Oak Ridge National Lab

Streaming Data in HPC Workflows Using ADIOS

The “IO Wall” problem, in which the gap between computation rate and data access rate grows continuously, poses significant problems to scientific workflows which have traditionally relied upon using ...
IEEE

Dynamic Multiscale Integration Network With Multivariate Interaction for Probabilistic Sea Surface Temperature Forecasting

Abstract: The accurate prediction of sea surface temperature (SST) is critical for understanding marine phenomena, studying climate dynamics, and forecasting environmental changes. However, SST time ...
IEEE

Sea Surface Temperature Image Completion Method Based on Multiscale Fourier Fusion Neural Operator

Abstract: Sea surface temperature (SST) is a crucial metric in marine science, playing a pivotal role in forecasting and analyzing changes in the marine environment. However, remote sensing ...
POWER Magazine

The Solid-State Shift: Reinventing the Transformer for Modern Grids

Transformers have been the backbone of power grids for over a century, but today’s demands for renewable energy, electric vehicles, and smarter grids are exposing their limits. Enter solid-state ...
Scientific Research Publishing

Wavelet Multiview-Based Hybrid Deep Learning Model for Forecasting El Niño-Southern Oscillation Cycles ()

The El Niño-Southern Oscillation (ENSO) is a significant climate phenomenon with far-reaching impacts on global weather patterns, ecosystems, and economies. This study aims to enhance ENSO forecasting ...