Abstract: A system for extracting a plurality of biometric indicators from a user profile stored in a memory of a server, wherein the plurality of biometric indicators is derived from the user using facial recognition and fingerprint analysis. The system embeds the extracted plurality of biometric indicators into an avatar associated with the user. Upon receiving a request from the avatar to access a virtual reality (VR) environment, the system determines one or more biometric indicators from the plurality of biometric indicators embedded into the avatar. The system determines a match by comparing the determined one or more biometric indicators with the corresponding biometric indicators from the user profile stored in the memory. In response to determining the match, the system authenticates the avatar and approves the request to allow the avatar to access the virtual environment.

Abstract: Examples of an operating mechanism of a circuit breaker are described. The operating mechanism includes a housing, a cam element installed on a mechanically driven first shaft, a transmission lever installed on a second shaft parallel to the first shaft, and a support assembly. The transmission lever is provided with a first roller element. The support assembly includes a fork joint that is to support a second roller element and a damper element coupled to the fork joint. During a closing operation of the circuit breaker, the cam element rotates to interact with the first roller element to cause rotation of the transmission lever to close the circuit breaker and rotates further to engage with the second roller element on the fork joint to initiate a closing damper stroke.

Abstract: Aspects of the disclosure relate to distributed ledgers in OTP verification. A computing platform may receive an event processing request. The computing platform may generate a one time password, and record the one time password in a distributed ledger, and send the one time password to a first device. The computing platform may receive, from a second device, the one time password, which may have been sent from the first device to the second device. Using the distributed ledger, the computing platform may validate the one time password, and may record, in the distributed ledger, validation information indicating that the first one time password was validated. Based on validating the first one time password using the distributed ledger, the computing platform may process a requested event, and may notify the second device that the event was processed.

Abstract: Apparatus and methods for detecting non-linear data dependencies in machine learning are provided. The methods may include receiving a data set comprising a plurality of data features, the data set for processing by a machine learning model operating on a machine learning system. The methods may also include plotting the data set in multi-dimensional space and linearizing the plotted, multi-dimensional space by feeding the plotted data to an algorithm programmed to execute the Delaunay triangulation method. The methods may further include receiving from the algorithm the data set linearized in a faceted space and detecting linear correlations in the linearized data set. The methods may additional include identifying a first data feature that has a correlation coefficient with a second data feature that is greater than an accuracy metric and removing the first data feature from the data set to create a reduced data set.

Abstract: Methods for detecting non-linear data dependencies in machine learning using hybrid quantum computing. Methods include receiving a selection of an accuracy metric. Methods include receiving a data set comprising a plurality of data elements for processing by a machine learning model operating on a machine learning system. Methods include identifying a plurality of data elements within each data set. Methods include identifying one or more features for each data element. Methods include determining a total number of features for the data set. Methods include reducing, by a quantum annealing method, based on the accuracy metric, the total number of features to a reduced number of features. Methods include inputting the reduced number of features into the machine learning model. Methods include outputting a result from the machine learning model.

Abstract: Aspects of the disclosure relate to return logistics. A computing platform may process a first request, resulting in first information indicating a first transfer of resources from a buyer of an item to a seller. The computing platform may record, in a distributed ledger, the first information. The computing platform may receive a second request corresponding to another sale of the item, and may process the second request, which may result in second information indicating a second transfer of resources from another buyer to the seller. The computing platform may record, in the distributed ledger, the second information, and may cause the item to be sent from the buyer to the other buyer. The computing platform may identify, using the distributed ledger, that the item has been received by the other buyer, and may cause a third transfer of resources from the seller to the buyer.

Abstract: Aspects of the disclosure relate to distributed ledgers in OTP verification. A computing platform may receive an event processing request. The computing platform may generate a one time password, and record the one time password in a distributed ledger, and send the one time password to a first device. The computing platform may receive, from a second device, the one time password, which may have been sent from the first device to the second device. Using the distributed ledger, the computing platform may validate the one time password, and may record, in the distributed ledger, validation information indicating that the first one time password was validated. Based on validating the first one time password using the distributed ledger, the computing platform may process a requested event, and may notify the second device that the event was processed.

Abstract: Aspects of the disclosure relate to return logistics. A computing platform may process a first request, resulting in first information indicating a first transfer of resources from a buyer of an item to a seller. The computing platform may record, in a distributed ledger, the first information. The computing platform may receive a second request corresponding to another sale of the item, and may process the second request, which may result in second information indicating a second transfer of resources from another buyer to the seller. The computing platform may record, in the distributed ledger, the second information, and may cause the item to be sent from the buyer to the other buyer. The computing platform may identify, using the distributed ledger, that the item has been received by the other buyer, and may cause a third transfer of resources from the seller to the buyer.

Abstract: Systems, computer program products, and methods are described herein for the allocation of resources based on resource attributes and electronic feedback. The present invention may be configured to maintain a database of users, resources, and resource scores; determine resource clusters comprising a group of users with similar resource scores; determine for each user a cluster family, and distribute resources to each user based on the cluster family. The present invention may also be configured to include in the database a list of attribute scores and determine attribute clusters. The present invention may also be configured to determine a similarity between resources and distribute resources based on the similarity between resources.

Abstract: Aspects of the disclosure relate to return logistics. A computing platform may process a first request, resulting in first information indicating a first transfer of resources from a buyer of an item to a seller. The computing platform may record, in a distributed ledger, the first information. The computing platform may receive a second request corresponding to another sale of the item, and may process the second request, which may result in second information indicating a second transfer of resources from another buyer to the seller. The computing platform may record, in the distributed ledger, the second information, and may cause the item to be sent from the buyer to the other buyer. The computing platform may identify, using the distributed ledger, that the item has been received by the other buyer, and may cause a third transfer of resources from the seller to the buyer.

Abstract: Aspects of the disclosure relate to distributed ledgers in OTP verification. A computing platform may receive an event processing request. The computing platform may generate a one time password, and record the one time password in a distributed ledger, and send the one time password to a first device. The computing platform may receive, from a second device, the one time password, which may have been sent from the first device to the second device. Using the distributed ledger, the computing platform may validate the one time password, and may record, in the distributed ledger, validation information indicating that the first one time password was validated. Based on validating the first one time password using the distributed ledger, the computing platform may process a requested event, and may notify the second device that the event was processed.