Microsoft

SimPoly: Simulation of Polymers with Machine Learning Force Fields Derived from First Principles

Polymers are a versatile class of materials with widespread industrial applications. Advanced computational tools could revolutionize their design, but their complex, multi-scale nature poses ...
Microsoft

Rethinking Machine Learning Collective Communication as a Multi Commodity Flow problem

Cloud operators utilize collective communication optimizers to enhance the efficiency of the single-tenant, centrally managed training clusters they manage. However, current optimizers struggle to ...
IEEE

Mathematical Modeling and Simulation of Traffic Flow Control in Urban Environments Using Fuzzy Deep Neural Network With Optimization Algorithm

Abstract: With the enlarging number of transports on the road and fast growth, traffic flow is a significant current worry that obstructs the financial system’s evolution and affects the quality of ...
Get the Coast

Choctawhatchee High School students learn financial literacy through Reality Check simulation

About 80 Choctawhatchee High School students took on the role of working adults last Tuesday, navigating bills, budgets and financial decisions during the Okaloosa Public Schools Foundation’s 4th ...
Scientific Research Publishing

Klose, B., Spedding, G. and Jacobs, G. (2021) Direct Numerical Simulation of Cambered Airfoil Aerodynamics at Re = 20,000.

ABSTRACT: Early stages of ground-effect flight transit vehicle (GEFT) development identify benchmark digital prototype performances with approaches to reduce energy consumption by 20% to 80%. 80% ...
IEEE

FedRSU: Federated Learning for Scene Flow Estimation on Roadside Units

Abstract: Roadside unit (RSU) can significantly improve the safety and robustness of autonomous vehicles through Vehicle-to-Everything (V2X) communication. Currently, the usage of a single RSU mainly ...