The search for next-generation electronic materials often starts with studying the Fermi surface, which serves as a map of a ...

AI image processing has sped up analysis of data from NASA's James Webb Space Telescope from years to mere days or less, ...

Standard Chartered and the Agency for Science, Technology and Research (A*STAR), Singapore’s lead public sector research and development (R&D) agency, have announced a three-year partnership to ...

Coarse-Grained Reconfigurable Arrays (CGRAs) have been in the academic world for decades ([1], [2]). They are considered ideal to accelerate compute-intensive Digital Signal Processing (DSP) and ...

In this tutorial, we explore how we use Daft as a high-performance, Python-native data engine to build an end-to-end analytical pipeline. We start by loading a real-world MNIST dataset, then ...

The rapid acceleration of AI adoption across industries is reshaping not only products, but also the engineering roles that support them. As organizations move machine learning systems from ...

In this tutorial, we design an end-to-end, production-style analytics and modeling pipeline using Vaex to operate efficiently on millions of rows without materializing data in memory. We generate a ...

The prediction of concrete compressive strength (CS, MPa) is fundamental in experimental civil engineering, as it enables the optimization of mix design and complements laboratory testing through ...

TPUs are Google’s specialized ASICs built exclusively for accelerating tensor-heavy matrix multiplication used in deep learning models. TPUs use vast parallelism and matrix multiply units (MXUs) to ...

Automated Machine Learning (AutoML) aims to streamline the end-to-end process of ML models, yet current approaches remain constrained by rigid rule-based frameworks and structured input requirements ...

Seemingly simple problems often defy simple solutions. Companies worldwide have almost endless amounts of potentially valuable data and intelligence locked up in documents such as Word files, PDFs, ...