Abstract: Robotic systems and methods for collecting trash are provided. The robotic system includes a vehicle, a camera, a trash collection unit, an actuator, and a controller. The vehicle includes a drive. The camera moves with the vehicle to capture images of the trash while the vehicle moves along ground. The trash collection unit is carried by the vehicle to collect the trash. The trash collection unit includes a vacuum pump and a collection conduit. The actuator is operatively coupled to the collection conduit to adjust a position of the collection conduit relative to the vehicle to position the collection conduit adjacent to the trash to collect the trash. The controller is coupled to the drive, the camera, the trash collection unit, and the actuator to coordinate movement of the vehicle, positioning of the collection conduit, and operation of the vacuum pump to collect the trash.

Abstract: Planning tools for surgery, particularly for THA, are provided. Images of musculoskeletal structure of a patient (e.g. associated with respective planes and in a same or different functional position) may be displayed together and via co-registration and spatial transformations, 3D implants or other objects may be rendered and overlaid in a same position correctly with respect to each image. The 3D implant may be fit (e.g. via handles or automatically using image processing) to an existing implant in the patient and moved to other positions, for example, to measure the existing position or plan for an initial or new position. Measures may be represented with respect to various planes associated with the respective image and/or with respect to an existing implant.

Abstract: Various embodiments are directed to processing and executing digital asset transfers between two users. An example method includes receiving a data object defining a digital asset transfer, and the data object may be a query from the first user to initiate an outbound transfer to a second user or an approval of a request for digital asset units from the second user. The method further includes retrieving account balance data objects associated with the digital asset accounts for the first and second users. The method further includes, responsive to determining that the digital asset transfer satisfies one or more transfer conditions, executing the digital asset transfer by executing a closed-loop debit from the first user and executing a closed-loop credit to the second user. The method further includes updating the account balance data object to reflect the resulting balances of each digital asset account.

Abstract: A soybean cultivar designated 13030601 is disclosed. The invention relates to the seeds of soybean cultivar 13030601, to the plants of soybean cultivar 13030601, to the plant parts of soybean cultivar 13030601, and to methods for producing progeny of soybean cultivar 13030601. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 13030601. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 13030601, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 13030601 with another soybean cultivar.

Abstract: A soybean cultivar designated 14110213 is disclosed. The invention relates to the seeds of soybean cultivar 14110213, to the plants of soybean cultivar 14110213, to the plant parts of soybean cultivar 14110213, and to methods for producing progeny of soybean cultivar 14110213. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 14110213. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 14110213, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 14110213 with another soybean cultivar.

Abstract: A soybean cultivar designated 12140843 is disclosed. The invention relates to the seeds of soybean cultivar 12140843, to the plants of soybean cultivar 12140843, to the plant parts of soybean cultivar 12140843, and to methods for producing progeny of soybean cultivar 12140843. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 12140843. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 12140843, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 12140843 with another soybean cultivar.

Abstract: A soybean cultivar designated 12320213 is disclosed. The invention relates to the seeds of soybean cultivar 12320213, to the plants of soybean cultivar 12320213, to the plant parts of soybean cultivar 12320213, and to methods for producing progeny of soybean cultivar 12320213. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 12320213. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 12320213, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 12320213 with another soybean cultivar.

Abstract: A soybean cultivar designated 11330507 is disclosed. The invention relates to the seeds of soybean cultivar 11330507, to the plants of soybean cultivar 11330507, to the plant parts of soybean cultivar 11330507, and to methods for producing progeny of soybean cultivar 11330507. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 11330507. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 11330507, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 11330507 with another soybean cultivar.

Abstract: A soybean cultivar designated 12430433 is disclosed. The invention relates to the seeds of soybean cultivar 12430433, to the plants of soybean cultivar 12430433, to the plant parts of soybean cultivar 12430433, and to methods for producing progeny of soybean cultivar 12430433. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 12430433. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 12430433, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 12430433 with another soybean cultivar.

Abstract: A soybean cultivar designated 10170604 is disclosed. The invention relates to the seeds of soybean cultivar 10170604, to the plants of soybean cultivar 10170604, to the plant parts of soybean cultivar 10170604, and to methods for producing progeny of soybean cultivar 10170604. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 10170604. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 10170604, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 10170604 with another soybean cultivar.

