Engineering

Using deep learning to classify steel materials objectively

Rolling bearings are installed wherever something is in rotation. The wide range of applications extends from large wind turbines to small electric toothbrushes. These bearings, which consist of steel components, must be ...

Machine learning & AI

The future of AI is wide, deep, and large

ChatGPT has fascinated the public as we begin to explore how generative artificial intelligence (AI) can be useful in our everyday lives. On the back end, scientists are continually advancing AI for potential applications ...

Machine learning & AI

Off-grid DOA estimation via deep learning framework

In radar perception tasks, it is necessary to estimate the direction of arrival (DOA) of the sources to achieve various applications such as target detection, tracking, and imaging. Especially for automotive millimeter-wave ...

Software

Let it flow: Recreating water flow for virtual reality

The physical laws of everyday water flow were established two centuries ago. However, scientists today struggle to simulate disrupted water flow virtually, e.g., when a hand or object alters its flow.

Machine learning & AI

Better paths yield better AI: Enhancing pre-existing architectures

Deep Learning (DL) performs classification tasks using a series of layers. To effectively execute these tasks, local decisions are performed progressively along the layers. But can we perform an all-encompassing decision ...

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