rolv LLC Launches rolvsparse(c): A New Mathematical Operator That Makes Every Computer on Earth Run AI Faster -- With 99% Less Energy

University of Miami Frost Institute independently confirms 50× speedups and 90--99.9% energy savings across CPUs, GPUs, TPUs, and AI accelerators -- identical SHA-256 verified results on all platforms ...
IEEE

Toward Realism: Sparse Matrix Statistics in the North American and Synthetic Electric Grid Models

Abstract: This letter uses sparse matrix statistics to highlight a structural gap between North American grid models and the synthetic cases commonly used in research. North American grids exhibit ...
IEEE

Enhancing BOTDR SNR using Learned-Dictionary Sparse Reconstruction of Brillouin Gain Spectrum Matrix

Abstract: A method of enhancing signal-to-noise ratio (SNR) in Brillouin optical time domain reflectometer (BOTDR) is proposed using sparse reconstruction of the Brillouin gain spectrum (BGS) matrix.
GitHub

Code for Paper “EdgeHEM: Sparse Federated Reinforcement Learning for Home Energy Management at the Edge”

With the growth of energy demand and the popularization of distributed energy resources, home energy management (HEM) has been emerging as a crucial technology for improving energy efficiency and ...