Towards a radially resolved semi-analytic model for the evolution of disc galaxies tuned with machine learning
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Towards a radially resolved semi-analytic model for the evolution of disc galaxies tuned with machine learning
Authors
Keywords
-
Journal
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 487, Issue 3, Pages 3581-3606
Publisher
Oxford University Press (OUP)
Online
2019-06-08
DOI
10.1093/mnras/stz1473
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Numerical calibration of the HCN–star formation correlation
- (2018) Adam Onus et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- A unified model for galactic discs: star formation, turbulence driving, and mass transport
- (2018) Mark R Krumholz et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Compression of turbulent magnetized gas in giant molecular clouds
- (2017) Yuval Birnboim et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Simulating galaxy formation with the IllustrisTNG model
- (2017) Annalisa Pillepich et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The nature of massive transition galaxies in CANDELS, GAMA and cosmological simulations
- (2017) Viraj Pandya et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The rate and latency of star formation in dense, massive clumps in the Milky Way
- (2016) M. Heyer et al. ASTRONOMY & ASTROPHYSICS
- Properties of dark matter haloes as a function of local environment density
- (2016) Christoph T. Lee et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Instability of supersonic cold streams feeding galaxies – I. Linear Kelvin–Helmholtz instability with body modes
- (2016) Nir Mandelker et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- What powers the starburst activity of NGC 1068? Star-driven gravitational instabilities caught in the act
- (2016) Alessandro B. Romeo et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- NIHAO VI. The hidden discs of simulated galaxies
- (2016) Aura Obreja et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Sub-mm emission line deep fields: CO and [C ii] luminosity functions out toz= 6
- (2016) Gergö Popping et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Is turbulence in the interstellar medium driven by feedback or gravity? An observational test
- (2016) Mark R. Krumholz et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Building disc structure and galaxy properties through angular momentum: the Dark Sage semi-analytic model
- (2016) Adam R. H. Stevens et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- How to quench a galaxy
- (2016) Andrew Pontzen et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- How stellar feedback simultaneously regulates star formation and drives outflows
- (2016) Christopher C. Hayward et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Organized chaos: scatter in the relation between stellar mass and halo mass in small galaxies
- (2016) Shea Garrison-Kimmel et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Evolution of density profiles in high-zgalaxies: compaction and quenching inside-out
- (2016) Sandro Tacchella et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The rate and latency of star formation in dense, massive clumps in the Milky Way
- (2016) M. Heyer et al. ASTRONOMY & ASTROPHYSICS
- Is main-sequence galaxy star formation controlled by halo mass accretion?
- (2015) Aldo Rodríguez-Puebla et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The impact of feedback on cosmological gas accretion
- (2015) Dylan Nelson et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Non-linear violent disc instability with high Toomre'sQin high-redshift clumpy disc galaxies
- (2015) Shigeki Inoue et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Major mergers going Notts: challenges for modern halo finders
- (2015) Peter Behroozi et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Four phases of angular-momentum buildup in high-z galaxies: from cosmic-web streams through an extended ring to disc and bulge
