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公开(公告)号：US20230214690A1
公开(公告)日：2023-07-06
申请号：US18182240
申请日：2023-03-10
发明人： Jeremy Elser , Andrew Floren , Aditya Naganath
摘要： A computer-implemented method is provided to predict one or more expected quantities using a machine learning model. The method system may comprise steps to receive a set of data items associated with one or more characteristics, generate or train a machine learning model using the set of data items and associated characteristics, receive one or more sets of simulation parameters from a user indicating a hypothetical scenario and a time period, and generate user interface data. The user interface data may comprise a time-based chart illustrating the respective time periods. The computing system may further apply machine learning model to the set of simulation parameters to predict a set of expected quantities based on the simulation parameters, aggregate one or more types of expected quantities from the set of expected quantities to determine one or more combined quantities, and include in the user interface indications of the one or more combined quantities. The computing system may then cause the user interface to be presented. In some implementations of the method as disclosed herein, receiving the data items may comprise retrieving one or more discrete events from a data source, and converting the one or more discrete events into one or more continuous quantities.
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公开(公告)号：US11650728B2
公开(公告)日：2023-05-16
申请号：US17447105
申请日：2021-09-08
发明人： Andrew Floren , Feridun Arda Kara , Adil Majid , Ted Mabrey , Thomas McArdle , Timothy Slatcher , Christopher Martin , Thomas Pearson , Jesse Rickard , Gabriel Boning , Joh Reeves , David Skiff , Adam Storr , Vipul Shekhawat , Sander Kromwijk
IPC分类号： G06F3/0484 , G06F3/04847
CPC分类号： G06F3/04847
摘要： Systems, computer program products, and computer-implemented methods for visualizing and interacting with a plurality of models that collectively represent a real-world system depicted in a graphical user interface. The system described herein may generate an interactive graphical user interface with multiple modes and a plurality of panels associated with the plurality of models. These panels and modes lay the framework for how a user can properly visualize and analyze the models at a particular point in time or over a period of time. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of models that collectively represent a real-world system be interacted with and visualized by a graphical user interface.
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公开(公告)号：US11816555B2
公开(公告)日：2023-11-14
申请号：US17171898
申请日：2021-02-09
发明人： Jesse Rickard , Andrew Floren , Timothy Slatcher , David Skiff , Thomas McArdle , David Fowler , Aravind Baratha Raj
摘要： Systems, computer program products, and computer-implemented methods for determining relationships between one or more outputs of a first model and one or more inputs of a second model that collectively represent a real world system, and chaining the models together. For example, the system described herein may determine how to chain a plurality of models by training an artificial intelligence system using the nodes of the models such that the trained artificial intelligence system predicts related output and input node connections. The system may then link related nodes to chain the models together. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of discrete models to be optimally chained.
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公开(公告)号：US20230259263A1
公开(公告)日：2023-08-17
申请号：US18297490
申请日：2023-04-07
发明人： Andrew Floren , Feridun Arda Kara , Adil Majid , Ted Mabrey , Thomas McArdle , Timothy Slatcher , Christopher Martin , Thomas Pearson , Jesse Rickard , Gabriel Boning , Joh Reeves , David Skiff , Adam Storr , Vipul Shekhawat , Sander Kromwijk
IPC分类号： G06F3/04847
CPC分类号： G06F3/04847
摘要： Systems, computer program products, and computer-implemented methods for visualizing and interacting with a plurality of models that collectively represent a real-world system depicted in a graphical user interface. The system described herein may generate an interactive graphical user interface with multiple modes and a plurality of panels associated with the plurality of models. These panels and modes lay the framework for how a user can properly visualize and analyze the models at a particular point in time or over a period of time. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of models that collectively represent a real-world system be interacted with and visualized by a graphical user interface.
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公开(公告)号：US20240037374A1
公开(公告)日：2024-02-01
申请号：US18483056
申请日：2023-10-09
发明人： Jesse Rickard , Andrew Floren , Timothy Slatcher , David Skiff , Thomas McArdle , David Fowler , Aravind Baratha Raj
摘要： Systems, computer program products, and computer-implemented methods for determining relationships between one or more outputs of a first model and one or more inputs of a second model that collectively represent a real world system, and chaining the models together. For example, the system described herein may determine how to chain a plurality of models by training an artificial intelligence system using the nodes of the models such that the trained artificial intelligence system predicts related output and input node connections. The system may then link related nodes to chain the models together. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of discrete models to be optimally chained.
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公开(公告)号：US20220075515A1
公开(公告)日：2022-03-10
申请号：US17447105
申请日：2021-09-08
发明人： Andrew Floren , Feridun Arda Kara , Adil Majid , Ted Mabrey , Thomas McArdle , Timothy Slatcher , Christopher Martin , Thomas Pearson , Jesse Rickard , Gabriel Boning , Joh Reeves , David Skiff , Adam Storr , Vipul Shekhawat , Sander Kromwijk
IPC分类号： G06F3/0484
摘要： Systems, computer program products, and computer-implemented methods for visualizing and interacting with a plurality of models that collectively represent a real-world system depicted in a graphical user interface. The system described herein may generate an interactive graphical user interface with multiple modes and a plurality of panels associated with the plurality of models. These panels and modes lay the framework for how a user can properly visualize and analyze the models at a particular point in time or over a period of time. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of models that collectively represent a real-world system be interacted with and visualized by a graphical user interface.
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公开(公告)号：US20210248447A1
公开(公告)日：2021-08-12
申请号：US17171898
申请日：2021-02-09
发明人： Jesse Rickard , Andrew Floren , Timothy Slatcher , David Skiff , Thomas McArdle , David Fowler , Aravind Baratha Raj
摘要： Systems, computer program products, and computer-implemented methods for determining relationships between one or more outputs of a first model and one or more inputs of a second model that collectively represent a real world system, and chaining the models together. For example, the system described herein may determine how to chain a plurality of models by training an artificial intelligence system using the nodes of the models such that the trained artificial intelligence system predicts related output and input node connections. The system may then link related nodes to chain the models together. The systems, computer program products, and computer-implemented methods may thus, according to various embodiments, enable a plurality of discrete models to be optimally chained.
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