Recalibration of risk related models impacted by climate

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United States of America Patent

PATENT NO 12061310
APP PUB NO 20230116608A1
SERIAL NO

17496430

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Abstract

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One or more processors may detect that an extreme event that occurred in a first region. One or more processors may determine that the extreme event creates a drift in a probability distribution that is an output of a model associated with the first region. One or more processors may retrain the model associated with the first region using data associated with the extreme event. One or more processors may identify a second region similar to the first region according to a defined correlation threshold. One or more processors may generate data representing potential extreme scenarios for the second region based on the detected extreme event in the first region. One or more processors may retrain a model associated with the second region based on the generated data representing potential extreme scenarios.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Avegliano, Priscilla Barreira Sao Paulo, BR 18 136
Rodrigues, Eduardo Rocha Sao Paulo, BR 12 49
Silva, Bruno Sao Paulo, BR 38 524
Stelmar, Netto Marco Aurelio Sao Paulo, BR 74 320

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