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

729 citations

Showing 2018Show all

59 papers · 1 filter

cs.NI2018

On-Demand Video Dispatch Networks: A Scalable End-to-End Learning Approach

Damao Yang, Sihan Peng, He Huang +1

We design a dispatch system to improve the peak service quality of video on demand (VOD). Our system predicts the hot videos during the peak hours of the next day based on the hist…

math.PR2018★ 3 cited

Invariance principles for random walks in random environment on trees

George Andriopoulos

In arXiv:1609.05666v1 [math.PR] a functional limit theorem was proved. It states that symmetric processes associated with resistance metric measure spaces converge when the underly…

math.AP2018★ 8 cited

Meissner States of Type II Superconductors

Xing-Bin Pan

This paper concerns mathematical theory of Meissner states of a bulk superconductor of type , which occupies a bounded domain in and is subjected to an applied…

hep-th2018★ 8 cited

Flux unwinding in the lattice Schwinger model

Chris Nagele, J. Eduardo Cejudo, Tim Byrnes +1

We study the dynamics of the massive Schwinger model on a lattice using exact diagonalization. When periodic boundary conditions are imposed, analytic arguments indicate that a non…

math.PR2018★ 8 cited

Three-speed ballistic annihilation: phase transition and universality

John Haslegrave, Vladas Sidoravicius, Laurent Tournier

We consider ballistic annihilation, a model for chemical reactions first introduced in the 1980's physics literature. In this particle system, initial locations are given by a rene…

cs.SD2018★ 30 cited

The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation

Ke Chen, Weilin Zhang, Shlomo Dubnov +2

With recent breakthroughs in artificial neural networks, deep generative models have become one of the leading techniques for computational creativity. Despite very promising progr…

math.AP2018★ 2 cited

Global Well-posedness of the Two Dimensional Beris-Edwards System with General Laudau-de Gennes Free Energy

Yuning Liu, Hao Wu, Xiang Xu

In this paper, we consider the Beris-Edwards system for incompressible nematic liquid crystal flows. The system under investigation consists of the Navier-Stokes equations for the…

quant-ph2018★ 46 cited

Conclusive Precision Bounds for SU(1,1) Interferometers

Chenglong You, Sushovit Adhikari, Xiaoping Ma +3

In this paper, we revisit the quantum Fisher information (QFI) calculation in SU(1,1) interferometer considering different phase configurations. When one of the input modes is a va…

math.PR2018★ 2 cited

Convergence of blanket times for sequences of random walks on critical random graphs

George Andriopoulos

Under the assumption that sequences of graphs equipped with resistances, associated measures, walks and local times converge in a suitable Gromov-Hausdorff topology, we establish a…

math.PR2018

Sharp convergence of nonlinear functionals of a class of Gaussian random fields

Weijun Xu

We present a self-contained proof of a uniform bound on multi-point correlations of trigonometric functions of a class of Gaussian random fields. It corresponds to a special case o…

quant-ph2018★ 74 cited

Entanglement-enhanced optical gyroscope

Matthias Fink, Fabian Steinlechner, Johannes Handsteiner +3

Fiber optic gyroscopes (FOG) based on the Sagnac effect are a valuable tool in sensing and navigation and enable accurate measurements in applications ranging from spacecraft and a…

math.PR2018★ 8 cited

Nonhomogeneous Euclidean first-passage percolation and distance learning

Pablo Groisman, Matthieu Jonckheere, Facundo Sapienza

Consider an i.i.d. sample from an unknown density function supported on an unknown manifold embedded in a high dimensional Euclidean space. We tackle the problem of learning a dist…

math.RA2018★ 10 cited

Combinatorial solutions to the reflection equation

Agata Smoktunowicz, Leandro Vendramin, Robert Weston

We use ring-theoretic methods and methods from the theory of skew braces to produce set-theoretic solutions to the reflection equation. We also use set-theoretic solutions to const…

quant-ph2018★ 18 cited

Deterministic generation of hybrid high-N00N states with Rydberg ions trapped in microwave cavities

Naeimeh Mohseni, Shahpoor Saeidian, Jonathan P. Dowling +1

Trapped ions are among the most promising platforms for quantum technologies. They are at the heart of the most precise clocks and sensors developed to date, which exploit the quan…

physics.atom-ph2018★ 5 cited

Phase diffusion in trapped-atom interferometers

Valentin Ivannikov, Andrei I. Sidorov

We evaluate the performance and phase diffusion of trapped Rb atoms in an atom-chip sensor with Ramsey interferometry and Hahn's spin echo in the time and phase domains. We…

math.PR2018★ 9 cited

Sensitivity of the frog model to initial conditions

Tobias Johnson, Leonardo T. Rolla

The frog model is an interacting particle system on a graph. Active particles perform independent simple random walks, while sleeping particles remain inert until visited by an act…

math.PR2018

The ballistic annihilation threshold is 1/4

Vladas Sidoravicius, Laurent Tournier

We consider a system of annihilating particles where particles start from the points of a Poisson process on the line, move at constant i.i.d. speeds symmetrically distributed in {…

quant-ph2018★ 45 cited

Split spin-squeezed Bose-Einstein Condensates

Yumang Jing, Matteo Fadel, Valentin Ivannikov +1

We investigate and model the behaviour of split spin-squeezed Bose-Einstein condensates (BECs) system. In such a system, a spin-polarized BEC is first squeezed using a …

q-bio.PE2018★ 5 cited

Non-equilibrium time dynamics of genetic evolution

Hamid-Reza Rastegar-Sedehi, Chandrashekar Radhakrishnan, Samer Intissar Nehme +3

Biological systems are typically highly open, non-equilibrium systems that are very challenging to understand from a statistical mechanics perspective. While statistical treatments…

cs.CL2018

Top-Down Tree Structured Text Generation

Qipeng Guo, Xipeng Qiu, Xiangyang Xue +1

Text generation is a fundamental building block in natural language processing tasks. Existing sequential models performs autoregression directly over the text sequence and have di…

cs.SE2018★ 51 cited

Efficiently Manifesting Asynchronous Programming Errors in Android Apps

Lingling Fan, Ting Su, Sen Chen +4

Android, the #1 mobile app framework, enforces the single-GUI-thread model, in which a single UI thread manages GUI rendering and event dispatching. Due to this model, it is vital…

math.PR2018★ 5 cited

Random tree recursions: which fixed points correspond to tangible sets of trees?

Tobias Johnson, Moumanti Podder, Fiona Skerman

Let be the set of rooted trees containing an infinite binary subtree starting at the root. This set satisfies the metaproperty that a tree belongs to it if and only i…

math.PR2018★ 19 cited

Bounding flows for spherical spin glass dynamics

Gerard Ben Arous, Reza Gheissari, Aukosh Jagannath

We introduce a new approach to studying spherical spin glass dynamics based on differential inequalities for one-time observables. Using this approach, we obtain an approximate pha…

math.AP2018★ 1 cited

Global well-posedness for the mass-critical stochastic nonlinear Schrödinger equation on : general data

Chenjie Fan, Weijun Xu

We continue our study for the stochastic defocusing mass crtical nonlinear Schrödinger equation with conservative multiplicative noise, and show that it is globally well-posed for…