公开(公告)号：US11604305B2

公开(公告)日：2023-03-14

申请号：US17066517

申请日：2020-10-09

Applicant: International Business Machines Corporation

Inventor： Campbell D Watson ,  Mukul Tewari ,  Lloyd A Treinish ,  Eli Michael Dow

IPC: G01W1/10 ,  G06N20/00

Abstract: Classifying land use by receiving geographic data and land use data for a geographic area, receiving surface temperature data for the geographic area, mapping the geographic data and temperature data to a set of map grid cells, determining temperature statistics for each map grid cell, training a machine learning model according to the land use data and temperature statistics, and classifying land use for map grid cells of a different geographic area according to the machine learning model.

公开(公告)号：US20220229185A1

公开(公告)日：2022-07-21

申请号：US17151514

申请日：2021-01-18

Applicant: International Business Machines Corporation

Inventor： Eli Michael Dow ,  Michael E Henderson ,  Campbell D Watson ,  Guillaume A.R. AUGER

IPC: G01S17/89

Abstract: Method, apparatus, and computer program product are provided for generating synthetic bathymetry using one or more fractal techniques. In some embodiments, real terrain data generated from sensor-based measurement of terrain associated with but outside a water body are received. This data may include, for example, real terrain data generated from sensor-based measurement (e.g., LiDAR) of at least a portion of an area proximate the water body. One or more fractal dimensions is/are extracted from the real terrain data, and synthetic bathymetry of the water body is generated based on the one or more fractal dimensions using one or more fractal terrain generation techniques. In some embodiments, one or more simulated geological processes is/are applied to the synthetic bathymetry. For example, a simulated sedimentation process and/or a simulated erosion process may be applied to soften the synthetic bathymetry.

公开(公告)号：US11173835B2

公开(公告)日：2021-11-16

申请号：US16458249

申请日：2019-07-01

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

Inventor： Eli Michael Dow ,  Campbell D Watson ,  Marco Aurelio Stelmar Netto

IPC: B60Q9/00 ,  B60T7/12 ,  H04W4/06 ,  B60T8/172 ,  B60T8/174

Abstract: A method, a computer program product, and a computer system notify passengers of an imminent brake event of a vehicle. The method includes determining that the imminent brake event is about to occur. The method includes determining a delay value to be applied to a brake system of the vehicle. The method includes determining a safety threshold associated with the imminent brake event based on at least one of conditions of the vehicle and surroundings of the vehicle. As a result of the delay value being less than the safety threshold, the method includes postponing use of the brake system for a duration corresponding to the delay value. The method includes broadcasting a notification to the passengers of the imminent brake event.

公开(公告)号：US11080141B2

公开(公告)日：2021-08-03

申请号：US16253267

申请日：2019-01-22

Applicant: International Business Machines Corporation

Inventor： Fearghal O'donncha ,  Ernesto Arandia ,  Eli Michael Dow ,  Frank Liu ,  Campbell D Watson

IPC: G06F11/14 ,  G06F30/20

Abstract: A simulation model recovery method, system, and computer program product include initiating a simulation model, during an operation of a model, periodically writing a solution space of the model to a checkpoint restart file, during an operation of the model, periodically writing diagnostic information on model progression to a log file, detecting a failure of the model, based on the log of the model, determining a time of the failure, based on the model outputs and restart files, determining a period of a numerical instability preceding the failure, selecting a checkpoint of the model preceding the period of the numerical instability, based on the numerical instability and diagnostic information in log files, modifying a configuration of the model, and restarting the model based on the selected checkpoint and the modified configuration.