SlideShare a Scribd company logo
1 of 20
Our Universe,
Age 380,000 years
Galaxy
Formation
Cosmology Star
Formation
Stellar
Evolution
Chemical
Enrichment
Dark
Matter
Black
Holes
?
Hubble GOODS field
Hierarchical
Galaxy Formation
• Galaxy formation =
Halo growth +
Gas accretion +
Feedback
• Halo growth:
Cosmology
• Gas Accretion:
Gravity + cooling
• Feedback: ???
Gravitational instability: Cosmic Web
From Max Tegmark
Infall
from
IGM
disk
Rvir
Rcool
Dekel+ 09 z=2, AMR
How Does Gas Accrete Into Galaxies?
• Hot mode: Heated to Tvir; ~spherical, slow.
• Cold mode: Filamentary, rapid, smooth, T ~ 104
K.
• Transition mass: Hot halo when Mhalo >~ 1012
M.
White & Rees 1978Gabor, RD+11
Feedback Regulates SFFeedback Regulates SF
Baldry+ 08
Halo mass function,
scaled by Ωb/Ωm.
Baldry+ 08
Milky Way
Schematic
Multiwavelength M31
Multiwavelength Antennae
Gas Processing Factories
η/(1+η)
★
1/(1+η)
αΖ
Mgrav
ζMgrav
SFR = ζMgrav/(1+η)(1-αZ)
Equilibrium Relations
 Finlator+RD 08
Scaling Relations &
Scatter
• First order: Scaling rel’ns
– Mgrav ∼ fb Mhalo
1.1
(1+z)2.25
That gas comes in “lumps” is,
to first order, irrelevant.
• Second order: Scatter
– Mergers, environment, satel-
lites, etc are 2nd
order effects.
– Accreting a lump higher
fgas & SFR, lower Z. Mannucci+10

Preventive Feedback:
Photo-ionization, AGN,
gravity, winds, …?
Stars can form
RD+11
Intuition from the Equilibrium Scenario
Main Sequence Galaxies as
“Gas Processing Engines”
• Obtain gas via cold, smooth accretion
– Creates tight evolving M*-SFR relation.
• Process some gas into stars
– Produces cosmic evolution of SF, main seq.
• Ejects most gas into outflows
– SFR, gas content, metallicity set by balance of
inflow vs outflow.
• Ejected material recycles
– Critical at low-z, sets e.g. stellar mass fcn shape.
Cold accretion dominates
• Star formation is supply-limited.
• Mergers are a small contribution to accretion.
Keres+09
Fundamental driver: Halo growth
 e.g. 1012
M halo
 … at z=0, Min = 6 M/yr
 … at z=2, Min = 80 M/yr
Prediction: A given mass
galaxy forms stars faster at
high redshifts.
Dekel et al 2009


from D. Elbaz
Observations
Quenching
star formation
• Use SAM intuition to make “red and
dead” galaxies:
Heat halo gas when fhot>0.6
• Produces correct:
– Red sequence
– Bright-end luminosity/mass fcn
– Does not change faint end
• Physics uncertain, but it likely has
something to do with hot halo gas!
Gabor, RD+11
“Holistic” Approaches: SAMs
and Sims• Semi-analytic models (SAMs)
parameterize baryon dynamics,
constrain via observables.
+ Fast; tunable; builds on N-body.
- Non-unique; builds in assumptions.
• Hydrodynamic simulations directly track gas.
+ Physics more robust; convergence tests possible
- Slow; limited dynamic range; subgrid physics parameters
• Compare to widest possible range of data: “holistic”.
• Sims develop physical insight; SAMs explore,
Our Cosmological Hydro Code
N-body plus hydro:
- Gravity using Tree-PM
- Gas dynamics using EC-SPH
- Cooling (H,He,metal)
Parameterized subgrid physics:
- Star formation
- Galactic outflows
- (Quenching feedback)
Typical simulation parameters:
- Spatial resolution: ~1-5 kpc (Kennicutt Law
scale)
- Mass resolution: ~106-8
M.
- Box size: ~10-100 Mpc.
- Evolve from linear regime (z>>100) to today.
IGM enrichment: Outflow TracerIGM enrichment: Outflow Tracerwindspeed
mass loading
Too few
metals in
IGM
IGM too hot
Diffuse IGM
unenriched
Too few
metals
produced
Momentum-driven
wind scalings!
Oppenheimer & RD 2006
Oppenheimer & RD 2008
Oppenheimer & RD 2009a,b
Lyman alpha forest Metal absorbers
(mostly CIV)

