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Search results for machine learning architecture

Materials Science Jul 21, 2022

Deep learning for new alloys

When is something more than just the sum of its parts? Alloys show such synergy. Steel, for instance, revolutionized industry by taking iron, adding a little carbon and making an alloy much stronger than either of its components.

Ecology Jun 9, 2022

Scientists compile an inventory of endangered microorganisms in cryospheric ecosystems

Cryospheric ecosystems are some of the oldest on the planet. EPFL scientists have found that the microorganisms living in them have a unique genetic signature. They performed an inventory of the microorganisms in these ecosystems ...

Agriculture Jun 7, 2022

Machine learning helps determine health of soybean fields

Using a combination of drones and machine learning techniques, researchers from The Ohio State University have recently developed a novel method for determining crop health and used it to create a new tool that may aid future ...

Biochemistry Jun 6, 2022

New polymer property could boost accessible solar power

Lightweight as a window cling and replicable as a newspaper, organic solar cells are emerging as a viable solution for the nation's growing energy demand.

Optics & Photonics May 26, 2022

All-optical computation of a group of transformations using a polarization-encoded diffractive network

Implementing large-scale linear transformations or matrix computations plays a pivotal role in modern information processing systems. Digital computer systems need to complete up to billions of matrix operations per second ...

Cell & Microbiology May 20, 2022

Deep visual proteomics technology provides cell-specific, protein-based information to analyze cancer

How does cancer arise? How does cellular composition influence tumor malignancy? These questions are profound and challenging to answer, but are crucial to understand the disease and find the right cure. Now, a German-Danish ...

Quantum Âé¶¹ÒùÔºics May 19, 2022

Laser annealing transmon qubits for high-performance superconducting quantum processors

Quantum physicists aim to scale the number of qubits during quantum computing, while maintaining high-fidelity quantum gates; this is a challenging task due to the precise frequency requirements that accompany the process. ...

Materials Science May 11, 2022

Light-emitting electrochemical cells for recyclable lighting

A low-cost and easy-to-manufacture lighting technology can be made with light-emitting electrochemical cells. Such cells are thin-film electronic and ionic devices that generate light after a low voltage is applied. Researchers ...

Optics & Photonics May 6, 2022

LOEN: Lensless opto-electronic neural network empowered machine vision

In recent years, advancements in the immense processing ability and parallelism of modern graphics processing units (GPUs) has generated the rapid development of deep learning based on convolutional neural networks (CNN), ...

Optics & Photonics Apr 28, 2022

'Lensless' imaging through advanced machine learning for next generation image sensing solutions

A camera usually requires a lens system to capture a focused image, and the lensed camera has been the dominant imaging solution for centuries. A lensed camera requires a complex lens system to achieve high-quality, bright, ...

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