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Search results for machine learning architecture

Earth Sciences Dec 15, 2020

AI model shows promise to generate faster, more accurate weather forecasts

Today's weather forecasts come from some of the most powerful computers on Earth. The huge machines churn through millions of calculations to solve equations to predict temperature, wind, rainfall and other weather events. ...

Biotechnology Nov 30, 2020

Developing an AI solution to 50-year-old protein challenge

In a major scientific advance, the latest version of DeepMind's AI system AlphaFold has been recognized as a solution to the 50-year-old grand challenge of protein structure prediction, often referred to as the 'protein folding ...

General Âé¶¹ÒùÔºics Nov 20, 2020

Q&A: Toward the next generation of computing devices

Ever noticed how our smartphones and computing devices become faster within short spans? You can thank Moore's law for that. Back in 1965, Intel co-founder Gordon Moore predicted that the processing power of computers would ...

Molecular & Computational biology Oct 28, 2020

Deep learning and bioinformatics tools enable in-depth study of glycan molecules for understanding infections

We're told from a young age not to eat too much sugar, but in reality, our bodies are full of the stuff. The surface of every living cell, and even viruses, is covered in a mess of glycans: long, branching chains of simple ...

Materials Science Oct 27, 2020

3-D printing the first ever biomimetic tongue surface

Scientists have created synthetic soft surfaces with tongue-like textures for the first time using 3-D printing, opening new possibilities for testing oral processing properties of food, nutritional technologies, pharmaceutics ...

Materials Science Oct 20, 2020

Researchers at the forefront of developing machine learning methods for chemical discovery

The discovery and formulation of new drugs, antivirals, antibiotics and in general chemicals with tailored properties is a long and painstaking process. Interdisciplinary research at the crossroads of biochemistry, physics ...

Molecular & Computational biology Oct 12, 2020

Dueling proteins give shape to plants

In an elegant choreography, plants take cues from their environment and channel them into flowers, roots, or branches. In a new paper in Nature Communications, biologist Doris Wagner of the School of Arts & Sciences and colleagues ...

Biochemistry Oct 9, 2020

Researchers use artificial intelligence language tools to decode molecular movements

By applying natural language processing tools to the movements of protein molecules, University of Maryland scientists created an abstract language that describes the multiple shapes a protein molecule can take and how and ...

Quantum Âé¶¹ÒùÔºics Oct 7, 2020

Machine learning speeds up quantum chemistry calculations

Quantum chemistry, the study of chemical properties and processes at the quantum scale, has opened many paths to research and discovery in modern chemistry. Without ever handling a beaker or a test tube, chemists can make ...

Molecular & Computational biology Oct 7, 2020

Deep learning enables identification and optimization of RNA-based tools for myriad applications

DNA and RNA have been compared to "instruction manuals" containing the information needed for living "machines" to operate. But while electronic machines like computers and robots are designed from the ground up to serve ...

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