48 patents
Utility
Systems and Methods for Event Assignment of Dynamically Changing Islands
18 Jan 24
The present disclosure provides systems and methods that may advantageously apply machine learning to detect and ascribe network interruptions to specific components or nodes within the network.
Jeremy Kolter, Giuseppe Barbaro`, Mehdi Maasoumy Haghighi, Henrik Ohlsson, Umashankar Sandilya
Filed: 22 Sep 23
Utility
Predictive segmentation of customers
21 Nov 23
A computer system receives customer records listing customer attributes and an adoption status of the customer, such as whether the customer has enrolled in a particular energy efficiency program.
Adrian Albert, Mehdi Maasoumy Haghighi
Filed: 17 Nov 20
Utility
Artificial intelligence transaction risk scoring and anomaly detection
7 Nov 23
The present disclosure provides systems and methods that may advantageously apply machine learning to accurately identify and investigate potential money laundering.
Romain Florian Juban, Adrian Conrad Rami, Anton Rubisov, Thomas M. Siebel
Filed: 4 Feb 22
Utility
Systems and Methods for Full History Dynamic Network Analysis
26 Oct 23
Provided herein are methods and systems for determining a historical state of a dynamic network.
Henrik Ohlsson, Umashankar Sandilya, Mehdi Maasoumy Haghighi
Filed: 28 Jun 23
Utility
Machine Learning-based Optimization of Thermodynamic Power Generation
19 Oct 23
A method includes analyzing information to be processed, where analyzing the information includes classifying invalid data contained in the information and substituting replacement data in place of at least some of the invalid data in the information.
Timothy P. Holtan, Qiwei Li, Shouvik Mani, Suman Tripathy
Filed: 13 Apr 23
Utility
Systems and methods for event assignment of dynamically changing islands
10 Oct 23
The present disclosure provides systems and methods that may advantageously apply machine learning to detect and ascribe network interruptions to specific components or nodes within the network.
Jeremy Kolter, Giuseppe Barbaro, Mehdi Maasoumy Haghighi, Henrik Ohlsson, Umashankar Sandilya
Filed: 20 Sep 21
Utility
Systems and methods for event assignment of dynamically changing islands
3 Oct 23
The present disclosure provides systems and methods that may advantageously apply machine learning to detect and ascribe network interruptions to specific components or nodes within the network.
Jeremy Kolter, Giuseppe Barbaro, Mehdi Maasoumy Haghighi, Henrik Ohlsson, Umashankar Sandilya
Filed: 4 May 22
Utility
Resource-task Network (Rtn)-based Templated Production Schedule Optimization (Pso) Framework
21 Sep 23
A method includes using templates to identify constraints and terms of at least one objective function associated with at least a portion of one or more processing targets At least one of the templates is based on a resource-task network (RTN) representation of resource nodes and task nodes associated with at least the portion of the one or more processing targets.
Zhaoyang Jin, Robert S. Young, Gabriele Boncoraglio, Yimin Liu, Bhavya Kaushik, Akshay Punhani, Alex Amato, Pauline M. Brunet, Zhaoxi Zhang
Filed: 31 Jan 23
Utility
Intelligent Data Processing System with Metadata Generation from Iterative Data Analysis
21 Sep 23
A method includes obtaining a first data model from a data exploration phase performed in a first environment, where the first data model includes first metadata.
David Tchankotadze, Rohit Pawankumar Sureka, Andrew Joseph Fitch, Cherif Jazra, Edward Leslie Chayes, Manas Talukdar, Romain F. Juban, Amir Hossein Delgoshaie, Shivasankaran Somasundaram
Filed: 16 Mar 23
Utility
Intelligent Data Processing System with Multi-interface Frontend and Backend
21 Sep 23
A method includes identifying a sequence of transformations to be performed on an input dataset via a user interface.
David Tchankotadze, Rohit P. Sureka, Andrew J. Fitch, Cherif Jazra, Dylan P. Huang, Edward L. Chayes, Manas Talukdar, Shivasankaran Somasundaram
Filed: 18 Mar 22
Utility
Artificial Intelligence-based System Implementing Proxy Models for Physics-based Simulators
21 Sep 23
A simulation method includes providing a physics-based simulation model including model parameters for simulating a physical process using input data from different sources of operational data including time series data, the physics-based simulation model generating output data including simulated predictions that are calculated using the model parameters, an artificial intelligence (AI)-based-system including an AI-based proxy model.
Philippe Ivan S. Wellens, Amir Hossein Delgoshaie
Filed: 21 Mar 22
Utility
Machine Learning Pipeline Generation and Management
21 Sep 23
A method includes generating an authoring representation of a machine learning pipeline based on a received input, where the authoring representation is configured to manage one or more machine learning operations.
Phoebus Chen, Dennis Wang, Harald Weppner, Aliakbar Panahi, Saumya Saran, Kleoni Ioannidou, Louis Poirier
Filed: 16 Mar 23
Utility
Metadata-driven Feature Store for Machine Learning Systems
21 Sep 23
A method includes identifying one or more transformations to be applied in order to generate one or more features or feature sets.
David Tchankotadze, Rohit P. Sureka, Rahul Yadav, Siddharth Viswanathan, Jeffrey M. Fischer
Filed: 18 Mar 22
Utility
Data Augmentation for Engineering Schematic Training Data Used with Machine Learning Models
21 Sep 23
A method includes obtaining training data having at least one training engineering schematic containing multiple known symbols, where different ones of the known symbols represent different types of equipment.
Zhaoxi Zhang, Amir H. Delgoshaie, Chih-Hsu Lin, Shouvik Mani
Filed: 18 Mar 22
Utility
Entity Relation Strength Identification Using Spatiotemporal Data
21 Sep 23
A method includes obtaining information associated with multiple collocation events.
Chih-Hsu Lin, Franklin Q. Ye, Romain F. Juban, Bryan C. Anderson
Filed: 21 Mar 22
Utility
Data-efficient Object Detection of Engineering Schematic Symbols
21 Sep 23
A method includes obtaining an engineering schematic containing multiple symbols and connections involving the symbols, where different ones of the symbols in the engineering schematic represent different types of equipment.
Zhaoxi Zhang, Amir H. Delgoshaie, Chih-Hsu Lin, Shouvik Mani
Filed: 18 Mar 22
Utility
Enterprise Cybersecurity Ai Platform
14 Sep 23
A method includes obtaining data associated with operation of a monitored system.
Thomas M. Siebel, Aaron W. Brown, Varun Badrinath Krishna, Nikhil Krishnan, Ansh J. Hirani
Filed: 10 Mar 22
Utility
Systems and methods for full history dynamic network analysis
15 Aug 23
Provided herein are methods and systems for determining a historical state of a dynamic network.
Henrik Ohlsson, Umashankar Sandilya, Mehdi Maasoumy Haghighi
Filed: 30 Apr 21
Utility
Systems and methods for inventory management and optimization
4 Apr 23
The present disclosure provides systems and methods that may advantageously apply machine learning to accurately manage and predict inventory variables with future uncertainty.
Henrik Ohlsson, Gowtham Bellala, Sina Khoshfetrat Pakazad, Dibyajyoti Banerjee, Nikhil Krishnan
Filed: 9 Jul 19
Utility
Ai-based Hyperparameter Tuning In Simulation-based Optimization
30 Mar 23
A method includes identifying, using at least one processor, uncertainty distributions for multiple variables.
Zhaoyang Jin, Mehdi Maasoumy Haghighi, Zeshi Zheng
Filed: 16 Sep 22