Abstract: The invention relates to a bruxism detection and feedback system comprising an in-ear device having an in-ear portion and a feedback device. The in-ear device comprises a heart rate sensor and/or a breathing rate sensor and a bruxism sensor. The bruxism detection and feedback device further comprises a processor connected to the heart rate sensor and/or the breathing rate sensor, the bruxism sensor and the feedback device. In embodiments the bruxism sensor is an acoustic sensor for measuring an acoustic signal in the ear canal of a wearer. The invention further relates to a method for use of the bruxism detection and feedback system.

Abstract: In various embodiments, a generative design application generates and evaluates automotive designs. In operation, the generative design application computes a first set of metric values based on a set of metrics associated with design goal(s) and a first set of parameter values for a parameterized automobile model. The generative design application then performs optimization operation(s) on the first set of parameter values based on the first set of metric values to generate a second set of parameter values. Subsequently, the generative design application generates at least one design based on the second set of parameter values that is more convergent with respect to at least one of the design goals than a previously generated design. Advantageously, less time and effort are required to generate and evaluate multiple designs and then optimize those designs relative to more manual prior art approaches.

Abstract: A urinary catheter package with a case having a hollow tube which is closed at one end and open at the other end, the hollow tube having a wall and a pierceable cover attached to the open end of the hollow tube. Also an assembly including the urinary catheter package and a catheter with a funnel at a first end.

Abstract: A computer-implemented method for obtaining actionable application feedback includes executing an application on remote computing systems and, during execution of the application on each computing system: surfacing a UI including a survey UI element on the display of the computing system; surfacing a first survey prompt via the survey UI element; receiving user input including a response to the first survey prompt, inputting the user input to an LLM; generating, via the LLM, a second survey prompt based on the provided user input; surfacing the second survey prompt via the survey UI element; receiving user input including a verbatim response to the second survey prompt; and generating, via the LLM, topic tag(s) corresponding to the verbatim response. The method includes aggregating the verbatim responses received via the computing systems according to the corresponding topic tag(s), as well as generating, via the LLM, application insights based on the aggregated verbatim responses.

Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria and design objectives associated with the urban design project and then generates numerous candidate designs that meet the design criteria and optimize the design objectives to varying degrees. The evaluation engine evaluates each candidate design to generate a set of metrics. The geometry engine modifies the candidate designs based on corresponding metrics to generate candidate designs that better meet the design criteria and more effectively achieve the design objectives.

Abstract: An urban design pipeline is configured to automatically generate design options that meet competing design objectives. A geometry engine within the urban design pipeline generates candidate designs for an urban design project. An evaluation engine within the urban design pipeline evaluates the degree to which each candidate design addresses the competing design objectives to produce a set of design metrics. A tradeoff engine within the urban design pipeline generates a design tradeoff space based on the candidate designs and corresponding design metrics. The tradeoff engine traverses the design tradeoff space based on performance modifications to adjust the degree to which the competing design objectives are addressed. The performance modifications can be obtained from any number of stakeholders in the urban design project.

Abstract: A design engine is configured to automatically generate designs for multi-family housing projects that simultaneously meet local construction regulations while also meeting specific financial targets. The design engine includes a design analyzer that generates design trends based on a database of historical designs. A feature extractor within the design analyzer performs a geometrical analysis of the historical designs to generate a library of features. A feature parameterizer within the design analyzer performs a parameterization process to generate one or more parametric values for each feature. A parameter correlator within the design analyzer compares different subsets of parametric values to identify relationships between those values. A trend aggregator identifies relationships that occur across multiple historical designs to determine a set of design trends. The design engine generates design options using the design trends.

Abstract: A safety signaling system comprises a panel including an HMI for setting first operator safety condition to one of VOTE and NO VOTE, a first optical transceiver for connection to a first optical fiber and a second optical transceiver for connection to a second optical fiber. Panel control circuitry connected between HMI and first transceiver activates first transceiver to transmit continuous wave (CW) light signal into first optical fiber only while HMI sets first operator safety condition to VOTE. A remote interface includes a third optical transceiver for connection to first optical fiber, a fourth optical transceiver for connection to second optical fiber, and remote interface control circuitry connected to third transceiver.

Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.

Abstract: An urban design pipeline automatically generates design options for an urban design project. The urban design pipeline includes a geometry engine and an evaluation engine. The geometry engine analyzes design criteria, design objectives, and design heuristics associated with the urban design project and then generates numerous candidate designs. The design criteria specify a property boundary associated with a region of land to be developed. The design objectives indicate a specific type of topology that is derived from an existing urban layout. The design heuristics include different sets of construction rules for generating designs with specific types of topologies. The geometry engine generates candidate designs that conform to the property boundary and have topological characteristics in common with the existing urban layout.

Abstract: A method and system for generating synthetic privacy preserving training data for training a language classifier machine-learning (ML) model includes receiving a request to generate the synthetic privacy-preserving training data for the language classifier ML model, retrieving labeled training data associated with training the language classifier ML model, providing the labeled training data, one or more privacy parameters, and a domain type associated with the labeled training data to a synthetic data generation ML model, the synthetic data generation ML model being configured to generate synthetic training data in a privacy-persevering manner, receiving synthetic privacy-preserving training data as an output from the synthetic data generation ML model, and providing the synthetic privacy preserving training data to the language classifier ML model for training the language classifier ML model in classifying text.