- (2015) Mark Danovich et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Galaxy formation in the Planck cosmology – I. Matching the observed evolution of star formation rates, colours and stellar masses
- (2015) Bruno M. B. Henriques et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Machine learning and cosmological simulations – I. Semi-analytical models
- (2015) Harshil M. Kamdar et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Limb darkening and exoplanets: testing stellar model atmospheres and identifying biases in transit parameters
- (2015) Néstor Espinoza et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The origin and evolution of the galaxy mass–metallicity relation
- (2015) Xiangcheng Ma et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Gusty, gaseous flows of FIRE: galactic winds in cosmological simulations with explicit stellar feedback
- (2015) Alexander L. Muratov et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Evidence for mature bulges and an inside-out quenching phase 3 billion years after the Big Bang
- (2015) S. Tacchella et al. SCIENCE
- A BUDGET AND ACCOUNTING OF METALS ATz∼ 0: RESULTS FROM THE COS-HALOS SURVEY
- (2014) Molly S. Peeples et al. ASTROPHYSICAL JOURNAL
- ROTATION CURVE OF THE MILKY WAY OUT TO ∼200 kpc
- (2014) Pijushpani Bhattacharjee et al. ASTROPHYSICAL JOURNAL
- BULGE GROWTH AND QUENCHING SINCEz= 2.5 IN CANDELS/3D-HST
- (2014) Philipp Lang et al. ASTROPHYSICAL JOURNAL
- 3D-HST+CANDELS: THE EVOLUTION OF THE GALAXY SIZE-MASS DISTRIBUTION SINCEz= 3
- (2014) A. van der Wel et al. ASTROPHYSICAL JOURNAL
- Formation of disc galaxies in preheated media: a preventative feedback model
- (2014) Yu Lu et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- On the origin of the fundamental metallicity relation and the scatter in galaxy scaling relations
- (2014) John C. Forbes et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Introducing the Illustris Project: simulating the coevolution of dark and visible matter in the Universe
- (2014) Mark Vogelsberger et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The EAGLE project: simulating the evolution and assembly of galaxies and their environments
- (2014) Joop Schaye et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Galaxies on FIRE (Feedback In Realistic Environments): stellar feedback explains cosmologically inefficient star formation
- (2014) Philip F. Hopkins et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Cold dark matter haloes in the Planck era: evolution of structural parameters for Einasto and NFW profiles
- (2014) Aaron A. Dutton et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- AHerschel[C ii] Galactic plane survey
- (2013) J. L. Pineda et al. ASTRONOMY & ASTROPHYSICS
- THE AVERAGE STAR FORMATION HISTORIES OF GALAXIES IN DARK MATTER HALOS FROMz= 0-8
- (2013) Peter S. Behroozi et al. ASTROPHYSICAL JOURNAL
- A LINK BETWEEN STAR FORMATION QUENCHING AND INNER STELLAR MASS DENSITY IN SLOAN DIGITAL SKY SURVEY CENTRAL GALAXIES
- (2013) Jerome J. Fang et al. ASTROPHYSICAL JOURNAL
- THE UNIVERSAL STELLAR MASS-STELLAR METALLICITY RELATION FOR DWARF GALAXIES
- (2013) Evan N. Kirby et al. ASTROPHYSICAL JOURNAL
- THE PSEUDO-EVOLUTION OF HALO MASS
- (2013) Benedikt Diemer et al. ASTROPHYSICAL JOURNAL
- GAS REGULATION OF GALAXIES: THE EVOLUTION OF THE COSMIC SPECIFIC STAR FORMATION RATE, THE METALLICITY-MASS-STAR-FORMATION RATE RELATION, AND THE STELLAR CONTENT OF HALOS
- (2013) Simon J. Lilly et al. ASTROPHYSICAL JOURNAL
- THE SIZE-VIRIAL RADIUS RELATION OF GALAXIES
- (2013) Andrey V. Kravtsov Astrophysical Journal Letters
- THE AGORA HIGH-RESOLUTION GALAXY SIMULATIONS COMPARISON PROJECT
- (2013) Ji-hoon Kim et al. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
- Star formation and metallicity gradients in semi-analytic models of disc galaxy formation
- (2013) Jian Fu et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- A model for cosmological simulations of galaxy formation physics
- (2013) Mark Vogelsberger et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Balance among gravitational instability, star formation and accretion determines the structure and evolution of disc galaxies
