-
公开(公告)号：US20220101277A1
公开(公告)日：2022-03-31
申请号：US17033512
申请日：2020-09-25
Applicant: X Development LLC
Inventor： Diosdado Rey Banatao , Karen R. Davis , Neil Treat , Artem Goncharuk , Charles Spirakis , Sujit Sanjeev , Gearoid Murphy , Lance Co Ting Keh , Rebecca Radkoff , Taoran Dai
Abstract: Systems and methods for managing chemical recycling processes include accessing characterization data of a feedstock, the characterization data comprising one or more spectra collected according to one or more spectroscopic methods. The methods include predicting, using the characterization data, a set of constituent materials included in the feedstock. The methods include predicting a material composition of the feedstock using the predicted set of constituent materials. The methods include identifying, at least in part using the predicted material composition of the feedstock, one or more target products. The methods include generating a set of chemical reaction schemas enabling a conversion of at least part of the feedstock into the one or more target products. The methods also include storing identifications of the material composition of the feedstock, the one or more target products, and the set of chemical reaction schemas in a data store.
-
公开(公告)号：US12153177B2
公开(公告)日：2024-11-26
申请号：US18459153
申请日：2023-08-31
Applicant: X Development LLC
Inventor： Allen Richard Zhao , Kenton Lee Prindle , Kevin Forsythe Smith , Artem Goncharuk
Abstract: This disclosure describes a system and method for generating images and location data of a subsurface object using existing infrastructure as a source. Many infrastructure objects (e.g., pipes, cables, conduits, wells, foundation structures) are constructed of rigid materials and have a known shape and location. Additionally these infrastructure objects can have exposed portions that are above or near the surface and readily accessible. A signal generator can be affixed to the exposed portion of the infrastructure object, which induces acoustic energy, or vibrations in the object. The object with affixed signal generator can then be used as a source in performing a subsurface imaging of subsurface objects, which are not exposed.
-
公开(公告)号：US20240070459A1
公开(公告)日：2024-02-29
申请号：US18456792
申请日：2023-08-28
Applicant: X Development LLC
Inventor： Artem Goncharuk , Robert Clapp , Kevin Forsythe Smith , Shiang Yong Looi , Ananya Gupta , Joses Bolutife Omojola , Min Jun Park
Abstract: This disclosure describes a system and method for effectively training a machine learning model to identify features in DAS and/or seismic imaging data with limited or no human labels. This is accomplished using a masked autoencoder (MAE) network that is trained in multiple stages. The first stage is a self-supervised learning (SSL) stage where the model is generically trained to predict data that has been removed (masked) from an original dataset. The second stage involves performing additional predictive training on a second dataset that is specific to a particular geographic region, or specific to a certain set of desired features. The model is fine-tuned using labeled data in order to develop feature extraction capabilities.
-
24.发明公开公开(公告)号：US20230324284A1
公开(公告)日：2023-10-12
申请号：US18329993
申请日：2023-06-06
Applicant: X Development LLC
Inventor： Gearoid Murphy , Diosdado Rey Banatao , Artem Goncharuk , Neil Treat
IPC: G01N21/25 , G01N21/3563 , G01N33/44 , G06N3/126
CPC classification number: G01N21/255 , G06N3/126 , G01N33/442 , G01N21/3563
Abstract: Techniques for selecting a spectroscopic light source include obtaining a light source dataset and a spectroscopic dataset, initializing a genetic algorithm, selecting a first individual solution and a second individual solution from an initial generation of solutions, generating a new individual solution from the first and second individual solutions by combining their respective chromosome encodings, evaluating a specificity of the new individual solution to a target material, adding the new individual solution to a new generation of solutions, populating the new generation of solutions with a plurality of additional individual solutions, generating one or more descendent generations of solutions by iterating the genetic algorithm, selecting one or more implementation individual solutions exhibiting a threshold specificity to the target material, and outputting the one or more implementation individual solutions.
-
公开(公告)号：US20230125404A1
公开(公告)日：2023-04-27
申请号：US18049148
申请日：2022-10-24
Applicant: X Development LLC
Inventor： Kevin Forsythe Smith , Artem Goncharuk , Allen Richard Zhao , Jonathan Gray Wilfong
IPC: G01N33/00
Abstract: A carbon dioxide (CO2) sequestration sensor system includes an underground sub-assembly including one or more sensors configured to detect at least one attribute associated with CO2 sequestration below a terranean surface; and an above-ground sub-assembly positionable on the terranean surface proximate the underground sub-assembly and including at least one controller communicably coupled to the one or more sensors.
