagrams in chemical systems without any recourse to experimental info

Process and apparatus for mixed solid separations, including the separation of metal from plastic and metal from metal.

This invention addresses a critical issue of multiple objective optimization and is a general approach applicable to all types of model or property optimization.

This invention comprises the introduction of an active learning method that starts training a neural network with ​“a single” data point.

A technology to make nuclear and radiological facilities safer by better monitoring both plant conditions as well as the most sensitive materials onsite

SDN Multiple Operating System Rotational Environment (SMORE) utilizes software defined networking (SDN) to programmatically switch the flow of packets from users to a given set of servers. By periodically switching which servers respond to user requests.

This invention describes a holder that was specifically designed to hold a mesh and sample solution in a simple, reliable, cost effective, and user-friendly way.

This invention is a new method of fabricating concave/convex optics in which a singlestructure crystal wafer will undergo curvature due to forces created by vacuum rather than the standard compressive techniques.

Argonne licensing opportunity