More Related Content

What's hot

FROM BIG BANG TO THE PRESENT TIME
FROM BIG BANG TO THE PRESENT TIMEFROM BIG BANG TO THE PRESENT TIME
FROM BIG BANG TO THE PRESENT TIMENepal Flying Labs
 
1.1b classification of galaxies
1.1b classification of galaxies1.1b classification of galaxies
1.1b classification of galaxiesDave Templonuevo
 
History Of Astronomy (Complete)
History Of Astronomy (Complete)History Of Astronomy (Complete)
History Of Astronomy (Complete)Oyster River HS
 
Sunspots and Solar Flares
Sunspots and Solar FlaresSunspots and Solar Flares
Sunspots and Solar FlaresHazel Flores
 
Spectral classification of stars
Spectral classification of starsSpectral classification of stars
Spectral classification of starsShobana Subramaniam
 
Introduction to the General Theory of Relativity
Introduction to the General Theory of RelativityIntroduction to the General Theory of Relativity
Introduction to the General Theory of RelativityArpan Saha
 
origin of universe & big bang theory
origin of universe & big bang theoryorigin of universe & big bang theory
origin of universe & big bang theorysalim lakade
 
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: Structure
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: StructureWhat is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: Structure
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: StructureUday Kumar Shil
 
Solar System and its Origin)
Solar System and its Origin)Solar System and its Origin)
Solar System and its Origin)jun de la Ceruz
 
Kepler's law of planetary motion
Kepler's law of planetary motionKepler's law of planetary motion
Kepler's law of planetary motionTrebor Dadinirt
 
Origin of the universe
Origin of the universeOrigin of the universe
Origin of the universeJohanna Fabre
 

What's hot (20)

Galaxies
GalaxiesGalaxies
Galaxies
 
FROM BIG BANG TO THE PRESENT TIME
FROM BIG BANG TO THE PRESENT TIMEFROM BIG BANG TO THE PRESENT TIME
FROM BIG BANG TO THE PRESENT TIME
 
1.1b classification of galaxies
1.1b classification of galaxies1.1b classification of galaxies
1.1b classification of galaxies
 
BASICS OF COSMOLOGY
BASICS OF COSMOLOGYBASICS OF COSMOLOGY
BASICS OF COSMOLOGY
 
History Of Astronomy (Complete)
History Of Astronomy (Complete)History Of Astronomy (Complete)
History Of Astronomy (Complete)
 
Sunspots and Solar Flares
Sunspots and Solar FlaresSunspots and Solar Flares
Sunspots and Solar Flares
 
activities of the sun
activities of the sunactivities of the sun
activities of the sun
 
Spectral classification of stars
Spectral classification of starsSpectral classification of stars
Spectral classification of stars
 
Introduction to the General Theory of Relativity
Introduction to the General Theory of RelativityIntroduction to the General Theory of Relativity
Introduction to the General Theory of Relativity
 
THE LIFE CYCLE OF A STAR!
THE LIFE CYCLE OF A STAR!THE LIFE CYCLE OF A STAR!
THE LIFE CYCLE OF A STAR!
 
Keplers Laws
Keplers LawsKeplers Laws
Keplers Laws
 
Astronomy
AstronomyAstronomy
Astronomy
 
origin of universe & big bang theory
origin of universe & big bang theoryorigin of universe & big bang theory
origin of universe & big bang theory
 
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: Structure
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: StructureWhat is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: Structure
What is Solar system? FORMATION OF SOLAR SYSTEM. SOLAR SYSTEM: Structure
 
comets
cometscomets
comets
 
Nebulae
NebulaeNebulae
Nebulae
 
Solar System and its Origin)
Solar System and its Origin)Solar System and its Origin)
Solar System and its Origin)
 
The Star
The StarThe Star
The Star
 
Kepler's law of planetary motion
Kepler's law of planetary motionKepler's law of planetary motion
Kepler's law of planetary motion
 
Origin of the universe
Origin of the universeOrigin of the universe
Origin of the universe
 

Viewers also liked

Secular Processes and Galaxy Evolution
Secular Processes and Galaxy EvolutionSecular Processes and Galaxy Evolution
Secular Processes and Galaxy EvolutionKaren Masters
 
