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.

Argonne has developed a suite of five advanced computational tools for addressing complex challenges related to combustion analysis and engine design

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

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 tool for the automatic differentiation of Fortran 77 programs

An atomistic simulation toolkit for bridging length and time scales.Invention: Multi-fidelity scale bridging between various flavors of molecular dynamics (i.e. ab-initio, classical and coarse-grained models) has remained a long-standing challenge.

Argonne’s PARMFLO (Parallel Reacting Multiphase Flow Computational Fluid Dynamic Analysis) software is used to solve multiphase reacting flow computational fluid dynamic (CFD) problems using parallel computing techniques

Software environment and framework for automotive control system design, simulation and analysis