Abstract: A multi-user collaboration system, and a method of providing the same are disclosed. The method involves creating a workspace to which a plurality of digital materials can be shared by one or more internal users; receiving, from an internal user of the one or more internal users, an external collaboration request to collaborate with an external user type; in response to receiving the external collaboration request: creating a sub-workspace in association with the workspace for the external user type; and assigning a sub-workspace user group to the sub-workspace; and displaying a set of feedback on the one or more digital materials to a user. The sub-workspace is accessible by an external user associated with the external user type to provide a sub-workspace feedback in respect of one or more digital materials of the plurality of digital materials shared to the sub-workspace.

Abstract: A method of object status detection for objects supported by a shelf, from shelf image data, includes: obtaining a plurality of images of a shelf, each image including an indication of a gap on the shelf between the objects; registering the images to a common frame of reference; identifying a subset of the gaps having overlapping locations in the common frame of reference; generating a consolidated gap indication from the subset; obtaining reference data including (i) identifiers for the objects and (ii) prescribed locations for the objects within the common frame of reference; based on a comparison of the consolidated gap indication with the reference data, selecting a target object identifier from the reference data; and generating and presenting a status notification for the target product identifier.

Abstract: A method of improving at least one of quality and yield of a physical process comprises: obtaining values, from respective performances of the physical process, for a plurality of variables associated with the physical process; determining at least one Gaussian mixture model (GMM) representing the values for the variables for the performances of the physical process; based at least in part on the at least one GMM, computing at least one anomaly score for at least one of the variables for at least one of the performances of the physical process; based on the at least one anomaly score, identifying the at least one of the performances of the physical process as an outlier; and, based at least in part on the outlier identification, modifying the at least one of the variables for one or more subsequent performances of the physical process.

Abstract: Systems and techniques provide activity monitoring and selective obfuscation of various fields or categories of information included in traffic between servers providing services and end-user devices accessing such services. The selective obfuscation may account for a user's role and one or more levels of authorization or permission assigned to such a role. More generally, the disclosed techniques provide the ability to selectively restrict end-user access to data included in server responses, such that desired portions of the data are not accessible while other portions of the data are still accessible. An administrator tool may configure the permissions and rules used to decide whether traffic to or from a particular server or service should be selectively obfuscated; and if so, how that traffic should be selectively obfuscated.

Abstract: Embodiments of the invention are directed to a computer-implemented method. A non-limiting example of the computer-implemented method includes accessing, using a processor system, a process-step sequence that includes a plurality process-steps and a plurality of queue-times. A process-step sequence mining operation is applied to the process-step sequence, wherein the process-step sequence mining operation is operable to make a prediction of an impact of a portion of the process-step sequence on a characteristic of a product generated by the process-step sequence.

Abstract: The disclosed systems and techniques enable selectively restricting access of an end-user device to traffic. An example method may include training a machine learning (ML) model using a plurality of instances of historical traffic to classify fields included in the plurality of instances into a plurality of categories of information. The method may further include implementing the ML model by: (i) receiving traffic from a server, the traffic responsive to a request from an end-user device; (ii) identifying a field included in the traffic that corresponds to a category of the plurality of categories by applying the ML model to the traffic; (iii) in response to identifying that the field corresponds to the category, selecting a rule corresponding to the category; (iv) modifying the traffic in accordance with the rule to restrict access to information in the field; and (v) transmitting the modified traffic to the end-user device.

Abstract: Embodiments disclosed herein relate to an infusion cannula for infusion/venting of fluids to/from the eye to control intraocular pressure. The infusion cannula includes a tubular body with a tubular inlet located at a proximal end of the tubular body and a tubular outlet located at a distal end of the tubular body. The tubular outlet is aligned with a first longitudinal axis and configured to extend through a septum of a valved cannula hub. The infusion cannula includes a retention piece extending from or coupled to the tubular body. The retention piece has an annular body surrounding the tubular body at the distal end of the tubular body and configured to be coupled to the valved cannula hub. An inner surface of the annular body has a profile configured to form a snap fit with an overhang formed along an outer surface of the valved cannula hub.

Abstract: One or more first servers can implement an example method including storing, at a memory accessible by the first one or more servers, a primary email address for a user. The method further includes detecting a request, from a client device associated with the user, to access a network resource hosted at a second one or more servers, wherein the network resource is associated with an online service. The method also includes automatically generating a secondary email address for the user that is unique to the online service; and transmitting the secondary email address to the second one or more servers such that the online service receives the secondary email address for the user without receiving the primary email address for the user, thereby enabling the online service to transmit emails to the user despite not receiving the primary email address for the user.

Abstract: A platform configured to secure a service loop of tubing from a fixed position surgical device. The platform allows for avoidance of taping and re-taping of service loops. Additionally, the platform provides stability to the surgical device so as to avoid unintentional changing of position or orientation of the device. This is of particular benefit for an infusion port during eye surgery and other similar devices where orientation of the installed device aids device performance.

Abstract: Systems, apparatuses, and methods are provided for transporting a reticle chamber (pod) for processing. In one example, a system for transporting the pod is disclosed. The system may include a moving apparatus, abase coupled to the moving apparatus, and a gripping ring extending from the base. In some aspects, the gripping ring grips a flange extending from the pod. The moving apparatus moves the base in response to the gripping ring gripping the flange.

