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Search results for deep learning

Molecular & Computational biology Jul 1, 2024

New radiative transfer modeling framework enhances deep learning for plant phenotyping

A research team has developed a radiative transfer modeling framework using Helios 3D plant modeling software to simulate RGB, multi-/hyperspectral, thermal, and depth camera images with fully resolved reference labels. This ...

Evolution Jul 1, 2024

Research shows Darwin and Wallace both right on butterfly evolution

Pioneering AI-powered research on butterflies has probed the under-studied evolution of females and adds to a debate between the founding fathers of evolution.

Other Jun 28, 2024

Deep learning model overcomes the challenge of real-world measurements of isotope production target cooling systems

When a particle beam hits a target in an isotope production facility, it generates heat that is removed by water channels. The transfer of heat between the target and the flowing water produces subcooled flow boiling. This ...

Molecular & Computational biology Jun 27, 2024

Researchers develop deep-learning model that outperforms Google AI system to predict peptide structures

Researchers at the University of Toronto have developed a deep-learning model, called PepFlow, that can predict all possible shapes of peptides—chains of amino acids that are shorter than proteins, but perform similar biological ...

Molecular & Computational biology Jun 27, 2024

DeepEvo: An 'intelligent' strategy for engineering customized proteins

Engineering proteins for desirable traits has been the holy grail of modern biotechnology. For example, the food industry can benefit from engineered enzymes which have the ability to enhance biochemical reactions at higher ...

Agriculture Jun 27, 2024

Innovative UAV and deep learning method enhances maize tassel detection accuracy

A research team has developed an innovative method utilizing unmanned aerial vehicles (UAVs) and deep learning techniques to accurately identify tassel states in maize hybridization fields before and after manual detasseling. ...

Plants & Animals Jun 21, 2024

New AI-driven tool improves root image segmentation

In a world striving for sustainability, understanding the hidden half of a living plant—the roots—is crucial. Roots are not just an anchor; they are a dynamic interface between the plant and soil, critical for water uptake, ...

Biotechnology Jun 21, 2024

Membrane protein analogs could accelerate drug discovery

Many drug and antibody discovery pathways focus on intricately folded cell membrane proteins: when molecules of a drug candidate bind to these proteins, like a key going into a lock, they trigger chemical cascades that alter ...

Plants & Animals Jun 21, 2024

Unifying behavioral analysis through animal foundation models

Although there is the saying, "straight from the horse's mouth," it's impossible to get a horse to tell you if it's in pain or experiencing joy. Yet, its body will express the answer in its movements. To a trained eye, pain ...

Optics & Photonics Jun 21, 2024

New physics-informed neural network for universal and high-fidelity resolution enhancement in fluorescence microscopy

To address the limitations of current computational super-resolution microscopy, a team of researchers at Zhejiang University has introduced a novel deep-physics-informed sparsity framework that significantly enhances structural ...

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