output
20112026
most citedBy-passing the Kohn-Sham equations with machine learning

729 citations

Showing 2019Show all

50 papers · 1 filter

cond-mat.quant-gas2019★ 3 cited

Cooper pair polaritons in cold fermionic atoms within a cavity

Amaury Dodel, Alexander Pikovski, Igor Ermakov +4

We formulate a Bardeen-Cooper-Schriffer (BCS) theory of quasiparticles in a degenerate Fermi gas strongly coupled to photons in a optical cavity. The elementary photonic excitation…

quant-ph2019★ 84 cited

Spooky action at a global distance: analysis of space-based entanglement distribution for the quantum internet

Sumeet Khatri, Anthony J. Brady, Renée A. Desporte +2

Recent experimental breakthroughs in satellite quantum communications have opened up the possibility of creating a global quantum internet using satellite links. This approach appe…

math.PR2019★ 7 cited

An asymptotic radius of convergence for the Loewner equation and simulation of traces via splitting

James Foster, Terry Lyons, Vlad Margarint

In this paper, we shall study the convergence of Taylor approximations for the backward Loewner differential equation (driven by Brownian motion) near the origin. More concretely,…

physics.chem-ph2019★ 310 cited

Neural Network Based in Silico Simulation of Combustion Reactions

Jinzhe Zeng, Liqun Cao, Mingyuan Xu +2

Understanding and prediction of the chemical reactions are fundamental demanding in the study of many complex chemical systems. Reactive molecular dynamics (MD) simulation has been…

cond-mat.mtrl-sci2019★ 49 cited

Gate tunable optical absorption and band structure of twisted bilayer graphene

Kwangnam Yu, Van Luan Nguyen, Tae Soo Kim +5

We report the infrared transmission measurement on electrically gated twisted bilayer graphene. The optical absorption spectrum clearly manifests the dramatic changes such as the s…

cond-mat.str-el2019★ 140 cited

A substantial hybridization between correlated Ni-d orbital and itinerant electrons in infinite-layer nickelates

Yuhao Gu, Sichen Zhu, Xiaoxuan Wang +2

The discovery of unconventional superconductivity in hole doped NdNiO2, similar to CaCuO2, has received enormous attention. However, different from CaCuO2, RNiO2 (R = Nd, La) has i…

cond-mat.stat-mech2019★ 1 cited

Nature vs. Nurture: Dynamical Evolution in Disordered Ising Ferromagnets

Lily Z. Wang, Reza Gheissari, Charles M. Newman +1

We study the predictability of zero-temperature Glauber dynamics in various models of disordered ferromagnets. This is analyzed using two independent dynamical realizations with th…

math.PR2019★ 2 cited

A Gaussian process related to the mass spectrum of the near-critical Ising model

Federico Camia, Jianping Jiang, Charles M. Newman

Let with denote the near-critical scaling limit of the planar Ising magnetization field. We take the limit of as the spatial coordinate scales to infin…

cs.LG2019★ 31 cited

BAIL: Best-Action Imitation Learning for Batch Deep Reinforcement Learning

Xinyue Chen, Zijian Zhou, Zheng Wang +3

There has recently been a surge in research in batch Deep Reinforcement Learning (DRL), which aims for learning a high-performing policy from a given dataset without additional int…

math.PR2019★ 4 cited

Inverting the Ray-Knight identity on the line

Titus Lupu, Christophe Sabot, Pierre Tarrès

Using a divergent Bass-Burdzy flow we construct a self-repelling one-dimensional diffusion. Heuristically, it can be interpreted as a solution to an SDE with a singular drift invol…

nlin.PS2019★ 4 cited

Solitonic fixed point attractors in the complex Ginzburg-Landau equation for associative memories

