Machine learning provides a shortcut to simulate interactions in materials for solar energy harvesting
Scientists are using machine learning to speed up development of materials that can harness energy from sunlight.
Scientists are using machine learning to speed up development of materials that can harness energy from sunlight.
Materials Science
Aug 2, 2021
0
181
Hydrogen will be needed in large quantities as an energy carrier and raw material in the energy system of the future. To achieve this, however, hydrogen must be produced in a climate-neutral way, for example through so-called ...
Materials Science
Apr 19, 2021
2
86
Research conducted in the Light-Matter Interactions for Quantum Technologies Unit at the Okinawa Institute of Science and Technology Graduate University (OIST) has revealed the presence of small microplastics in the ocean ...
Environment
Dec 24, 2020
5
92
A team of physicists from the University of Konstanz and Ludwig-Maximilians-Universität München in Germany have achieved attosecond time resolution in a transmission electron microscope by combining it with a continuous-wave ...
Optics & Photonics
Nov 11, 2020
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835
Diffractive deep neural network is an optical machine learning framework that blends deep learning with optical diffraction and light-matter interaction to engineer diffractive surfaces that collectively perform optical computation ...
Optics & Photonics
Dec 2, 2019
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439
An international team of physicists from the Mandelstam Institute for Theoretical Physics at Wits University and the Institut Néel in Grenoble, France, has created a tiny superconducting circuit that mimics the quantum mechanical ...
Optics & Photonics
Apr 2, 2019
1
448
X-rays interact weakly with matter. This is their greatest strength for many applications, but also a fundamental weakness for others. In particular the fields of nonlinear optics and quantum optics, mainstays for both fundamental ...
Optics & Photonics
Oct 26, 2017
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7
Control of light-matter interaction is central to fundamental phenomena and technologies such as photosynthesis, lasers, LEDs and solar cells. City College of New York researchers have now demonstrated a new class of artificial ...
Optics & Photonics
May 5, 2017
4
849
Scientists from Ghent University and imec announce today that they demonstrated interaction between light and sound in a nanoscale area. Their findings elucidate the physics of light-matter coupling at these scales – and ...
Optics & Photonics
Feb 17, 2015
0
70
(Phys.org) —When we look into the distant cosmos, the great majority of the objects we see are galaxies: immense gatherings of stars, planets, gas, dust, and dark matter, showing up in all kind of shapes. This Hubble picture ...
Astronomy
May 13, 2013
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0