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• Deep Learning

  • Sanchez-Gonzalez et al (2020) Learning to Simulate Complex Physics with Graph Networks

• Heat transfer

  • Effect of Sediment Properties on the Thermal Performance of Submarine HV Cables
  • The thermal regime around buried submarine high-voltage cables
  • Utilizing thermal properties of seabed soils as cost-effective insulation for subsea flowlines

• Submarine landslides

  • Bougouin & Lacaze (2018) Granular collapse in a fluid: Different flow regimes for an initially dense-packing
  • Courrech du Pont et al (2003) Granular avalanches in fluid
  • Kobayashi et al (2015) Numerical analysis of submarine debris flow based on critical state soil mechanics
  • Cassar et al (2005) Submarine granular flows down inclined planes
  • Bougouin et al (2019) The collapse of a liquid-saturated granular column on a horizontal plane