The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)RODELoreto MORALESson
 
Agn presentation
Agn presentationAgn presentation
Agn presentationITAES
 
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXY
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXYYEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXY
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXYGeorge Dumitrache
 
Earth's Early History
Earth's Early HistoryEarth's Early History
Earth's Early HistoryAngbii Gayden
 
Early earth and theories
Early earth and theoriesEarly earth and theories
Early earth and theoriesRamesh Adep
 
Earth Systems
Earth Systems Earth Systems
Earth Systems bgriesmer
 
Stars and Galaxies
Stars and GalaxiesStars and Galaxies
Stars and Galaxiesduncanpatti
 
Origin of the Earth & Geologic Time
Origin of the Earth & Geologic TimeOrigin of the Earth & Geologic Time
Origin of the Earth & Geologic TimeWSP
 
Galaxy presentation
Galaxy presentationGalaxy presentation
Galaxy presentationBabubij
 
Stars and solar system
Stars  and  solar  systemStars  and  solar  system
Stars and solar systemMathesh T
 
Thoeries of the Origin of Solar System
Thoeries of the Origin of Solar SystemThoeries of the Origin of Solar System
Thoeries of the Origin of Solar SystemNia Noelle
 

Viewers also liked (20)

Secular Processes and Galaxy Evolution
Secular Processes and Galaxy EvolutionSecular Processes and Galaxy Evolution
Secular Processes and Galaxy Evolution
 
The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)The Galaxy by Myrell Esteban (I Made)
The Galaxy by Myrell Esteban (I Made)
 
10.2 galaxies
10.2 galaxies10.2 galaxies
10.2 galaxies
 
Agn presentation
Agn presentationAgn presentation
Agn presentation
 
The big bang
The big bangThe big bang
The big bang
 
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXY
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXYYEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXY
YEAR 9 GEOGRAPHY - ASTRONOMY: SUN, PLANETS AND GALAXY
 
Earth's Early History
Earth's Early HistoryEarth's Early History
Earth's Early History
 
Star life cycle
Star life cycleStar life cycle
Star life cycle
 
Types of galaxies
Types of galaxiesTypes of galaxies
Types of galaxies
 
The earth system
The earth systemThe earth system
The earth system
 
Early earth and theories
Early earth and theoriesEarly earth and theories
Early earth and theories
 
Earth Systems
Earth Systems Earth Systems
Earth Systems
 
Evolution of universe
Evolution of universeEvolution of universe
Evolution of universe
 
Stars and Galaxies
Stars and GalaxiesStars and Galaxies
Stars and Galaxies
 
Galaxies
GalaxiesGalaxies
Galaxies
 
Origin of the Earth & Geologic Time
Origin of the Earth & Geologic TimeOrigin of the Earth & Geologic Time
Origin of the Earth & Geologic Time
 
Galaxy presentation
Galaxy presentationGalaxy presentation
Galaxy presentation
 
Stars and solar system
Stars  and  solar  systemStars  and  solar  system
Stars and solar system
 
Stars
Stars Stars
Stars
 
Thoeries of the Origin of Solar System
Thoeries of the Origin of Solar SystemThoeries of the Origin of Solar System
Thoeries of the Origin of Solar System
 

Similar to Galaxy Formation: An Overview

D4 stellar processes
D4 stellar processesD4 stellar processes
D4 stellar processesPaula Mills
 
Astrophysical constraints on dark matter
Astrophysical constraints on dark matterAstrophysical constraints on dark matter
Astrophysical constraints on dark matterCamille Sigrid Vasquez
 
Chap 5 part 2 students
Chap 5 part 2 studentsChap 5 part 2 students
Chap 5 part 2 studentsMatty Axcend
 
Lecture 01 Earth in Space s.ppt
Lecture 01 Earth in Space s.pptLecture 01 Earth in Space s.ppt
Lecture 01 Earth in Space s.pptFrancis de Castro
 
Charla de nucleosintesis Teresa Kurtukian Nieto INAOE
Charla de nucleosintesis Teresa Kurtukian Nieto INAOECharla de nucleosintesis Teresa Kurtukian Nieto INAOE
Charla de nucleosintesis Teresa Kurtukian Nieto INAOETeresaKurtukianNieto
 
