Category Physics

Neural Networks allow Classic Painting Styles to be applied to Modern Video

Neural networks allow classic painting styles to be applied to modern video

Scene from Ice Age (2002) processed in the style of The Starry Night. Comparing independent per-frame processing to our time consistent approach, the latter is clearly preferable. Credit: Manuel Ruder, et al.

3 researchers at the University of Freiburg has taken the science of using neural networks to understand the style of paintings done by human hands and applying it to modern photographs, one step further, by applying it to video.

Imagine if you could film a friend with your phone, as he wanders aimlessly down a road on the edges of a quaint village, then use an app to make it look like your friend was wandering through a Starry Night painting, by Vincent Van Gough? It appears the day may be coming when amateur and professional video/movie makers alike may be able to do such things wit...

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Researchers unleash Graphene ‘Tiger’ for more Efficient Optoelectronics

Image of one of the graphene-based devices Xu and colleagues worked with. Credit: Lei Wang

Image of one of the graphene-based devices Xu and colleagues worked with. Credit: Lei Wang

In traditional light-harvesting methods, energy from 1 photon only excites 1 electron or none depending on the absorber’s energy gap. The remaining energy is lost as heat. But a new article describe an approach to coax photons into stimulating multiple electrons. Their method exploits some surprising quantum-level interactions to give one photon multiple potential electron partners.

Wu and Xu in UW’s Dept of Materials Science & Engineering and the Det of Physics, made this surprising discovery using graphene.
The researchers took a single atom layer of graphene and sandwiched it between 2 thin layers of boron-nitride. Electrons do not flow easily within boron-nitride so it is an insulator.

When the g...

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‘Nanocavity’ may improve Ultrathin Solar Panels, Video Cameras and more

This is an optical nanocavity made, from top to bottom, of molybdenum disulfide (MoS2), aluminum oxide and aluminum. Credit: University at Buffalo

This is an optical nanocavity made, from top to bottom, of molybdenum disulfide (MoS2), aluminum oxide and aluminum. Credit: University at Buffalo

The future of movies and manufacturing may be in 3D, but electronics and photonics are going 2D semiconducting materials. One of the latest advancements centers on molybdenum disulfide (MoS2), while commonly used in lubricants and steel alloys, is still being explored inoptoelectronics. Recently, engineers placed a single layer of MoS2 molecules on top of a photonic structure called an optical nanocavity made of aluminum oxide and aluminum. (A nanocavity is an arrangement of mirrors that allows beams of light to circulate in closed paths which build things like lasers and optical fibers used for communications.)

The MoS2 nanocavity can increase ...

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Technique makes Holograms highly Efficient, Secure

Holograms projected on a white screen while changing the wavelength of light from blue to red. (Image courtesy of the Capasso Lab)

Holograms projected on a white screen while changing the wavelength of light from blue to red. (Image courtesy of the Capasso Lab)

Nanotechnology improves holographic capabilities by encoding light polarization. Holograms are a ubiquitous part of our lives. They are in our wallets — protecting credit cards, cash and driver’s licenses from fraud — in grocery store scanners and biomedical devices. Even though holographic technology has been around for decades, researchers still struggle to make compact holograms more efficient, complex and secure.

Researchers at the Harvard John A. Paulson School of Engineering and Applied Sciences have programmed polarization into compact holograms...

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