_300-01-daniel-tamayo-predicting-the-long-term-stability-of-compact-multi-planet-systems.jpg "300.01 Daniel Tamayo - Predicting the long-term stability of compact multi-planet systems from 10 tobe Video Screenshot Preview")
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⏲ Duration: 7 min 48 sec
✓ Published: 26-Jul-2020
✓ Published: 26-Jul-2020
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Session: Planetary System StabilitynnTitle: Predicting the long-term stability of compact multi-planet systemsnnPresenter: Daniel Tamayo (Princeton University)nnAbstract: We present our Stability of Planetary Orbital ConfigurationsKlassifier (SPOCK), a machine learning model capable of robustly determining the long-term stability of compact multiplanet architectures up to 10 times faster than direct integration (Tamayo et al., accepted). We find that our model, trained only on near-resonant 3-
Session: Planetary System StabilitynnTitle: Predicting the long-term stability of compact multi-planet systemsnnPresenter: Daniel Tamayo (Princeton University)nnAbstract: We present our Stability of Planetary Orbital ConfigurationsKlassifier (SPOCK), a machine learning model capable of robustly determining the long-term stability of compact multiplanet architectures up to 10 times faster than direct integration (Tamayo et al., accepted). We find that our model, trained only on near-resonant 3-
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