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20082025
most citedFast and Accurate Modeling of Molecular Atomization Energies with Machine Learning

2.4k citations

Showing 2013Show all

13 papers · 1 filter

hep-ph2013★ 37 cited

Two-Color Theory with Novel Infrared Behavior

T. Appelquist, R. C. Brower, M. I. Buchoff +13

Using lattice simulations, we study the infrared behavior of a particularly interesting SU(2) gauge theory, with six massless Dirac fermions in the fundamental representation. We c…

astro-ph.CO2013★ 103 cited

Cosmic Emulation: Fast Predictions for the Galaxy Power Spectrum

Juliana Kwan, Katrin Heitmann, Salman Habib +4

The halo occupation distribution (HOD) approach has proven to be an effective method for modeling galaxy clustering and bias. In this approach, galaxies of a given type are probabi…

nucl-th2013★ 24 cited

Neutral current interactions of low-energy neutrinos in dense neutron matter

Alessandro Lovato, Omar Benhar, Stefano Gandolfi +1

We report the results of a calculation of the response of cold neutron matter to neutral-current interactions with low energy neutrinos, carried out using an effective interaction…

astro-ph.HE2013★ 46 cited

Three-dimensional Simulations of Pure Deflagration Models for Thermonuclear Supernovae

Min Long, George C. Jordan, Daniel R. van Rossum +6

We present a systematic study of the pure deflagration model of Type Ia supernovae using three-dimensional, high-resolution, full-star hydrodynamical simulations, nucleosynthetic y…

physics.chem-ph2013

Fourier series of atomic radial distribution functions: A molecular fingerprint for machine learning models of quantum chemical properties

O. Anatole von Lilienfeld, Raghunathan Ramakrishnan, Matthias Rupp +1

We introduce a fingerprint representation of molecules based on a Fourier series of atomic radial distribution functions. This fingerprint is unique (except for chirality), continu…

hep-lat2013★ 118 cited

Rare decay B -> K ll form factors from lattice QCD

Chris Bouchard, G. Peter Lepage, Christopher Monahan +2

We calculate, for the first time using unquenched lattice QCD, form factors for the rare decay B -> Kll in and beyond the Standard Model. Our lattice QCD calculation utilizes a non…