Abstract: Provided are computing systems, methods, and platforms that automatically produce production-ready machine learning models and deployment pipelines from minimal input information such as a raw training dataset. In particular, one example computing system can import a training dataset associated with a user. The computing system can execute an origination machine learning pipeline to perform a model architecture search that selects and trains a machine learning model for the training dataset. Execution of the origination machine learning pipeline can also result in generation of a deployment machine learning pipeline configured to enable deployment of the machine learning model (e.g., running the machine learning model to produce inferences and/or optionally other tasks such as re-training and/or re-tuning the model).

Abstract: A soybean cultivar designated 12040851 is disclosed. The invention relates to the seeds of soybean cultivar 12040851, to the plants of soybean cultivar 12040851, to the plant parts of soybean cultivar 12040851, and to methods for producing progeny of soybean cultivar 12040851. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 12040851. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 12040851, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 12040851 with another soybean cultivar.

Abstract: A soybean cultivar designated 13170654 is disclosed. The invention relates to the seeds of soybean cultivar 13170654, to the plants of soybean cultivar 13170654, to the plant parts of soybean cultivar 13170654, and to methods for producing progeny of soybean cultivar 13170654. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 13170654. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 13170654, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 13170654 with another soybean cultivar.

Abstract: A soybean cultivar designated 16101654 is disclosed. The invention relates to the seeds of soybean cultivar 16101654, to the plants of soybean cultivar 16101654, to the plant parts of soybean cultivar 16101654, and to methods for producing progeny of soybean cultivar 16101654. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 16101654. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 16101654, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 16101654 with another soybean cultivar.

Abstract: A transparent conductive film (TCF) and methods for creating the TCF. The TCF includes a substrate having a surface, a metal mesh layer over at least a portion of the surface of the substrate, and a conductive layer over the metal mesh layer. The conductive layer includes carbon nanotubes and a binder.

Abstract: Various embodiments of the present disclosure are generally directed to processing conversions of digital assets to fiat currency. An example method includes obtaining a conversion rate for a digital asset via an API, providing the conversion rate via a client device, receiving a digital asset conversion request and executing a digital asset conversion within a configurable time period. Executing the digital asset conversion includes causing digital asset units to be debited from the digital asset user account and causing fiat currency units to be credited to a fiat currency user account. The method further includes dynamically providing a notification of execution of the digital asset conversion via the client device, updating account balance data objects associated with the digital asset user account and the fiat currency user account, and subsequent to executing the digital asset conversion, executing a fiat currency transaction (e.g., a settlement) with a digital asset exchange system.

Abstract: The present invention provides a multi-chamber plasma processing system. A load lock chamber having an atmospheric gate valve and a vacuum gate valve is operatively connected to a transport chamber through the vacuum gate valve. A process chamber is mounted on the load lock chamber wherein the process chamber has only one gate valve that is positioned between the transport chamber and the process chamber. The process chamber does not have an atmospheric gate valve. A substrate handling robot is mounted within the transport chamber and operatively communicates with the load lock chamber through the vacuum gate valve and operatively communicates with the process chamber through the only gate valve of the process chamber.

Abstract: A soybean cultivar designated 00231732 is disclosed. The invention relates to the seeds of soybean cultivar 00231732, to the plants of soybean cultivar 00231732, to the plant parts of soybean cultivar 00231732, and to methods for producing progeny of soybean cultivar 00231732. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 00231732. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 00231732, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 00231732 with another soybean cultivar.

Abstract: There is provided a method to perform bone resection using a planer. Under guidance of a surgical navigation system, and, optionally, under command of a robotic system, a trackable surgical instrument is guided to a target pose on a target bone. The bone may be a femur or tibia in a TKA. The trackable instrument comprises a drill or a pin guide for mounting a pair of pins, preferably graduated pins to select a resection depth. A pin end is inserted into the planer and the planer operated to resect until the pin end bottoms out. A robot may command movement of the trackable instrument to the target pose. The target pose may be received or determined from surgical pre-planning or intra-operative activities such as tracked measurements, user input, etc. The navigation system presents information such as measurements and/or image overlays to guide the placement.

Abstract: Various embodiments of the present disclosure are generally directed to processing conversions of digital assets to fiat currency. An example method includes obtaining a conversion rate for a digital asset via an API, providing the conversion rate via a client device, receiving a digital asset conversion request and executing a digital asset conversion within a configurable time period. Executing the digital asset conversion includes causing digital asset units to be debited from the digital asset user account and causing fiat currency units to be credited to a fiat currency user account. The method further includes dynamically providing a notification of execution of the digital asset conversion via the client device, updating account balance data objects associated with the digital asset user account and the fiat currency user account, and subsequent to executing the digital asset conversion, executing a fiat currency transaction (e.g., a settlement) with a digital asset exchange system.