27 research outputs found
Theory of Low-Mass Stars and Substellar Objects
Since the discovery of the first bona-fide brown dwarfs and extra-solar
planets in 1995, the field of low mass stars and substellar objects has
considerably progressed, both from theoretical and observational
viewpoints.Recent developments in the physics entering the modeling of these
objects have led to significant improvements in the theory and to a better
understanding of their mechanical and thermal properties. This theory can now
be confronted with observations directly in various observational diagrams
(color-color, color-magnitude, mass-magnitude, mass-spectral type), a stringent
and unavoidable constraint which became possible only recently, with the
generation of synthetic spectra. In this paper, we present the current
state-of-the-art general theory of low-mass stars and sub-stellar objects, from
one solar mass to one Jupiter mass, regarding primarily their interior
structure and evolution. This review is a natural complement to the previous
review on the atmosphere of low-mass stars and brown dwarfs (Allard et al
1997). Special attention is devoted to the comparison of the theory with
various available observations. The contribution of low-mass stellar and
sub-stellar objects to the Galactic mass budget is also analysed.Comment: 81 pages, Latex file, uses aasms4.sty, review for Annual Review of
Astronomy and Astrophysics, vol. 38 (2000
Optical and infrared flares from a transient Galactic soft gamma-ray repeater
Soft gamma-ray repeaters (SGRs) are a rare type of gamma-ray transient
sources that are ocasionally detected as bursts in the high-energy sky. They
are thought to be produced by magnetars, young neutron stars with very strong
magnetic fields of the order of 10^(14-15) G. Only three such objects are known
in our Galaxy, and a fourth one is associated with the supernova remnant N49 in
the Large Magellanic Cloud. In none of these cases has an optical counterpart
to either the gamma-ray flares or the quiescent source been identified. Here we
present multi-wavelength observations of a puzzling source, SWIFT
J195509+261406, for which we detected more than 40 flaring episodes in the
optical band over a time span of 3 days, plus a faint infrared flare 11 days
later, after which it returned to quiescence. We propose that SWIFT
J195509+261406 is a member of a subgroup of SGRs for which the long-term X-ray
emission is transient in nature. Furthermore, it is the first SGR for which
bursts have been detected in the optical and near-infrared bands and maybe the
link between the "persistent" SGRs and the dim isolated neutron stars.Comment: Version submitted to Nature on 31 Jan 2008. A substantially revised
version of this work has been published in Nature, vol. 455 issue 7212 pp
506-509 under the title "Flares from a Galactic magnetar suggest a missing
link to dim isolated neutron stars
Relational learning re-examined
We argue that existing learning algorithms are often poorly equipped to solve problems involving a certain type of important and widespread regularity that we call ''type-2 regularity''. The solution in these cases is to trade achieved representation against computational search. We investigate several ways in which such a trade-off may be pursued including simple incremental learning, modular connectionism, and the developmental hypothesis of ''representational redescription''