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：US11781972B2

公开(公告)日：2023-10-10

申请号：US16949601

申请日：2020-11-05

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 ,  G01N21/3563 ,  G01N33/442 ,  G06N3/126

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：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：US20220136959A1

公开(公告)日：2022-05-05

申请号：US16949601

申请日：2020-11-05

Applicant: X Development LLC

Inventor： Gearoid Murphy ,  Diosdado Rey Banatao ,  Artem Goncharuk ,  Neil Treat

IPC: G01N21/25 ,  G01N21/3563 ,  G01N33/44 ,  G06N3/12

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.