US 11,836,216 B1
Calculating risk score associated with a physical structure for a natural disaster peril using hazard and vulnerability models
Shanna Marie McIntyre, San Francisco, CA (US); Kevin Anand Stein, San Francisco, CA (US); David Samaan Saah, Pleasanton, CA (US); and Chao Xie, Newcastle, WA (US)
Assigned to Delos Space Corporation, San Francisco, CA (US)
Filed by DELOS SPACE CORPORATION, San Francisco, CA (US)
Filed on Dec. 5, 2019, as Appl. No. 16/705,068.
Claims priority of provisional application 62/775,605, filed on Dec. 5, 2018.
Claims priority of provisional application 62/775,609, filed on Dec. 5, 2018.
Int. Cl. G06F 18/2113 (2023.01); G06F 17/18 (2006.01); G06N 20/20 (2019.01); G06F 18/214 (2023.01); G06F 18/25 (2023.01); G06N 5/01 (2023.01)
CPC G06F 18/2113 (2023.01) [G06F 17/18 (2013.01); G06F 18/214 (2023.01); G06F 18/251 (2023.01); G06N 5/01 (2023.01); G06N 20/20 (2019.01)] 24 Claims
OG exemplary drawing
 
1. A method comprising:
receiving natural disaster risk indicator data, structure data, and property characteristic data;
providing the natural disaster risk indicator data, the structure data, and the property characteristic data to a hazard model or a vulnerability model of a machine learning model trained on historical natural disaster data; and
combining outputs of the hazard model and the vulnerability model to calculate calculating a risk score for a particular natural disaster peril.