Search results for deep learning

Earth Sciences Sep 4, 2025

Observation-informed deep learning cuts ENSO projection uncertainty

El Niño-Southern Oscillation (ENSO) is the strongest interannual variability signal in Earth's climate system. The shifts between its warm and cold phases profoundly impact global extreme weather, ecosystems, and economic ...

Plants & Animals Sep 4, 2025

Computer graphics model captures the diverse world of plant leaves

Researchers at The University of Osaka have developed a computer graphics (CG) model, NeuraLeaf, capable of representing a wide variety of plant species and their deformations using a single, unified model. This innovative ...

General Physics Sep 3, 2025

Deep learning method enables efficient Boltzmann distribution sampling across a continuous temperature range

A research team has developed a novel direct sampling method based on deep generative models. Their method enables efficient sampling of the Boltzmann distribution across a continuous temperature range. The findings have ...

Molecular & Computational biology Aug 29, 2025

Deep-learning-based method enables field measurement of flag leaf angle in wheat

A research team led by Prof. Jiang Ni from the Institute of Genetics and Developmental Biology (IGDB) of the Chinese Academy of Sciences (CAS) proposed a cost-effective method for in-field acquisition of flag leaf angle (FLANG) ...

Biotechnology Aug 29, 2025

An open-source AI platform to democratize protein design

Since its release in 2024, the open-source platform BindCraft, developed at EPFL, has already disrupted the world of protein design. Physical interactions between proteins influence anything from cell signaling and growth ...

Biotechnology Aug 29, 2025

AI turns simple plant images into early drought warnings, giving crops a voice in the fight against water stress

What if plants could speak when they were thirsty? Agriculture, in essence, is a dialog among crops, soil and climate. Yet drought, the most insidious stressor, remains largely silent until its damage is visible.

Earth Sciences Aug 27, 2025

We drilled deep under the sea to learn more about mega-earthquakes and tsunamis

Far beneath the waves, down in the depths of the Japan Trench—seven kilometers below sea level—lie hidden clues about some of the most powerful earthquakes and tsunamis on Earth.

Earth Sciences Aug 26, 2025

Simpler models can outperform deep learning at climate prediction

Environmental scientists are increasingly using enormous artificial intelligence models to make predictions about changes in weather and climate, but a new study by MIT researchers shows that bigger models are not always ...

Biotechnology Aug 26, 2025

AI tool automates plant fruit measuring to breed better crops

Aberystwyth University scientists are developing new artificial intelligence tools that automatically measure plant seed and seed pods in order to breed better crop varieties.

Earth Sciences Aug 26, 2025

Deep-learning model visualizes urban heat stress at the meter scale

Cities are particularly vulnerable to heat stress because paved and densely built-up areas tend to store heat. More frequent and intense heat waves are a growing challenge for public health and urban infrastructure.

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