For the first time, computer scientists and mathematicians have used artificial intelligence to help prove or suggest new mathematical theorems in the complex fields of knot theory and representation theory.
Mathematics
Dec 1, 2021
6
2499
Extracting metals from oxides at high temperatures is essential not only for producing metals such as steel but also for recycling. Because current extraction processes are very carbon-intensive, emitting large quantities ...
Materials Science
Dec 1, 2021
0
283
Three RIKEN theoretical physicists have used neural networks to investigate the way atoms and electrons interact with each other at finite temperatures. This knowledge will help inform the development of future quantum technologies ...
Quantum Physics
Nov 1, 2021
0
238
Convolutional neural networks running on quantum computers have generated significant buzz for their potential to analyze quantum data better than classical computers can. While a fundamental solvability problem known as ...
General Physics
Oct 18, 2021
1
3135
Researchers led by the Institute of Scientific and Industrial Research (SANKEN) at Osaka University have trained a deep neural network to correctly determine the output state of quantum bits, despite environmental noise. ...
Quantum Physics
Oct 18, 2021
0
110
A scientist at Karolinska Institutet reports that machine learning can be used to gain insights into molecular events that change the shape of proteins after they are made, regulating their ability to interact with each other. ...
Molecular & Computational biology
Oct 7, 2021
0
19
Different forms of linear transformations, such as the Fourier transform, are widely employed in processing of information in various applications. These transformations are generally implemented in the digital domain using ...
Optics & Photonics
Sep 24, 2021
2
150
From movie suggestions to self-driving vehicles, machine learning has revolutionized modern life. Experts are now using it to help solve one of humanity's biggest problems: climate change.
Earth Sciences
Aug 18, 2021
0
98
Can something as simple as shape fully determine whether or not proteins will bind together? Scientists are commissioning supercomputers to find out.
Soft Matter
Aug 16, 2021
0
424
Scientists are using machine learning to speed up development of materials that can harness energy from sunlight.
Materials Science
Aug 2, 2021
0
181