A. N. Pyrkov, T. Byrnes, V. V. Cherny

It was recently shown [V.V. Cherny, T. Byrnes, A.N. Pyrkov, \textit{Adv. Quantum Technol.} \textbf{2019} \textit{2}, 1800087] that the nonlinear Schrodinger equation with a simplif…

quant-ph2019★ 3 cited

Super-quantum discord in ferromagnetic and antiferromagnetic materials

A. V. Fedorova, T. Byrnes, A. N. Pyrkov

Super-quantum discord is an extension of the quantum discord concept where weak measurements are made instead of projective measurements. We study the temperature behavior of the s…

physics.flu-dyn2019★ 10 cited

Streaming controlled by meniscus shape

Y. Huang, C. P. Wolfe, J. Zhang +1

Surface waves called meniscus waves often appear in the systems that are close to the capillary length scale. Since the meniscus shape determines the form of the meniscus waves, th…

quant-ph2019★ 17 cited

Error suppression in adiabatic quantum computing with qubit ensembles

Naeimeh Mohseni, Marek Narozniak, Alexey N. Pyrkov +3

Incorporating protection against quantum errors into adiabatic quantum computing (AQC) is an important task due to the inevitable presence of decoherence. Here we investigate an er…

math.PR2019

Large and moderate deviations for record numbers in some non-nearest neighbor random walks

Yuqiang Li, Qiang Yao

The deviation principles of record numbers in random walk models have not been completely investigated, especially for the non-nearest neighbor cases. In this paper, we derive the…

quant-ph2019★ 10 cited

Characterizing coherence with quantum observables

Suman Mandal, Marek Narozniak, Chandrashekar Radhakrishnan +3

We introduce a procedure based on quantum expectation values of measurement observables to characterize quantum coherence. Our measure allows one to quantify coherence without havi…

quant-ph2019★ 61 cited

A multipartite generalization of quantum discord

Chandrashekar Radhakrishnan, Mathieu Lauriere, Tim Byrnes

A generalization of quantum discord to multipartite systems is proposed. A key feature of our formulation is its consistency with the conventional definition of discord in bipartit…

cond-mat.mes-hall2019★ 427 cited

Mapping the twist angle and unconventional Landau levels in magic angle graphene

Aviram Uri, Sameer Grover, Yuan Cao +10

The emergence of flat electronic bands and of the recently discovered strongly correlated and superconducting phases in twisted bilayer graphene crucially depends on the interlayer…

cond-mat.mtrl-sci2019★ 9 cited

The complex non-collinear magnetic orderings in Ba2YOsO6: A new approach to tuning spin-lattice interactions and controlling magnetic orderings in frustrated complex oxides

Yue-Wen Fang, Ruihan Yang, Hanghui Chen

Frustrated magnets are one class of fascinating materials that host many intriguing phases such as spin ice, spin liquid and complex long-range magnetic orderings at low temperatur…

eess.IV2019

Identification of relevant diffusion MRI metrics impacting cognitive functions using a novel feature selection method

Tongda Xu, Xiyan Cai, Yao Wang +6

Mild Traumatic Brain Injury (mTBI) is a significant public health problem. The most troubling symptoms after mTBI are cognitive complaints. Studies show measurable differences betw…

cs.DS2019★ 1 cited

Data Structures Meet Cryptography: 3SUM with Preprocessing

Alexander Golovnev, Siyao Guo, Thibaut Horel +2

This paper shows several connections between data structure problems and cryptography against preprocessing attacks. Our results span data structure upper bounds, cryptographic app…

cond-mat.mes-hall2019★ 37 cited

Observation of drastic electronic structure change in one-dimensional moiré crystals

Sihan Zhao, Pilkyung Moon, Yuhei Miyauchi +3

We report the first experimental observation of strong coupling effect in one-dimensional moiré crystals. We study one-dimensional double-wall carbon nanotubes (DWCNTs) in which va…

math.PR2019

Tumor growth, -positivity, Multitype branching and Quasistationarity

Analía Ferrari, Pablo Groisman, Krishnamurthi Ravishankar

Motivated by tumor growth models we establish conditions for the positivity of Markov processes and positive matrices. We then apply them to obtain the asymptotic behavior of t…

cond-mat.soft2019★ 62 cited

Relating microswimmer synthesis to rheotactic tunability

Quentin Brosseau, Florencio Balboa Usabiaga, Enkeleida Lushi +5

We explore the behavior of micron-scale autophoretic Janus (Au/Pt) rods, having various Au/Pt length ratios, swimming near a wall in an imposed background flow. We find that their…