Galaxy Forum Kansas 2011_element connections v1.1
Galaxy Forum Kansas 2011_element connections v1.1Galaxy Forum Kansas 2011_element connections v1.1
Galaxy Forum Kansas 2011_element connections v1.1ILOAHawaii
 
Origin and Abundance of elements in the Solar system and in the Earth and its...
Origin and Abundance of elements in the Solar system and in the Earth and its...Origin and Abundance of elements in the Solar system and in the Earth and its...
Origin and Abundance of elements in the Solar system and in the Earth and its...AkshayRaut51
 
Structure of the Earth.ppt
Structure of the Earth.pptStructure of the Earth.ppt
Structure of the Earth.pptASShyamkumar4792
 
The high albedo of the hot jupiter kepler 7 b
The high albedo of the hot jupiter kepler 7 bThe high albedo of the hot jupiter kepler 7 b
The high albedo of the hot jupiter kepler 7 bSérgio Sacani
 
Still the Biggest Control Knob : Carbon Dioxide in Earth’s Climate History
Still the Biggest Control Knob: Carbon Dioxide in Earth’s Climate HistoryStill the Biggest Control Knob: Carbon Dioxide in Earth’s Climate History
Still the Biggest Control Knob : Carbon Dioxide in Earth’s Climate HistorySERC at Carleton College
 
Probing Extreme Physics With Compact Objcts
Probing Extreme Physics With Compact ObjctsProbing Extreme Physics With Compact Objcts
Probing Extreme Physics With Compact ObjctsSérgio Sacani
 
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...Sérgio Sacani
 
Theory of Planetary System Formation The mass of the presol.pdf
Theory of Planetary System Formation The mass of the presol.pdfTheory of Planetary System Formation The mass of the presol.pdf
Theory of Planetary System Formation The mass of the presol.pdfadislifestyle
 
Astonishing Astronomy 101 - Chapter 16
Astonishing Astronomy 101 - Chapter 16Astonishing Astronomy 101 - Chapter 16
Astonishing Astronomy 101 - Chapter 16Don R. Mueller, Ph.D.
 
American Astronomical Society plenary talk
American Astronomical Society plenary talkAmerican Astronomical Society plenary talk
American Astronomical Society plenary talkMichael Norman
 

Similar to Galaxy Formation: An Overview (20)

lecture17
lecture17lecture17
lecture17
 
D4 stellar processes
D4 stellar processesD4 stellar processes
D4 stellar processes
 
Astrophysical constraints on dark matter
Astrophysical constraints on dark matterAstrophysical constraints on dark matter
Astrophysical constraints on dark matter
 
Chap 5 part 2 students
Chap 5 part 2 studentsChap 5 part 2 students
Chap 5 part 2 students
 
Lecture 01 Earth in Space s.ppt
Lecture 01 Earth in Space s.pptLecture 01 Earth in Space s.ppt
Lecture 01 Earth in Space s.ppt
 
ESLABtalk
ESLABtalkESLABtalk
ESLABtalk
 
Charla de nucleosintesis Teresa Kurtukian Nieto INAOE
Charla de nucleosintesis Teresa Kurtukian Nieto INAOECharla de nucleosintesis Teresa Kurtukian Nieto INAOE
Charla de nucleosintesis Teresa Kurtukian Nieto INAOE
 
Biermann feedback
Biermann feedbackBiermann feedback
Biermann feedback
 
Galaxy Forum Kansas 2011_element connections v1.1
Galaxy Forum Kansas 2011_element connections v1.1Galaxy Forum Kansas 2011_element connections v1.1
Galaxy Forum Kansas 2011_element connections v1.1
 
Biermann clusters
Biermann clustersBiermann clusters
Biermann clusters
 
Origin and Abundance of elements in the Solar system and in the Earth and its...
Origin and Abundance of elements in the Solar system and in the Earth and its...Origin and Abundance of elements in the Solar system and in the Earth and its...
Origin and Abundance of elements in the Solar system and in the Earth and its...
 
