Search results for deep learning

Analytical Chemistry Jan 25, 2024

Deep learning reveals molecular secrets of explosive perchlorate salts

Perchlorates are a class of compounds that are notorious for their explosive nature. This raises safety concerns during experiments involving complex compounds that contain perchlorate ions, since explosions can be triggered ...

Biotechnology Jan 19, 2024

Machine learning models teach each other to identify molecular properties

Biomedical engineers at Duke University have developed a new method to improve the effectiveness of machine learning models. By pairing two machine learning models, one to gather data and one to analyze it, researchers can ...

Earth Sciences Jan 19, 2024

Modeling study finds alpine glaciers will lose at least a third of their volume by 2050

Even if global warming were to stop completely, the volume of ice in the European Alps would fall by 34% by 2050. If the trend observed over the last 20 years continues at the same rate, however, almost half the volume of ...

Biotechnology Jan 19, 2024

Constructing a deep generative approach for functional RNA design

A collaborative research effort by Professor Hirohide Saito in the Department of Life Science Frontiers, CiRA, Kyoto University, and Professor Michiaki Hamada of Waseda University has developed the world's first deep generative ...

Molecular & Computational biology Jan 18, 2024

GenoDrawing: Pioneering plant phenotyping with autoencoders and SNP markers

Advancements in whole-genome sequencing have revolutionized plant species characterization, providing a wealth of genotypic data for analysis. The combination of genomic selection and neural networks, especially deep learning ...

Agriculture Jan 18, 2024

Improving grape yield predictions: The rise of semi-supervised berry counting with CDMENet

To improve grape yield predictions, automated berry counting has emerged as a crucial yet challenging task due to the dense distribution and occlusion of berries. While grape cultivation is a significant global economic activity, ...

Molecular & Computational biology Jan 18, 2024

AI-driven nutritional assessment of seed mixtures enhances sustainable farming practices

Cultivating seed mixtures for local pastures is an age-old method to produce cost-effective and balanced animal feed, enhancing agricultural autonomy and environmental friendliness in line with evolving European regulations ...

Molecular & Computational biology Jan 18, 2024

Plant phenotyping: Deep learning and 3D point cloud technology in overcoming reconstruction challenges

3D point cloud technology revolutionizes non-invasive measurement of plant phenotypic parameters, offering vital data for agriculture and research.

Bio & Medicine Jan 18, 2024

Nanopores and deep learning aid in disease diagnostics

EPFL scientists have unveiled a method using biological nanopores and deep learning to detect protein modifications, offering new avenues in disease diagnostics.

Biotechnology Jan 17, 2024

An AI-driven approach to enhancing rice yield prediction and selection

Rice (Oryza sativa) is a staple food for many people, but rice production is challenged by climate change, making it critical to improve yield traits such as panicle number per unit area (PNpM2).

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