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Physics - Learning Governing Equations and Control Parameters from Data

Using a few measurements of a pattern-forming system, a new machine-learning algorithm can determine the system’s governing equations and their parameters in a form that is interpretable by scientists. ....

United States , New York , Dina Genkina , J Nathan Kutz , David Bortz , University Of Washington , Quantum Institute , University Of Colorado Boulder , Research News , Governing Equations , Control Parameters , Colorado Boulder , Joint Quantum Institute ,

Nanotechnology Now - Press Release: Unconventional superconductor acts the part of a promising quantum computing platform: If it looks like a duck, swims like a duck and quacks like a duck, then it probably is a duck.


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Home > Press > Unconventional superconductor acts the part of a promising quantum computing platform: If it looks like a duck, swims like a duck and quacks like a duck, then it probably is a duck.
Crystals of a promising topological superconductor grown by researchers at the University of Maryland s Quantum Materials Center.
CREDIT
(Credit: Sheng Ran/NIST).
Abstract:
Scientists on the hunt for an unconventional kind of superconductor have produced the most compelling evidence to date that they ve found one. In a pair of papers, researchers at the University of Maryland s (UMD) Quantum Materials Center (QMC) and colleagues have shown that uranium ditelluride (or UTe2 for short) displays many of the hallmarks of a topological superconductor a material that may unlock new ways to build quantum computers and other futuristic devices. ....

College Park , United States , Jian Zhang , Danielf Agterberg , Johnpierre Paglione , Ianm Hayes , Nicholas Butch , Seokjin Bae , Chris Cesare , Wesleyt Fuhrman , Hyun Soo Kim , Dina Genkina , Tristin Metz , Nature Communications , University Of Maryland , Quantum Materials Center , Geballe Laboratory For Advanced Materials , National Institute Of Standards , Texas Tech University , Wave Inc , Aharon Kapitulnik At Stanford University , University Of Illinois Urbana , University Of Wisconsin , Home Press Unconventional , Stanford University , Washington University In St ,