Uslides4
Uslides4Uslides4
Uslides4
 
Structure of the Earth.ppt
Structure of the Earth.pptStructure of the Earth.ppt
Structure of the Earth.ppt
 
The high albedo of the hot jupiter kepler 7 b
The high albedo of the hot jupiter kepler 7 bThe high albedo of the hot jupiter kepler 7 b
The high albedo of the hot jupiter kepler 7 b
 
Still the Biggest Control Knob : Carbon Dioxide in Earth’s Climate History
Still the Biggest Control Knob: Carbon Dioxide in Earth’s Climate HistoryStill the Biggest Control Knob: Carbon Dioxide in Earth’s Climate History
Still the Biggest Control Knob : Carbon Dioxide in Earth’s Climate History
 
Probing Extreme Physics With Compact Objcts
Probing Extreme Physics With Compact ObjctsProbing Extreme Physics With Compact Objcts
Probing Extreme Physics With Compact Objcts
 
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...
3d modeling of_gj1214b_atmosphere_formation_of_inhomogeneous_high_cloouds_and...
 
Theory of Planetary System Formation The mass of the presol.pdf
Theory of Planetary System Formation The mass of the presol.pdfTheory of Planetary System Formation The mass of the presol.pdf
Theory of Planetary System Formation The mass of the presol.pdf
 
Astonishing Astronomy 101 - Chapter 16
Astonishing Astronomy 101 - Chapter 16Astonishing Astronomy 101 - Chapter 16
Astonishing Astronomy 101 - Chapter 16
 
American Astronomical Society plenary talk
American Astronomical Society plenary talkAmerican Astronomical Society plenary talk
American Astronomical Society plenary talk
 

More from CosmoAIMS Bassett

Mauritius Big Data and Machine Learning JEDI workshop
Mauritius Big Data and Machine Learning JEDI workshopMauritius Big Data and Machine Learning JEDI workshop
Mauritius Big Data and Machine Learning JEDI workshopCosmoAIMS Bassett
 
Testing dark energy as a function of scale
Testing dark energy as a function of scaleTesting dark energy as a function of scale
Testing dark energy as a function of scaleCosmoAIMS Bassett
 
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013Seminar by Prof Bruce Bassett at IAP, Paris, October 2013
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013CosmoAIMS Bassett
 
Cosmology with the 21cm line
Cosmology with the 21cm lineCosmology with the 21cm line
Cosmology with the 21cm lineCosmoAIMS Bassett
 
Tuning your radio to the cosmic dawn
Tuning your radio to the cosmic dawnTuning your radio to the cosmic dawn
Tuning your radio to the cosmic dawnCosmoAIMS Bassett
 
A short introduction to massive gravity... or ... Can one give a mass to the ...
A short introduction to massive gravity... or ... Can one give a mass to the ...A short introduction to massive gravity... or ... Can one give a mass to the ...
A short introduction to massive gravity... or ... Can one give a mass to the ...CosmoAIMS Bassett
 
Decomposing Profiles of SDSS Galaxies
Decomposing Profiles of SDSS GalaxiesDecomposing Profiles of SDSS Galaxies
Decomposing Profiles of SDSS GalaxiesCosmoAIMS Bassett
 
Cluster abundances and clustering Can theory step up to precision cosmology?
Cluster abundances and clustering Can theory step up to precision cosmology?Cluster abundances and clustering Can theory step up to precision cosmology?
Cluster abundances and clustering Can theory step up to precision cosmology?CosmoAIMS Bassett
 
An Overview of Gravitational Lensing
An Overview of Gravitational LensingAn Overview of Gravitational Lensing
An Overview of Gravitational LensingCosmoAIMS Bassett
 
Testing cosmology with galaxy clusters, the CMB and galaxy clustering
Testing cosmology with galaxy clusters, the CMB and galaxy clusteringTesting cosmology with galaxy clusters, the CMB and galaxy clustering
Testing cosmology with galaxy clusters, the CMB and galaxy clusteringCosmoAIMS Bassett
 
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio Data
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio DataSpit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio Data
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio DataCosmoAIMS Bassett
 
From Darkness, Light: Computing Cosmological Reionization
From Darkness, Light: Computing Cosmological ReionizationFrom Darkness, Light: Computing Cosmological Reionization
From Darkness, Light: Computing Cosmological ReionizationCosmoAIMS Bassett
 
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?CosmoAIMS Bassett
 
Binary pulsars as tools to study gravity
Binary pulsars as tools to study gravityBinary pulsars as tools to study gravity
Binary pulsars as tools to study gravityCosmoAIMS Bassett
 
Cross Matching EUCLID and SKA using the Likelihood Ratio
Cross Matching EUCLID and SKA using the Likelihood RatioCross Matching EUCLID and SKA using the Likelihood Ratio
Cross Matching EUCLID and SKA using the Likelihood RatioCosmoAIMS Bassett
 