- (2013) John C. Forbes et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The dark side of galaxy colour
- (2013) Andrew P. Hearin et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Feedback-regulated star formation in molecular clouds and galactic discs
- (2013) Claude-André Faucher-Giguère et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- How supernova explosions power galactic winds
- (2013) Peter Creasey et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The star formation law in molecule-poor galaxies
- (2013) Mark R. Krumholz MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- emcee: The MCMC Hammer
- (2013) Daniel Foreman-Mackey et al. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC
- A UNIVERSAL NEUTRAL GAS PROFILE FOR NEARBY DISK GALAXIES
- (2012) F. Bigiel et al. ASTROPHYSICAL JOURNAL
- THERMAL-INSTABILITY-DRIVEN TURBULENT MIXING IN GALACTIC DISKS. I. EFFECTIVE MIXING OF METALS
- (2012) Chao-Chin Yang et al. ASTROPHYSICAL JOURNAL
- THE ASSEMBLY HISTORY OF DISK GALAXIES. II. PROBING THE EMERGING TULLY-FISHER RELATION DURING 1
- (2012) Sarah H. Miller et al. ASTROPHYSICAL JOURNAL
- EVOLVING GRAVITATIONALLY UNSTABLE DISKS OVER COSMIC TIME: IMPLICATIONS FOR THICK DISK FORMATION
- (2012) John Forbes et al. ASTROPHYSICAL JOURNAL
- A CENSUS OF OXYGEN IN STAR-FORMING GALAXIES: AN EMPIRICAL MODEL LINKING METALLICITIES, STAR FORMATION RATES, AND OUTFLOWS
- (2012) H. J. Zahid et al. ASTROPHYSICAL JOURNAL
- THE STAR FORMATION RATE OF TURBULENT MAGNETIZED CLOUDS: COMPARING THEORY, SIMULATIONS, AND OBSERVATIONS
- (2012) Christoph Federrath et al. ASTROPHYSICAL JOURNAL
- STAR FORMATION IN ATOMIC GAS
- (2012) Mark R. Krumholz ASTROPHYSICAL JOURNAL
- MASS AND ENVIRONMENT AS DRIVERS OF GALAXY EVOLUTION. II. THE QUENCHING OF SATELLITE GALAXIES AS THE ORIGIN OF ENVIRONMENTAL EFFECTS
- (2012) Ying-jie Peng et al. ASTROPHYSICAL JOURNAL
- GRAVITATIONALLY CONSISTENT HALO CATALOGS AND MERGER TREES FOR PRECISION COSMOLOGY
- (2012) Peter S. Behroozi et al. ASTROPHYSICAL JOURNAL
- A DIRECT MEASUREMENT OF THE BARYONIC MASS FUNCTION OF GALAXIES AND IMPLICATIONS FOR THE GALACTIC BARYON FRACTION
- (2012) Emmanouil Papastergis et al. ASTROPHYSICAL JOURNAL
- A SIMPLE LAW OF STAR FORMATION
- (2012) Paolo Padoan et al. Astrophysical Journal Letters
- THE STAR FORMATION MASS SEQUENCE OUT TOz= 2.5
- (2012) Katherine E. Whitaker et al. Astrophysical Journal Letters
- The delay-time distribution of Type Ia supernovae from Sloan II
- (2012) Dan Maoz et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Galactic star formation and accretion histories from matching galaxies to dark matter haloes
- (2012) Benjamin P. Moster et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- CALIFA, the Calar Alto Legacy Integral Field Area survey
- (2011) S. F. Sánchez et al. ASTRONOMY & ASTROPHYSICS
- METAL TRANSPORT TO THE GASEOUS OUTSKIRTS OF GALAXIES
- (2011) J. K. Werk et al. ASTROPHYSICAL JOURNAL
- THE ASSEMBLY HISTORY OF DISK GALAXIES. I. THE TULLY-FISHER RELATION TOz≃ 1.3 FROM DEEP EXPOSURES WITH DEIMOS
- (2011) Sarah H. Miller et al. ASTROPHYSICAL JOURNAL
- FUEL EFFICIENT GALAXIES: SUSTAINING STAR FORMATION WITH STELLAR MASS LOSS
- (2011) Samuel N. Leitner et al. ASTROPHYSICAL JOURNAL
- A UNIVERSAL, LOCAL STAR FORMATION LAW IN GALACTIC CLOUDS, NEARBY GALAXIES, HIGH-REDSHIFT DISKS, AND STARBURSTS
- (2011) Mark R. Krumholz et al. ASTROPHYSICAL JOURNAL
- GRAVITATIONAL INSTABILITIES IN TWO-COMPONENT GALAXY DISKS WITH GAS DISSIPATION
- (2011) Bruce G. Elmegreen ASTROPHYSICAL JOURNAL
- DARK MATTER HALOS IN THE STANDARD COSMOLOGICAL MODEL: RESULTS FROM THE BOLSHOI SIMULATION
- (2011) Anatoly A. Klypin et al. ASTROPHYSICAL JOURNAL
- The baryonic assembly of dark matter haloes
- (2011) Claude-André Faucher-Giguère et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Constraints on star formation driven galaxy winds from the mass-metallicity relation at z= 0
- (2011) Molly S. Peeples et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The effective stability parameter for two-component galactic discs: is ?
