Search results for deep learning

Biochemistry Apr 20, 2023

AI system can generate novel proteins that meet structural design targets

MIT researchers are using artificial intelligence to design new proteins that go beyond those found in nature.

Ecology Apr 20, 2023

Can deep learning help us save mangrove forests?

Mangrove forests are an essential component of the coastal zones in tropical and subtropical areas, providing a wide range of goods and ecosystem services that play a vital role in ecology. They are also threatened, disappearing, ...

Analytical Chemistry Apr 17, 2023

Deep-learning-based data analysis software promises to accelerate materials research

Researchers at the Department of Energy's Oak Ridge National Laboratory have developed a machine-learning inspired software package that provides end-to-end image analysis of electron and scanning probe microscopy images.

Environment Apr 7, 2023

Study shows temperature is stronger than light and flow as driver of oxygen in US rivers

The amount of dissolved oxygen in a river is a matter of life or death for the plants and animals living within it, but this oxygen concentration varies drastically from one river to another, depending on their unique temperature, ...

Biotechnology Apr 6, 2023

Machine learning used to predict water quality

Research in the International Journal of Sustainable Agricultural Management and Informatics has demonstrated how machine learning can be used to predict water quality index. The work could have implications for the future ...

Environment Apr 5, 2023

Improved prediction of heatwaves thanks to AI

Extreme heatwaves are rare, but they have major consequences on living beings and their environments. Anticipating their arrival is a central challenge.

Optics & Photonics Apr 5, 2023

Lensless complex amplitude demodulation based on deep learning in holographic data storage

In the era of big data, global data volume is growing exponentially. The development of numerous technologies depends on massive data and also generates massive data. Data mining, storage, and protection are becoming increasingly ...

Environment Apr 4, 2023

Study reveals influencing factors on global dumpsite distribution

With the advancement of global civilization, monitoring and managing dumpsites have become essential parts of environmental governance worldwide. However, dumpsite locations are difficult to pinpoint in a timely manner by ...

Optics & Photonics Apr 3, 2023

RAPID imaging provides numerous opportunities with deep learning

Three-dimensional (3D) imaging at the nanometer scale enables important insights in biology and material behaviors, including virus function, structural damage, and nanoelectronics.

Optics & Photonics Mar 31, 2023

Metasurfaces designed by a bidirectional deep neural network for generating quantitative field distributions

Benefiting from superior capability in manipulating wavefront of electromagnetic waves, metasurfaces have provided a flexible platform for designing ultracompact and high-performance devices with unusual functionalities. ...

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