Search results for deep learning

Ecology Aug 29, 2023

New species of marine bacteria isolated from a deep-sea cold seep

Researchers have isolated a new strain of marine bacteria with unique characteristics from the ocean seabed.

Optics & Photonics Aug 28, 2023

A new route for universal polarization transformations of spatially varying polarization fields

Polarization describes the orientation of oscillations in a light wave, and it plays an essential role in various optical applications—from enhancing visibility in sunglasses and camera lenses to facilitating advanced optical ...

Biotechnology Aug 23, 2023

Artificial intelligence can now estimate rice yields, according to new study

With the rise in global demand for staple crop products projected to substantially increase by 2050 due to population growth, rising per capita income, and the growing use of biofuels, it is necessary to adopt sustainable ...

Materials Science Aug 11, 2023

Scientists pioneer new machine learning model for corrosion-resistant alloy design

In a world where annual economic losses from corrosion surpass 2.5 trillion US Dollars, the quest for corrosion-resistant alloys and protective coatings is unbroken. Artificial intelligence (AI) is playing an increasingly ...

Biotechnology Aug 3, 2023

Deep learning for new protein design

The key to understanding proteins—such as those that govern cancer, COVID-19, and other diseases—is quite simple: Identify their chemical structure and find which other proteins can bind to them. But there's a catch.

Quantum Physics Aug 1, 2023

Using AI to accurately quantify the amount of entanglement in a system

An international team of physicists has found that deep-learning AI technology can accurately quantify the amount of entanglement in a given system—prior research has shown that the degree of "quantumness" of a given system ...

Biotechnology Jul 28, 2023

Researchers develop method to predict gene expression across different tissues and cell types

In recent years, a virtual tidal wave of studies linking the expression of certain genes to complex diseases as varied as cancer and diabetes has raised hopes for major advances in medical treatment and drug discovery.

Optics & Photonics Jul 25, 2023

Physics informed supervised learning framework could make computational imaging faster

Computational imaging techniques are growing more popular, but the large number of measurements they require often lead to slow speeds or damage to biological samples. A newly developed physics-informed variational autoencoder ...

Optics & Photonics Jul 24, 2023

Diffractive networks enable quantitative phase imaging (QPI) through random diffusers

For decades, imaging weakly scattering phase objects such as cells has been an active area of research across various fields, including biomedical sciences. One common approach uses chemical stains or fluorescent tags to ...

Cell & Microbiology Jul 24, 2023

AI tool predicts the work rate of enzymes

Enzymes play a key role in cellular metabolic processes. To enable the quantitative assessment of these processes, researchers need to know the so-called "turnover number" (for short: kcat) of the enzymes. In the journal ...

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