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Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics
As materials researchers increasingly embrace machine-learning (ML) methods, it is natural
to wonder what lessons can be learned from other fields undergoing similar developments …
to wonder what lessons can be learned from other fields undergoing similar developments …
Quantum simulation
Simulating quantum mechanics is known to be a difficult computational problem, especially
when dealing with large systems. However, this difficulty may be overcome by using some …
when dealing with large systems. However, this difficulty may be overcome by using some …
Quantum-centric supercomputing for materials science: A perspective on challenges and future directions
Computational models are an essential tool for the design, characterization, and discovery
of novel materials. Computationally hard tasks in materials science stretch the limits of …
of novel materials. Computationally hard tasks in materials science stretch the limits of …
Van der Waals heterostructures
Research on graphene and other two-dimensional atomic crystals is intense and is likely to
remain one of the leading topics in condensed matter physics and materials science for …
remain one of the leading topics in condensed matter physics and materials science for …
Topological semimetal and Fermi-arc surface states in the electronic structure of pyrochlore iridates
We investigate novel phases that emerge from the interplay of electron correlations and
strong spin-orbit interactions. We focus on describing the topological semimetal, a three …
strong spin-orbit interactions. We focus on describing the topological semimetal, a three …
Control of the metal–insulator transition in vanadium dioxide by modifying orbital occupancy
External control of the conductivity of correlated oxides is one of the most promising
schemes for realizing energy-efficient electronic devices. Vanadium dioxide (VO2), an …
schemes for realizing energy-efficient electronic devices. Vanadium dioxide (VO2), an …
Do** a Mott insulator: Physics of high-temperature superconductivity
This article reviews the physics of high-temperature superconductors from the point of view
of the do** of a Mott insulator. The basic electronic structure of cuprates is reviewed …
of the do** of a Mott insulator. The basic electronic structure of cuprates is reviewed …
Angle-resolved photoemission studies of the cuprate superconductors
The last decade witnessed significant progress in angle-resolved photoemission
spectroscopy (ARPES) and its applications. Today, ARPES experiments with 2-meV energy …
spectroscopy (ARPES) and its applications. Today, ARPES experiments with 2-meV energy …
Unconventional superconductivity
'Conventional'superconductivity, as used in this review, refers to electron–phonon-coupled
superconducting electron pairs described by BCS theory. Unconventional superconductivity …
superconducting electron pairs described by BCS theory. Unconventional superconductivity …
A broadband superconducting detector suitable for use in large arrays
PK Day, HG LeDuc, BA Mazin, A Vayonakis… - Nature, 2003 - nature.com
Cryogenic detectors are extremely sensitive and have a wide variety of applications,,(
particularly in astronomy,,,,), but are difficult to integrate into large arrays like a modern CCD …
particularly in astronomy,,,,), but are difficult to integrate into large arrays like a modern CCD …