Tag: Deep Learning

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Using Deep Learning To Image The Earth’s Planetary Boundary Layer

Lincoln Laboratory researchers are using AI to get a better picture of the atmospheric layer closest to Earth’s surface. Their techniques could improve weather and drought prediction. Haley Wahl | MIT Lincoln LaboratoryMIT News (https://news.mit.edu/2024/using-deep-learning-image-earths-planetary-boundary-layer-0418) Although the troposphere is often thought of as…

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Model Innovators: How Digital Twins Are Making Industries More Efficient

From Taiwan to Germany, companies are seeing the benefits of physics-informed models and simulations with NVIDIA Modulus and Omniverse. A manufacturing plant near Hsinchu, Taiwan’s Silicon Valley, is among facilities worldwide boosting energy efficiency with AI-enabled digital twins. A virtual model can help…

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Making Sense of AI Buzzwords – Explanations of Machine, Reinforcement and Deep Learning

Machine learning, reinforcement learning, and deep learning are interconnected subfields of artificial intelligence, each with its unique methodologies, applications, and challenges. Here is a more detailed discussion on each of them, along with examples and resources for further study. Machine Learning…

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Using ML To Predict The Weather And Climate Risk

Introduction All beings on this planet are affected by atmospheric phenomena we call the weather. Because of this, humans have invented all sorts of measuring tools, and luckily have loads of data from observations. All this data has been on quite…

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Intro To Deep Learning To Track Deforestation In Supply Chains

Intro to deep learning to track deforestation in supply chains Introduction In my experience, I have observed that it’s common in machine learning to surrender to the process of experimenting with many different algorithms in a trial and error fashion, until…

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A New Genome Sequencing Tool Powered With Google’s Technology

Genome sequencing provides a more complete description of cells and organisms, allowing scientists to uncover serious genetic conditions such as the elevated risk for breast cancer or pulmonary arterial hypertension. While researching genomics has the potential to save lives and preserve people’s quality of life, it’s incredibly…

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Deep Learning With Light

Ask a smart home device for the weather forecast, and it takes several seconds for the device to respond. One reason this latency occurs is because connected devices don’t have enough memory or power to store and run the enormous machine-learning…

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Explained: How To Tell If Artificial Intelligence Is Working The Way We Want It To

About a decade ago, deep-learning models started achieving superhuman results on all sorts of tasks, from beating world-champion board game players to outperforming doctors at diagnosing breast cancer. These powerful deep-learning models are usually based on artificial neural networks, which were first proposed in the…

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Artificial Neural Networks

Why Artificial Neural Networks Have A Long Way To Go Before They Can ‘See’ Like Us

 Artificial neural networks were created to imitate processes in our brains, and in many respects – such as performing the quick, complex calculations necessary to win strategic games such as chess and Go – they’ve already surpassed us. But if…

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Will Transformers Take Over Artificial Intelligence?

A simple algorithm that revolutionized how neural networks approach language is now taking on vision as well. It may not stop there. Imagine going to your local hardware store and seeing a new kind of hammer on the shelf. You’ve heard…

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