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

IPC: G01N21/31 ,  G01J3/28 ,  G16C20/20 ,  G01N33/52

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：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

IPC: G06Q10/00 ,  G06T7/00 ,  G06F16/21 ,  G06N20/00 ,  G01J3/28

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：US11630057B2

公开(公告)日：2023-04-18

申请号：US17658765

申请日：2022-04-11

Applicant: X Development LLC

Inventor： Gearoid Murphy ,  Artem Goncharuk ,  Lance Co Ting Keh ,  Diosdado Rey Banatao ,  Sujit Sanjeev

IPC: G01N21/31 ,  G16C20/20 ,  G01J3/28 ,  G01N33/52

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：US20220236171A1

公开(公告)日：2022-07-28

申请号：US17658765

申请日：2022-04-11

Applicant: X Development LLC

Inventor： Gearoid Murphy ,  Artem Goncharuk ,  Lance Co Ting Keh ,  Diosdado Rey Banatao ,  Sujit Sanjeev

IPC: G01N21/31 ,  G16C20/20 ,  G01J3/28

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：US20220099566A1

公开(公告)日：2022-03-31

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

IPC: G01N21/31

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.