Abstract: A system and method for learning a predictive function that can automatically learn different operating modes for a multi-modal system and predict the number of operating states for a multi-modal system and additionally the detailed structure for each state. Once learned, the predictive function (model) can be used to determine a mode of a new sample (an asset). Based on the determined components that maximize a log likelihood function, a mode of the new sample is detected into the model via dependency graphs. One aspect includes enforcing a lower bound for the number of sample points to form an operational mode for an asset. While a mode relates to sample points which maximizes like log-likelihood, an ability is provided to remove artifact modes due to noisy data by considering a sufficient sample data condition and maximizing log-likelihood. Domain knowledge can be incorporated into the model via dependency graphs.

Abstract: A system and method for optimizing materials and devices design. The method includes building machine learning models to predict a quality of target measurements based on an experimental design input by formulating a regularized multi-objective optimization to recommend the final experimental design using a logistic curve for the loss function and a model uncertainty quantification term for the final solution. Alternately, the system and method uses a black-box optimization for optimal process design that includes iteratively building a sequence of surrogate functions, where intermediate designs are generated to improve the quality of the surrogate function. Further a derivative-free optimization is performed that utilizes global optimization techniques (global search) with Gaussian process (local method) with a Bayesian optimization to produce a sequence of designs that leads to an optimal design.

Abstract: Handheld forceps comprising: a body comprising trunk and a first arm and a second arm extending from a base of the trunk coupled at one end and separated from one another at a second end; a rod disposed in the body, the rod comprising a first end positioned in the first arm and a second end positioned in the second arm and forming an apex in the trunk; a compression spring disposed around the apex of the rod in the trunk; and a button coupled to the apex of the rod and protruding through an opening in the trunk. Also a method of using the handheld forceps.

Abstract: A returned stair tread assembly comprises a tread plate, a front nosing and a return nosing fitted flush against each other to form an exposed joint between the front and return nosings, and a device for securing the return nosing to the front nosing and the stair tread plate. The tread plate has a side tongue. The front nosing has a front nosing tongue spaced from a forward end of a side edge surface of the front nosing. The return nosing receiving the front nosing tongue of the front nosing and the side tongue of the stair tread plate therein. A front end of the side groove is spaced from a forward end of the return nosing. The front nosing tongue and the side tongue are disposed in the side groove and configured to slidably connect the stair tread plate and the return nosing.

Abstract: One or more first servers can implement an example method including storing, at a memory accessible by the first one or more servers, a primary email address for a user. The method further includes detecting a request, from a client device associated with the user, to access a network resource hosted at a second one or more servers, wherein the network resource is associated with an online service. The method also includes automatically generating a secondary email address for the user that is unique to the online service; and transmitting the secondary email address to the second one or more servers such that the online service receives the secondary email address for the user without receiving the primary email address for the user, thereby enabling the online service to transmit emails to the user despite not receiving the primary email address for the user.

Abstract: A foot or leg harness is disclosed for use with a means of resistance. The harness provides improved muscle activation for lower body exercises. The foot or leg harness includes a harness portion to attach user. The harness is designed to attach to a means of resistance. The point of resistance is distributed into the harness through an angular strap portion so that resistance for the exercise is encompassing the foot or leg as a unit rather than one particular area.

Abstract: An ultrasonic device for scanning an object, the device having a collar configured for coupling to the object, the collar having an arcuate segment, a carriage coupled to the collar, the carriage configured for displacement along the arcuate segment, a ultrasonic probe unit coupled to the collar and comprising a wedge having a contoured face configured for maintaining conforming contact against a surface of the object, the ultrasonic probe unit configured to emit an ultrasonic beam for transmission through the contoured face of the wedge and into the object, and a position locator coupled to the carriage, the position locator configured to record a position of the ultrasonic probe unit.

Abstract: The disclosed techniques enable selective forwarding and blocking of messages directed to an alias email address based on a whitelist, as well as email alerts triggered by emails from unauthorized senders. More generally, the disclosed techniques enable an enterprise system to store contact emails for users (i.e., alias email addresses) while avoiding storing and managing personal email addresses for the user. For example, the enterprise system may forward personal email addresses to an aliasing server configured to generate alias email addresses based on the personal email addresses. The aliasing server may operate as a “middle man” that receives emails directed to the alias email addresses and that forwards the emails to the personal email addresses (when appropriate). The enterprise system may store and maintain the alias email addresses in lieu of the personal email addresses.

Abstract: A returned stair tread assembly comprises a tread plate, a front nosing and a return nosing fitted flush against each other to form an exposed joint between the front and return nosings, and a device for securing the return nosing to the front nosing and the stair tread plate. The tread plate has a side tongue. The front nosing has a front nosing tongue spaced from a forward end of a side edge surface of the front nosing. The return nosing receiving the front nosing tongue of the front nosing and the side tongue of the stair tread plate therein. A front end of the side groove is spaced from a forward end of the return nosing. The front nosing tongue and the side tongue are disposed in the side groove and configured to slidably connect the stair tread plate and the return nosing.