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Engineering


New recycling process for rare-earth elements could transform green technology and boost carbon neutrality

A new recycling process for rare-earth elements has been developed, promising to significantly advance recycling technology and support global efforts towards carbon neutrality. The selective extraction–evaporation–electrolysis (SEEE) process achieved recovery rates of 96% for neodymium and 91% for dysprosium, with both metals reaching...

SourceEngineering·JournalEngineering·DateSep 26, 2024

Porous-DeepONet: A deep learning framework for efficiently solving reaction-transport equations in porous media

Researchers developed Porous-DeepONet, a deep learning framework that efficiently captures complex features of porous media and learns solution operators. It outperforms traditional FEM methods in solving parameterized reaction-transport equations in porous media, handling complex domain geometries and multiphysics coupled equations.

SourceEngineering·JournalEngineering·DateAug 19, 2024

An interpretable deep learning modeling architecture considering process underlying logics reveals a promising way to the intelligent chemical industry

A new interpretable deep learning modeling architecture, LACG, is proposed to handle complex variable interactions in chemical processes. It achieves high-accuracy modeling results via the coupling of three sub-modules based on underlying logics. The model outperforms widely used neural networks in terms of interpretability.

SourceEngineering·JournalEngineering·DateAug 8, 2024

Stock market turbulence linked to increased risk of heart attacks, strokes, and suicide: A groundbreaking study analyzes 12 million deaths

A groundbreaking study analyzing 12 million deaths finds that stock market volatility is associated with a heightened risk of major adverse cardiovascular events (MACEs) and suicide. Daily stock returns show significant correlations with mortality risks, particularly among older adults, males, and those with lower education levels.

SourceEngineering·JournalEngineering·DateAug 1, 2024

Enhancing power system stability: Tianjin University unveils a groundbreaking method for rapid generation of dynamic security region boundaries

A new method for generating dynamic security region boundaries has been developed using space division and Wasserstein generative adversarial network with gradient penalty. This method significantly improves the efficiency and accuracy of transient stability analysis in power systems with high wind power penetration.

SourceEngineering·JournalEngineering·DateJul 30, 2024

Transparent organic–inorganic hybrid photoresist with highly tunable refractive index for advanced display

Researchers at Beijing University of Chemical Technology and BOE Technology Group Co., Ltd. have developed a novel transparent organic-inorganic hybrid photoresist with a highly tunable refractive index of up to 2.0, allowing for precision machining of optical microstructures and improving display device efficiency. The material exhibi...

SourceEngineering·JournalEngineering·DateJun 11, 2024

From dreams to reality: unveiling the ideal in situ construction method for lunar habitats and paving the way to Moon colonization

Researchers have introduced the 8IMEM quantification method to evaluate regolith solidification techniques, finding regolith bagging as the highest-rated technique. The study proposes a four-stage plan for lunar infrastructure construction, with regolith bag technology as a solution for lunar base construction.

SourceEngineering·JournalEngineering·DateApr 17, 2024

New study unveils insights into ethylene copolymerization with linear and end-cyclized olefins using a metallocene catalyst

Researchers investigated the polymerization behavior and thermal properties of copolymers formed through ethylene copolymerization with linear and end-cyclized olefins. The study reveals that end-cyclized olefins have a higher coordination probability and lower insertion rate, leading to stronger crystallization destructive capacity.

SourceEngineering·JournalEngineering·DateSep 29, 2023