Planetary Population Synthesis and the Emergence of Four Classes of Planetary System Architectures
arXiv:2303.00012 · doi:10.1140/epjp/s13360-023-03784-x
Abstract
Planetary population synthesis is a tool to understand the physics of planetary system formation. It builds on a model that includes a multitude of physical processes. The outcome can be statistically compared with exoplanet observations. Here, we review the population synthesis method and then use one population to explore how different planetary system architectures emerge and which conditions lead to their formation. The systems can be classified into four main architectures: Class I of near-in situ compositionally ordered terrestrial and ice planets, Class II of migrated sub-Neptunes, Class III of mixed low-mass and giant planets, broadly similar to the Solar System, and Class IV of dynamically active giants without inner low-mass planets. These four classes exhibit distinct typical formation pathways and are characterised by certain mass scales. Class I systems form from the local accretion of planetesimals followed by a giant impact phase, and the final planet masses correspond to the `Goldreich mass'. Class II systems form when planets reach the `equality mass' (equal accretion and migration timescales) before the dispersal of the gas disc, but not large enough to allow for rapid gas accretion. Giant planets form when the `equality mass' allows for rapid gas accretion while the planet are migrating, i.e. when the critical core mass is reached. The main discriminant of the four classes is the initial mass of solids in the disc, with contributions from the lifetime and mass of the gas disc. The breakdown into classes allows to better understand which physical processes are dominant. Comparison with observations reveals certain differences to the actual population, pointing at limitation of theoretical understanding. For example, the overrepresentation of synthetic super Earths and sub-Neptunes in Class I causes these planets to be found at lower metallicities than in observations.
Invited review accepted for publication in EPJ+, Focus Point on Environmental and Multiplicity Effects on Planet Formation by guest editors G. Lodato and C.F. Manara
References in corpus (39)
- The Occurrence and Mass Distribution of Close-in Super-Earths, Neptunes, and Jupiters
- The Gemini Planet Imager Exoplanet Survey: Giant Planet and Brown Dwarf Demographics From 10-100 AU
- Two accreting protoplanets around the young star PDS 70
- A Steeper than Linear Disk Mass-Stellar Mass Scaling Relation
- Toward a Deterministic Model of Planetary Formation V. Accumulation Near the Ice Line
- Models of the in situ formation of detected extrasolar giant planets
- Planetary population synthesis coupled with atmospheric escape: a statistical view of evaporation
- The VLA/ALMA Nascent Disk and Multiplicity (VANDAM) Survey of Orion Protostars. A Statistical Characterization of Class 0 and I Protostellar Disks
- The Exoplanet Mass-Ratio Function from the MOA-II Survey: Discovery of a Break and Likely Peak at a Neptune Mass
- Hints for a Turnover at the Snow Line in the Giant Planet Occurrence Rate
- Tidal friction in close-in satellites and exoplanets. The Darwin theory re-visited
- On the formation of planetary systems via oligarchic growth in thermally evolving viscous discs
- Kepler Multi-Planet Systems Exhibit Unexpected Intra-system Uniformity in Mass and Radius
- Images of Embedded Jovian Planet Formation At A Wide Separation Around AB Aurigae
- Global Models of Planet Formation and Evolution
- A giant exoplanet orbiting a very low-mass star challenges planet formation models
- Planet population synthesis driven by pebble accretion in cluster environments
- Microlensing Results Challenge the Core Accretion Runaway Growth Scenario for Gas Giants
- Towards a population synthesis model of self-gravitating disc fragmentation and tidal downsizing II: The effect of fragment-fragment interactions
- The Ophiuchus DIsk Survey Employing ALMA (ODISEA): Disk Dust Mass Distributions across Protostellar Evolutionary Classes
- Planet Formation Theory in the Era of ALMA and Kepler: from Pebbles to Exoplanets
- The Role of Disk Winds in the Evolution and Dispersal of Protoplanetary Disks
- Setting the Stage for Planet Formation: Measurements and Implications of the Fundamental Disk Properties
- A framework for the architecture of exoplanetary systems. I. Four classes of planetary system architecture
- Realistic On-the-fly Outcomes of Planetary Collisions II: Bringing Machine Learning to N-body Simulations
- Atmosphere loss in planet-planet collisions
- Planet Population Synthesis
- The growth and migration of massive planets under the influence of external photoevaporation
- On the survival of resonant and non-resonant planetary systems in star clusters
- Removal of Hot Saturns in Mass-Radius Plane by Runaway Mass Loss
- ALMA observations require slower Core Accretion runaway growth
- A framework for the architecture of exoplanetary systems. II. Nature versus nurture: Emergent formation pathways of architecture classes
- Using Deep Neural Networks to compute the mass of forming planets
- On the multiple generations of planetary embryos
- Architectures of Compact Multi-planet Systems: Diversity and Uniformity
- Formation of Planetary Populations II: Effects of Initial Disk Size & Radial Dust Drift
- Planet population synthesis: The role of stellar encounters
- Combined Effects of Disk Winds and Turbulence-Driven Accretion on Planet Populations
- Formation of Planetary Populations III: Core Composition & Atmospheric Evaporation
Cited by in corpus (18)
- Planet formation via pebble accretion in externally photoevaporating discs
- Unveiling the internal structure and formation history of the three planets transiting HIP 29442 (TOI-469) with CHEOPS
- TOI-5678 b: A 48-day transiting Neptune-mass planet characterized with CHEOPS and HARPS
- First Comparative Exoplanetology Within a Transiting Multi-planet System: Comparing the atmospheres of V1298 Tau b and c
- Competing chemical signatures in the atmosphere of TOI-270 d: Inference of sulfur and carbon chemistry
- DIPSY: A new Disc Instability Population SYnthesis, II. The Populations of Companions Formed Through Disc Instability
- The CARMENES search for exoplanets around M dwarfs. Occurrence rates of Earth-like planets around very low-mass stars
- Searching for Hot Water World Candidates with CHEOPS: Refining the radii and analysing the internal structures and atmospheric lifetimes of TOI-238 b and TOI-1685 b
- The New Generation Planetary Population Synthesis (NGPPS). VII. Statistical comparison with the HARPS/Coralie survey
- The New Generation Planetary Population Synthesis (NGPPS) VIII. Impact of host star metallicity on planet occurrence rates, orbital periods, eccentricities, and radius valley morphology
- Diversities and similarities exhibited by multi-planetary systems and their architectures: I. Orbital spacings
- Estimating the Mass Escaping Rates of Radius-valley-spanning Planets in the TOI-431 System via X-Ray and Ultraviolet Evaporation
- Earth-like planet predictor: A machine learning approach
- On the Ordering of Exoplanet Systems
- A Sequoia stellar candidate with very high 7Li and 9Be
- Rapid and Predictive Planet Population Synthesis Model (RAPPS) I. Upgraded model and resulting synthetic populations
- Sub-Neptunes Show a Stronger Correlation with Cold Jupiters than Super-Earths Especially in Metal-rich Systems
- Do Outer Giants Inflate Neptune-sized Planets? An Architecture-Dependent Mass-Radius Relation