A new study indicates that a computer that uses light instead of digital switches for computation may help reduce the energy demands of artificial intelligence (AI). The scientists who invented this ...

The constant scaling of AI applications and other digital technologies across industries is beginning to tax the energy grid ...

Abstract We introduce Bayesian code diffusion, a new deep learning program optimization strategy devised to accelerate the auto-tuning process of deep ...

The Computer Science + X (CS+X) initiative at Northwestern University explodes the possibilities of interdisciplinary research. Our goal is to foster transformational relationships between computer ...

Modeling and Solving Combinatorial Optimization Problems Using the QUBO Model A surprising development of the last few years has been the emergence of a model, called QUBO (for Quadratic Unconstrained ...

Computer scientists have shown that existing compilers, which tell quantum computers how to use their circuits to execute quantum programs, inhibit the computers' ability to achieve optimal ...

A computer that uses light rather than digital switches for calculations could help reduce the energy demands of artificial ...

This course introduces high-performance computing (“HPC”) systems, software, and methods used to solve large-scale problems in science and engineering. It will focus on the intersection of two ...

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 ...