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Search results for support vector machine

Polymers Aug 3, 2022

Machine learning enables optimal design of anti-biofouling polymer brush films

Polymer brush films consists of monomer chains grown in close proximity on a substrate. The monomers, which look like "bristles" at the nanoscale, form a highly functional and versatile coating, such that it can selectively ...

Biochemistry Jul 13, 2022

Researchers develop computer model to predict whether a pesticide will harm bees

Researchers in the Oregon State University College of Engineering have harnessed the power of artificial intelligence to help protect bees from pesticides.

Earth Sciences Mar 31, 2022

Highly accurate permafrost maps of the Northern Hemisphere published

Researchers from the Northwest Institute of Eco-Environment and Resources of the Chinese Academy of Sciences (CAS) and their collaborators published a high-accuracy and high-resolution permafrost map over the Northern Hemisphere.

Environment Mar 29, 2022

Optimizing the mitigation of heavy metal pollution in biochar-treated soils with machine learning

Environmental pollution is one of the biggest global concerns of our time. Building a sustainable future is only possible if we proactively address every aspect of this problem. In this regard, soil pollution due to the accumulation ...

Plants & Animals Feb 11, 2022

Archerfish recognize that insects they have never seen before are animals

Lurking beneath overhanging foliage, archerfish have one thing on their mind: taking a well-aimed pot-shot at the next insect that settles within range. Squirting a ballistic jet of water, these tenacious assassins precisely ...

Earth Sciences Sep 8, 2021

Opportunities and limits of AI in climate modeling

Earth system models are the most important tools for quantitatively describing the physical state of Earth, and—for example, in the context of climate models—predicting how it might change in the future under the influence ...

General Âé¶¹ÒùÔºics Aug 25, 2021

Study demonstrates the quantum speed up of supervised machine learning on a new classification task

In recent years, several computer scientists and physicists have been exploring the potential of quantum-enhanced machine learning algorithms. As their name suggests, quantum machine learning approaches combine quantum algorithms ...

Social Sciences Aug 23, 2021

Social emotion detector: Investigating emotional reactions to social events

Seemingly, half the world population now uses social media to share their thoughts and to experience the thoughts of others. There is no topic left unrepresented by users from opinions about technology, politics, society, ...

Earth Sciences Jun 10, 2021

Meteorologists improve multivariable integrated evaluation method for climate model

The multivariable integrated evaluation (MVIE) method can help meteorologists to quantitatively evaluate the overall performance of a climate model in simulating multiple variables like air temperature, precipitation, and ...

Materials Science May 10, 2021

Structure motif-centric learning framework for inorganic crystalline systems

Âé¶¹ÒùÔºical principles can be incorporated in a machine learning architecture as a fundamental setup to develop artificial intelligence for inorganic materials. In a new report now on Science Advances, Huta R. Banjade, and a ...

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