A new method for expanding in situ root datasets using CycleGAN

The root system is crucial for plants to absorb water and nutrients, with in situ root research providing insights into root phenotypes and dynamics. While deep-learning-based root segmentation methods have advanced the analysis ...

Predicting an end to your relationship

Breaking up, making up, or waking up to the fact that your partner is thinking about leaving you have long been grist for songwriters, but the ups and downs of romantic relationships have also fueled psychology research.

Improving fluid simulations with embedded neural networks

While neural networks can help to improve the accuracy of fluid flow simulations, new research shows how their accuracy is limited unless the right approach is taken. By embedding fluid properties into neural networks, simulation ...

Speedy and highly accurate prediction of flow phenomena

A research group led by Masanobu Horie at RICOS Co. Ltd. in collaboration with Assistant Professor Naoto Mitsume of Tsukuba University, have successfully used AI to realize highly accurate and high-speed predictions of the ...

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