Abstract: A computer-implemented method for generating a building design for a building site having a complex shape comprises: generating a first group of processing areas from a plurality of processing areas associated with the building design and a second group of processing areas from the plurality of processing areas; generating a first building footprint leg that is sized to include the first group of processing areas and a second building footprint leg that is sized to include the second group of processing areas; at a pivot location, joining the first building footprint leg and the second building footprint leg at an aperture angle; performing a numerical simulation to position the first group of processing areas in the first building footprint leg and the second group of processing areas in the second building footprint leg to generate a candidate building design for the building site; and rendering the candidate building design.

Abstract: A shock absorbing device is disclosed comprising a first collapsible chamber having a first reservoir space, a first wall configured to receive an impact force, and a first orifice configured to eject a fluid from the first reservoir space in reaction to the impact force; and a second collapsible chamber having a second reservoir space, a second wall configured to receive at least a portion of the impact force, a second orifice in communication with the first orifice and the second reservoir space, and at least one ejection orifice in communication with the second reservoir space and configured to eject the fluid from the second reservoir space in reaction to the said received at least a portion of the impact force.

Abstract: Polypeptides are provided that have activity at each of the GIP, GLP-1 and glucagon receptors. The polypeptides have structural features resulting in activity and extended duration of action at each of these receptors. Methods also are provided for treating diseases and/or conditions such as obesity, chronic weight management, type 2 diabetes mellitus, non-alcoholic fatty liver disease (NAFLD), non-alcoholic steatohepatitis (NASH), dyslipidemia, metabolic syndrome, Chronic Kidney Disease (CKD), osteoarthritis (OA), obesity-related sleep apnea (OSA) and polycystic ovary syndrome (PCOS).

Abstract: A case (2) for a wristwatch (1) including: a middle part (4) including a wall (10) having two attachment areas (12) of the bracelet (24) disposed on either side of a plane (P) transverse to the middle part (4) substantially perpendicular to a back (20) of the case (2); two horns (6) capable of ensuring the complete attachment of the bracelet (24) to the middle part (4) by being connected to different ends of this bracelet (4), said horns (6) being removably and slidably attached to said attachment areas (12), and the back (20) attached to a mounting area (21) of the case (2) participating in blocking the horns (6) in translation in a direction of sliding (D) on the middle part (4) parallel to a central axis (A) of the case (2).

Abstract: A vascular treatment device for use in a vessel includes a catheter and a microvalve occluder. The occluder includes braided elastic strands, each with a proximal portion, a central portion, and a distal portion, that are fixed to the outer surface of the catheter. The elastic strands. In an embodiment, the distal portions are attached circumferentially about an outer surface of the catheter at a location toward the distal end of the catheter, the central portions extend proximal and radially outward from the distal end, and the proximal portions of the strands are inverted back radially within the central portions are and coupled circumferentially about the outer surface of the catheter at a location proximally displaced from the distal portions. The proximal portion of the microvalve is coated in a fluid-impermeable membrane, and the distal portions of the strands are substantially uncoated.

Abstract: Systems and methods are directed to building annotated models based on eyes-off data. Specifically, a synthetic data generation model is trained and used to further train a target model. The synthetic data generation model is trained within an eyes-off environment using an anonymity technique on confidential data. The synthetic data generation model is then used to create synthetic data that closely represents the confidential data but without any specific details that can be linked back to the confidential data. The synthetic data is then annotated and used to train the target model within an eyes-on environment. Subsequently, the target model is deployed back within the eyes-off environment to classify the confidential data.

Abstract: A treatment device for use in a vessel includes a catheter and a microvalve. A flexible low friction reconfigurable cover is attached at or adjacent a distal end of the microvalve. The cover is deployed between the occluder and the vessel wall to intervene between the occluder and the vessel wall during movement of the occluder relative to the vessel wall to reduce occurrence of vascular spasm.

Abstract: Devices and systems and method for treating a patient are described herein that are used with or include at least one infusion catheter having a proximal end with a hub, a distal end with a distal tip, and a lumen extending from the proximal end to the distal tip. The devices include a connector body having a first connector for fluidly coupling and detachably connecting to the hub of the at least one infusion catheter, a second connector for fluidly coupling and detachably connecting to at least one manual syringe pump, and a passive pressure-controlled mechanical flow regulator that regulates fluid flow supplied by manual pump action of the least one manual syringe pump to the infusion catheter and delivered by the infusion catheter into the vascular system of the patient.

Abstract: A microcatheter is provided with a vascular spasm-inducing probe at its distal end. The spasm-inducing probe can include an electrical current, radiofrequency energy, ultrasound, chemical, or thermal modulator. When the spasm-inducing probe is activated in a vessel, the vessel narrows about the element. This permits a therapeutic agent to be delivered through the infusion lumen and out of the orifice under high pressure, while the narrowing of the vessel operates as a pseudo-valve and prevents reflux of the therapeutic agent past the narrowing of the vessel.