Machine Learning Challenges in Astronomy
Machine Learning Challenges in AstronomyMachine Learning Challenges in Astronomy
Machine Learning Challenges in AstronomyCosmoAIMS Bassett
 
Cosmological Results from Planck
Cosmological Results from PlanckCosmological Results from Planck
Cosmological Results from PlanckCosmoAIMS Bassett
 

More from CosmoAIMS Bassett (20)

Machine learning clustering
Machine learning clusteringMachine learning clustering
Machine learning clustering
 
Mauritius Big Data and Machine Learning JEDI workshop
Mauritius Big Data and Machine Learning JEDI workshopMauritius Big Data and Machine Learning JEDI workshop
Mauritius Big Data and Machine Learning JEDI workshop
 
Testing dark energy as a function of scale
Testing dark energy as a function of scaleTesting dark energy as a function of scale
Testing dark energy as a function of scale
 
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013Seminar by Prof Bruce Bassett at IAP, Paris, October 2013
Seminar by Prof Bruce Bassett at IAP, Paris, October 2013
 
Cosmology with the 21cm line
Cosmology with the 21cm lineCosmology with the 21cm line
Cosmology with the 21cm line
 
Tuning your radio to the cosmic dawn
Tuning your radio to the cosmic dawnTuning your radio to the cosmic dawn
Tuning your radio to the cosmic dawn
 
A short introduction to massive gravity... or ... Can one give a mass to the ...
A short introduction to massive gravity... or ... Can one give a mass to the ...A short introduction to massive gravity... or ... Can one give a mass to the ...
A short introduction to massive gravity... or ... Can one give a mass to the ...
 
Decomposing Profiles of SDSS Galaxies
Decomposing Profiles of SDSS GalaxiesDecomposing Profiles of SDSS Galaxies
Decomposing Profiles of SDSS Galaxies
 
Cluster abundances and clustering Can theory step up to precision cosmology?
Cluster abundances and clustering Can theory step up to precision cosmology?Cluster abundances and clustering Can theory step up to precision cosmology?
Cluster abundances and clustering Can theory step up to precision cosmology?
 
An Overview of Gravitational Lensing
An Overview of Gravitational LensingAn Overview of Gravitational Lensing
An Overview of Gravitational Lensing
 
Testing cosmology with galaxy clusters, the CMB and galaxy clustering
Testing cosmology with galaxy clusters, the CMB and galaxy clusteringTesting cosmology with galaxy clusters, the CMB and galaxy clustering
Testing cosmology with galaxy clusters, the CMB and galaxy clustering
 
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio Data
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio DataSpit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio Data
Spit, Duct Tape, Baling Wire & Oral Tradition: Dealing With Radio Data
 
MeerKAT: an overview
MeerKAT: an overviewMeerKAT: an overview
MeerKAT: an overview
 
Casa cookbook for KAT 7
Casa cookbook for KAT 7Casa cookbook for KAT 7
Casa cookbook for KAT 7
 
From Darkness, Light: Computing Cosmological Reionization
From Darkness, Light: Computing Cosmological ReionizationFrom Darkness, Light: Computing Cosmological Reionization
From Darkness, Light: Computing Cosmological Reionization
 
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?
WHAT CAN WE DEDUCE FROM STUDIES OF NEARBY GALAXY POPULATIONS?
 
Binary pulsars as tools to study gravity
Binary pulsars as tools to study gravityBinary pulsars as tools to study gravity
Binary pulsars as tools to study gravity
 
Cross Matching EUCLID and SKA using the Likelihood Ratio
Cross Matching EUCLID and SKA using the Likelihood RatioCross Matching EUCLID and SKA using the Likelihood Ratio
Cross Matching EUCLID and SKA using the Likelihood Ratio
 
Machine Learning Challenges in Astronomy
Machine Learning Challenges in AstronomyMachine Learning Challenges in Astronomy
Machine Learning Challenges in Astronomy
 
Cosmological Results from Planck
Cosmological Results from PlanckCosmological Results from Planck
Cosmological Results from Planck
 

Recently uploaded

Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsHyundai Motor Group
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Hyundai Motor Group
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxnull - The Open Security Community
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 

Recently uploaded (20)

Pigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food ManufacturingPigging Solutions in Pet Food Manufacturing
Pigging Solutions in Pet Food Manufacturing
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter RoadsSnow Chain-Integrated Tire for a Safe Drive on Winter Roads
Snow Chain-Integrated Tire for a Safe Drive on Winter Roads
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptxMaking_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
Making_way_through_DLL_hollowing_inspite_of_CFG_by_Debjeet Banerjee.pptx
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 

Galaxy Formation: An Overview

  • 1. Our Universe, Age 380,000 years Galaxy Formation Cosmology Star Formation Stellar Evolution Chemical Enrichment Dark Matter Black Holes ? Hubble GOODS field
  • 2. Hierarchical Galaxy Formation • Galaxy formation = Halo growth + Gas accretion + Feedback • Halo growth: Cosmology • Gas Accretion: Gravity + cooling • Feedback: ??? Gravitational instability: Cosmic Web From Max Tegmark
  • 3. Infall from IGM disk Rvir Rcool Dekel+ 09 z=2, AMR How Does Gas Accrete Into Galaxies? • Hot mode: Heated to Tvir; ~spherical, slow. • Cold mode: Filamentary, rapid, smooth, T ~ 104 K. • Transition mass: Hot halo when Mhalo >~ 1012 M. White & Rees 1978Gabor, RD+11
  • 4. Feedback Regulates SFFeedback Regulates SF Baldry+ 08 Halo mass function, scaled by Ωb/Ωm. Baldry+ 08
  • 5.
  • 11. Scaling Relations & Scatter • First order: Scaling rel’ns – Mgrav ∼ fb Mhalo 1.1 (1+z)2.25 That gas comes in “lumps” is, to first order, irrelevant. • Second order: Scatter – Mergers, environment, satel- lites, etc are 2nd order effects. – Accreting a lump higher fgas & SFR, lower Z. Mannucci+10 
  • 12. Preventive Feedback: Photo-ionization, AGN, gravity, winds, …? Stars can form RD+11
  • 13. Intuition from the Equilibrium Scenario
  • 14. Main Sequence Galaxies as “Gas Processing Engines” • Obtain gas via cold, smooth accretion – Creates tight evolving M*-SFR relation. • Process some gas into stars – Produces cosmic evolution of SF, main seq. • Ejects most gas into outflows – SFR, gas content, metallicity set by balance of inflow vs outflow. • Ejected material recycles – Critical at low-z, sets e.g. stellar mass fcn shape.
  • 15. Cold accretion dominates • Star formation is supply-limited. • Mergers are a small contribution to accretion. Keres+09
  • 16. Fundamental driver: Halo growth  e.g. 1012 M halo  … at z=0, Min = 6 M/yr  … at z=2, Min = 80 M/yr Prediction: A given mass galaxy forms stars faster at high redshifts. Dekel et al 2009   from D. Elbaz Observations
  • 17. Quenching star formation • Use SAM intuition to make “red and dead” galaxies: Heat halo gas when fhot>0.6 • Produces correct: – Red sequence – Bright-end luminosity/mass fcn – Does not change faint end • Physics uncertain, but it likely has something to do with hot halo gas! Gabor, RD+11
  • 18. “Holistic” Approaches: SAMs and Sims• Semi-analytic models (SAMs) parameterize baryon dynamics, constrain via observables. + Fast; tunable; builds on N-body. - Non-unique; builds in assumptions. • Hydrodynamic simulations directly track gas. + Physics more robust; convergence tests possible - Slow; limited dynamic range; subgrid physics parameters • Compare to widest possible range of data: “holistic”. • Sims develop physical insight; SAMs explore,
  • 19. Our Cosmological Hydro Code N-body plus hydro: - Gravity using Tree-PM - Gas dynamics using EC-SPH - Cooling (H,He,metal) Parameterized subgrid physics: - Star formation - Galactic outflows - (Quenching feedback) Typical simulation parameters: - Spatial resolution: ~1-5 kpc (Kennicutt Law scale) - Mass resolution: ~106-8 M. - Box size: ~10-100 Mpc. - Evolve from linear regime (z>>100) to today.
  • 20. IGM enrichment: Outflow TracerIGM enrichment: Outflow Tracerwindspeed mass loading Too few metals in IGM IGM too hot Diffuse IGM unenriched Too few metals produced Momentum-driven wind scalings! Oppenheimer & RD 2006 Oppenheimer & RD 2008 Oppenheimer & RD 2009a,b Lyman alpha forest Metal absorbers (mostly CIV)