-
Patent Agency Ranking
公开(公告)号：US20230065981A1
公开(公告)日：2023-03-02
申请号：US18047127
申请日：2022-10-17
Applicant: X Development LLC
Inventor： Neil David Treat , Thomas Peter Hunt , Artem Goncharuk , Karen R Davis , Vikram Neal Sahney
Abstract: Techniques for improving a blast pattern at a mining site include conducting an initial blast and recording the initial blast as a high speed optical video. The high speed optical video, and the blast pattern used in the initial blast are sent as inputs to a machine learning model, which correlates one or more characteristics of the region being blasted with measurements associated with characteristics of the region being blasted obtained from the high speed optical video. The machine learning model can then determine an improved blast pattern based on the correlation made. This improved blast pattern can be displayed on a user computing device, or transmitted to a drilling system to automatically drill the improved blast pattern for subsequent blasts.
-
公开(公告)号：US20220347725A1
公开(公告)日：2022-11-03
申请号：US17832910
申请日：2022-06-06
Applicant: X Development LLC
Inventor： Thomas Peter Hunt , Neil David Treat , Karen R. Davis , Artem Goncharuk , Vikram Neal Sahney
Abstract: Techniques for processing ore include the steps of causing an imaging capture system to record a plurality of images of a stream of ore fragments en route from a first location in an ore processing facility to a second location in the ore processing facility; correlating the plurality of images of the stream of ore fragments with at least one or more characteristics of the ore fragments using a machine learning model that includes a plurality of ore parameter measurements associated with the one or more characteristics of the ore fragments; determining, based on the correlation, at least one of the one or more characteristics of the ore fragments; and generating, for display on a user computing device, data indicating the one or more characteristics of the ore fragments or data indicating an action or decision based on the one or more characteristics of the ore fragments.
-
公开(公告)号：US11353394B2
公开(公告)日：2022-06-07
申请号：US16948760
申请日：2020-09-30
Applicant: X Development LLC
Inventor： Gearoid Murphy , Artem Goncharuk , Lance Co Ting Keh , Diosdado Rey Banatao , Sujit Sanjeev
Abstract: The present disclosure relates to techniques for deformulating the spectra of arbitrary compound formulations such as polymer formulations into their chemical components. Particularly, aspects of the present disclosure are directed to obtaining an initial set of spectra for a plurality of samples comprising pure samples and composite samples, constructing a basis set of spectra for a plurality of pure samples based on the initial set of spectra, and providing or outputting the basis set of spectrum. The basis set of spectra is constructed in an iterative process that attempts to decompose, using a decomposition algorithm or model, the spectrum from the initial set of spectra in order to differentiate the pure samples from the composite samples. The basis set of spectra may then be used to deduce the composition of a material from a spectrogram.
-
公开(公告)号：US20250077566A1
公开(公告)日：2025-03-06
申请号：US18816539
申请日：2024-08-27
Applicant: X Development LLC
Inventor： Ananya Gupta , Gearoid Murphy , Artem Goncharuk , Akshina Gupta , Haoyu Zhang , Adrian Walker
IPC: G06F16/387 , G06F40/284
Abstract: Implementations are described herein for automatically generating multimodal geospatial workflows for accomplishing geospatial tasks. In various implementations, a natural language request may be processed based on generative model(s) such as LLM(s) to generate workflow output tokens that identify high-level actions for completing a geospatial task conveyed in the natural language request. First data indicative of the high-level actions may be processed using one or more of the generative models to generate dataset output tokens that identify responsive dataset(s) that likely contain data responsive to the geospatial task. Second data indicative of both the high-level actions and the responsive dataset(s) may be processed based on one or more of the generative models to generate data manipulation output tokens that identify data manipulation instructions for assembling data from the responsive dataset(s) into a response that fulfills the geospatial task.
-
30.发明申请公开(公告)号：US20240369726A1
公开(公告)日：2024-11-07
申请号：US18654765
申请日：2024-05-03
Applicant: X Development LLC
Inventor： Alex S. Miller , Robert Clapp , Artem Goncharuk , Kevin Forsythe Smith , Joseph Hollis Sargent , Shane Washburn , Jonathan Gray Wilfong , Allen Richard Zhao , Jonathan Blair Ajo-Franklin
Abstract: A system includes a mobile vehicle including a geolocator and an active acoustic source configured to generate acoustic wave energy directed toward a fiber optic network that includes one or more fiber optic cables and a distributed acoustic sensing (DAS) interrogator communicably coupled to the one or more fiber optic cables; and a control system. The control system is configured to perform operations including acquiring a signal from the DAS interrogator in response to the acoustic wave energy generated from the active acoustic energy source during movement of the mobile vehicle on or above the terranean surface; determining a geolocation of the mobile vehicle from the geolocator during or subsequent to acquisition of the signal from the DAS interrogator; and determining a location of the at least one fiber optic cable based on the determined geolocation of the mobile vehicle during acquisition of the signal from the DAS interrogator.
-
-
-
-
-
-
-
-
-
Search Results
37
records
(took 0.018 seconds)
