Optimizing throughput of Seq2Seq model training on the IPU platform for AI-accelerated CFD simulations

P Rościszewski, A Krzywaniak, S Iserte, K Rojek… - Future Generation …, 2023 - Elsevier
Abstract Intelligence Processing Units (IPU) have proven useful for many AI applications. In
this paper, we evaluate them within the emerging field of AI for simulation, where traditional …

Statistical Methods for Performance Analysis of Data Processing Systems in High-Performance Computing Environments

A Kannagi, N Das, M Dheer - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
in excessive-performance computing environments, wherein huge amounts of data want to
be processed quickly, the overall performance of statistics processing systems is crucial …

Enhancing weather analysis with data interpolation and time series forecasting

A González Barberá - 2023 - openaccess.uoc.edu
Weather analysis plays a crucial role in various domains, from agriculture to urban planning.
However, accurate and localized predictions can be challenging in urban environments with …