Industria 4.0
Industria 4.0
Coordinate-wise monotonic transformations enable privacy-preserving age estimation with 3D face point cloud
24/04/2024
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In a recent publication in Science China Life Sciences, a research team led by Professor Jing-Dong Jackie Han and Ph.D. student Xinyu Yang from Peking University established a deep learning model for...
Researchers develop deep learning alternative to monitoring laser powder bed fusion
24/04/2024
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Many things can go wrong when additively manufacturing (AM) metal and without in-situ process monitoring, defects can only be detected and characterized after a product is built. Most commonly,...
Using deep learning to image the Earth's planetary boundary layer
21/04/2024
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Although the troposphere is often thought of as the closest layer of the atmosphere to the Earth's surface, the planetary boundary layer (PBL)—the lowest layer of the troposphere—is actually the...
Crime detection and crime hot spot prediction using a deep learning model
21/04/2024
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Crime is an age-old and never-ending problem for societies worldwide and crime detection and crime fighting have always chased after the criminals who often stay one step ahead.
Improved AI confidence measure for autonomous vehicles
16/04/2024
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A new Bar-Ilan University study addresses a fundamental question in the realm of artificial intelligence (AI): Can deep learning architectures achieve greatly above-average confidence for a...
New code mines microscopy images in scientific articles
10/04/2024
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Deep learning is a form of artificial intelligence transforming society by teaching computers to process information using artificial neural networks that mimic the human brain. It is now used in...
Researchers unveil time series deep learning technique for optimal performance in AI models
07/04/2024
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A team of researchers has unveiled a time series machine learning technique designed to address data drift challenges. This innovative approach, led by Professor Sungil Kim and Professor Dongyoung...
High-speed railway track components inspection framework leverages latest advancements in AI
04/04/2024
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In railway maintenance, the integration of artificial intelligence (AI) and deep learning technologies marks a shift from traditional inspection methods. A new study published in High-speed Railway...
Introducing Floorlocator, a system that enhances indoor navigation
21/03/2024
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Indoor positioning is transforming with applications demanding precise location tracking. Traditional methods, including fingerprinting and sensor-based techniques, though widely used, face...
New survey on deep learning solutions for cellular traffic prediction
21/03/2024
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The bustling streets of a modern city are filled with countless individuals using their smartphones for streaming videos, sending messages and browsing the web. In the era of rapidly expanding 5G...
Domain knowledge drives data-driven artificial intelligence in well logging
19/03/2024
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Data-driven artificial intelligence, such as deep learning and reinforcement learning, possesses powerful data analysis capabilities. These techniques enable the statistical and probabilistic...
Towards a universal mechanism for successful deep learning
12/03/2024
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Image classification is a complex task that deep learning architectures perform successfully. Those deep architectures are usually comprised of many layers, with each layer consisting of many filters.
Testing an unsupervised deep learning model for robot imitation of human motions
10/03/2024
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Robots that can closely imitate the actions and movements of humans in real-time could be incredibly useful, as they could learn to complete everyday tasks in specific ways without having to be...
Deep learning tool may help cut emissions caused by air resistance
05/03/2024
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Deep learning tools have revolutionized aerodynamic engineering for planes, cars and ships, enabling these vehicles to be more fuel efficient and structurally refined. A new computational model...
AI-powered platform could help law enforcement get ahead of designer drugs
29/02/2024
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An online platform powered by deep learning can predict the makeup of new psychoactive substances to help law enforcement in the fight against dangerous drugs.
Human-like real-time sketching by a humanoid robot
25/02/2024
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The rapid advancement of deep learning algorithms and generative models has enabled the automated production of increasingly striking AI-generated artistic content. Most of this AI-generated art,...
A novel deep learning modeling approach guided by mesoscience
25/02/2024
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Deep learning modeling that incorporates physical knowledge is currently a hot topic, and a number of excellent techniques have emerged. The most well-known one is the physics-informed neural...
Accelerating the discovery of single-molecule magnets with deep learning
21/02/2024
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Synthesizing or studying certain materials in a laboratory setting often poses challenges due to safety concerns, impractical experimental conditions, or cost constraints. In response, scientists are...
Orbital angular momentum-mediated machine learning for high-accuracy mode-feature encoding
21/02/2024
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As a derivative product of artificial neural networks, ChatGPT became extremely popular in 2023, breaking the shortest time record for technology product users to exceed 100 million. It is a...
A new model for measuring global water storage
19/02/2024
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In their recent publication in Nature Water, D-BAUG researchers Junyang Gou and Professor Benedikt Soja introduced a finely resolved model of terrestrial water storage using a novel deep learning...
Artificial intelligence needs to be trained on culturally diverse datasets to avoid bias
14/02/2024
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Large language models (LLMs) are deep learning artificial intelligence programs, like OpenAI's ChatGPT. The capabilities of LLMs have developed into quite a wide range, from writing fluent essays,...