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Breakthrough in parallel Cartesian grid generation: Dynamic partition weight strategy resolves load imbalance

A key challenge in parallel adaptive Cartesian grid generation is significant computational load imbalance during k‑d tree ...

Parallel Works Deploys Mission-Critical Weather Forecasting to the Cloud, Expanding Real-Time Predictions at Scale

Parallel Works announced that its collaboration with GDIT on a solution to expand a large federal agency's complex, mission-critical weather forecasting HPC workloads to the cloud has been awarded the ...
Tech Xplore

Model steering is a more efficient way to train AI models

Training artificial intelligence models is costly. Researchers estimate that training costs for the largest frontier models ...
IEEE

A hybrid modeling approach integrating first-principles with data for nonlinear process monitoring

Abstract: Fault monitoring plays a crucial role in modern industrial systems. Timely and accurate monitoring is essential to mitigate economic losses and protect life safety. Traditional data-driven ...
IEEE

Directionality-Aware Mixture Model Parallel Sampling for Efficient Linear Parameter Varying Dynamical System Learning

Abstract: The Linear Parameter Varying Dynamical System (LPV-DS) is an effective approach that learns stable, time-invariant motion policies using statistical modeling and semi-definite optimization ...