New research from the University of Waterloo is making inroads on one of the biggest problems in theoretical computer science ...

This course discusses basic convex analysis (convex sets, functions, and optimization problems), optimization theory (linear, quadratic, semidefinite, and geometric programming; optimality conditions ...

In the past few years, researchers have turned increasingly to data science techniques to aid problem-solving in organic synthesis. The software adapts key principles of Bayesian Optimization (BO) to ...

A quantum computer can solve optimization problems faster than classical supercomputers, a process known as "quantum advantage" and demonstrated by a USC researcher in a paper recently published in ...

Using services like ChatGPT or Microsoft Copilot can sometimes seem like magic—to the point it can be easy to forget about the advanced science running behind the scenes of any artificial intelligence ...

Data transfer optimization software, Falcon, that was developed by Computer Science and Engineering Ph.D. student MD Arifuzzaman has been selected by the National Science Foundation (NSF) for $450,000 ...

Advances in quantum hardware, middleware, and software will lead to a general-purpose quantum advantage machine being developed by 2030. Quantum computing combines quantum physics and computer science ...