output
20032026
most citedRecent Advances and Applications of Deep Learning Methods in Materials Science

1.2k citations

Showing 2019Show all

9 papers · 1 filter

astro-ph.HE2019★ 14 cited

Accretion-induced collapse to third family compact stars as trigger for eccentric orbits of millisecond pulsars in binaries

David Edwin Alvarez-Castillo, John Antoniadis, Alexander Ayriyan +5

A numerical rotating neutron star solver is used to study the temporal evolution of accreting neutron stars using a multi-polytrope model for the nuclear equation of state named AC…

hep-ph2019★ 23 cited

Electron-Positron Annihilation Freeze-Out in the Early Universe

Luke C. Thomas, Ted Dezen, Evan B. Grohs +1

Electron-positron annihilation largely occurs in local thermal and chemical equilibrium after the neutrinos fall out of thermal equilibrium and during the Big Bang Nucleosynthesis…

astro-ph.HE2019★ 1 cited

Effects of Strong Photospheric Dissipation on the Spectra and Structure of Accretion Disks with Non-zero Inner Torque

Theodore Dezen, Noah Egger, Lwendo Mwansa

We present numerical calculations of spectra and structure of accretion disks models appropriate for near-Eddington luminosity black hole X-ray binaries (BHB). Our work incorporate…

cond-mat.soft2019★ 36 cited

Unexpected entanglement dynamics in semidilute blends of supercoiled and ring DNA

Karthik R. Peddireddy, Megan Lee, Yuecheng Zhou +4

Blends of polymers of different topologies, such as ring and supercoiled, naturally occur in biology and often exhibit emergent viscoelastic properties coveted in industry. However…

math.OC2019

Data-driven ambiguity sets with probabilistic guarantees for dynamic processes

Dimitris Boskos, Jorge Cortés, Sonia Martínez

Distributional ambiguity sets provide quantifiable ways to characterize the uncertainty about the true probability distribution of random variables of interest. This makes them a k…

cs.RO2019★ 2 cited

Fuzzy Knowledge-Based Architecture for Learning and Interaction in Social Robots

Mehdi Ghayoumi, Maryam Pourebadi

In this paper, we introduce an extension of our presented cognitive-based emotion model [27][28]and [30], where we enhance our knowledge-based emotion unit of the architecture by e…