- (2011) Alessandro B. Romeo et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- COLD GASS, an IRAM legacy survey of molecular gas in massive galaxies - I. Relations between H2, H i, stellar content and structural properties
- (2011) Amélie Saintonge et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- From dwarf spheroidals to cD galaxies: simulating the galaxy population in a ΛCDM cosmology
- (2011) Qi Guo et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- ON THE DYNAMICS AND EVOLUTION OF GRAVITATIONAL INSTABILITY-DOMINATED DISKS
- (2010) Mark Krumholz et al. ASTROPHYSICAL JOURNAL
- THE IMPACT OF COLD GAS ACCRETION ABOVE A MASS FLOOR ON GALAXY SCALING RELATIONS
- (2010) N. Bouché et al. ASTROPHYSICAL JOURNAL
- REGULATION OF STAR FORMATION RATES IN MULTIPHASE GALACTIC DISKS: A THERMAL/DYNAMICAL EQUILIBRIUM MODEL
- (2010) Eve C. Ostriker et al. ASTROPHYSICAL JOURNAL
- MASS AND ENVIRONMENT AS DRIVERS OF GALAXY EVOLUTION IN SDSS AND zCOSMOS AND THE ORIGIN OF THE SCHECHTER FUNCTION
- (2010) Ying-jie Peng et al. ASTROPHYSICAL JOURNAL
- CONSTRAINTS ON THE RELATIONSHIP BETWEEN STELLAR MASS AND HALO MASS AT LOW AND HIGH REDSHIFT
- (2010) Benjamin P. Moster et al. ASTROPHYSICAL JOURNAL
- Universal merger histories of dark-matter haloes
- (2010) Eyal Neistein et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- ISM properties in hydrodynamic galaxy simulations: turbulence cascades, cloud formation, role of gravity and feedback
- (2010) Frédéric Bournaud et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The Chemical Composition of the Sun
- (2009) Martin Asplund et al. Annual Review of Astronomy and Astrophysics
- THE ATOMIC-TO-MOLECULAR TRANSITION IN GALAXIES. II: H I AND H2COLUMN DENSITIES
- (2009) Mark R. Krumholz et al. ASTROPHYSICAL JOURNAL
- THE STAR FORMATION LAW IN ATOMIC AND MOLECULAR GAS
- (2009) Mark R. Krumholz et al. ASTROPHYSICAL JOURNAL
- DISSIPATION AND EXTRA LIGHT IN GALACTIC NUCLEI. IV. EVOLUTION IN THE SCALING RELATIONS OF SPHEROIDS
- (2009) Philip F. Hopkins et al. ASTROPHYSICAL JOURNAL
- On the origin of exponential galaxy discs
- (2009) Aaron A. Dutton MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The impact of feedback on disc galaxy scaling relations
- (2009) Aaron A. Dutton et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Mass accretion rates and histories of dark matter haloes
- (2009) James McBride et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Cold streams in early massive hot haloes as the main mode of galaxy formation
- (2009) A. Dekel et al. NATURE
- An Explanation for the Observed Weak Size Evolution of Disk Galaxies
- (2008) Rachel S. Somerville et al. ASTROPHYSICAL JOURNAL
- The Resolved Properties of Extragalactic Giant Molecular Clouds
- (2008) Alberto D. Bolatto et al. ASTROPHYSICAL JOURNAL
- Mergers and Mass Accretion Rates in Galaxy Assembly: The Millennium Simulation Compared to Observations ofz≈ 2 Galaxies
- (2008) Shy Genel et al. ASTROPHYSICAL JOURNAL
- The Atomic‐to‐Molecular Transition in Galaxies. I. An Analytic Approximation for Photodissociation Fronts in Finite Clouds
- (2008) Mark R. Krumholz et al. ASTROPHYSICAL JOURNAL
- Metallicity Calibrations and the Mass‐Metallicity Relation for Star‐forming Galaxies
- (2008) Lisa J. Kewley et al. ASTROPHYSICAL JOURNAL
- A semi-analytic model for the co-evolution of galaxies, black holes and active galactic nuclei
- (2008) Rachel S. Somerville et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Mass, metal, and energy feedback in cosmological simulations
- (2008) Benjamin D. Oppenheimer et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationPublish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn More