Abstract: Systems and methods of epidemiological modeling using machine learning are provided, and can include receiving values for an occurrence of the infectious disease during a first time period, generating, from a model trained by a machine learning system, predictions for the occurrence of the infectious disease over a second time period, performing, by a simulator using the predictions, one or more simulations of the occurrence of the infectious disease in one or more geographic regions during one or more time periods subsequent to the second time period, and providing, to a user interface, a first simulation of the one or more simulations performed by the simulator for a first geographic region of the one or more geographic regions during a time period of the one or more time periods.

Abstract: A visual-programming tool processes nodes of a graph corresponding to operations or functions in program code associated with a plurality of programs, (e.g., games), stored as graph of nodes with logical connections signifying inputs, outputs, and/or units of connected nodes. The visual-programming tool resolves valid types and/or units associated with respective connected nodes and can propagate valid types and/or units throughout the graph.

Abstract: A power machine can include operator input devices and a control system configured to command movement of actuators based on operator inputs received from the operator input devices. Movement of one or more of the actuators can be commanded based on input at one or more of the operator input devices and a response curve selected from a plurality of different response curves. Movement of one or more of the actuators can be based on a selected control mode for the power machine that corresponds to a selected control-function mapping of the operator input devices to the one or more actuators. A lift arm can be variously controlled to execute automatic or other operations. An excavator can be operated in a sustained-speed travel mode. Actuation of a bucket or other implement can be implemented based on signals from a material sensor.

Abstract: An apparatus includes a support, including an outer surface and configured for insertion into a body of a subject. The apparatus further includes multiple atoms of a radionuclide, which radioactively decays to produce a daughter radionuclide, coupled to the outer surface, and a layer of a polymer, which covers the atoms so as to protect the atoms from being washed away, yet allows diffusion of the daughter radionuclide through the layer. Other embodiments are also described.

Abstract: An adapter for a bike mount including a coupling plate, a first adapter section coupled to the coupling plate, and a second adapter section coupled to the coupling plate. The first adapter section is configured to receive a first bike axle. The second adapter section is configured to receive a second bike axle different than the first bike axle.

Abstract: A power machine can include operator input devices and a control system configured to command movement of actuators based on operator inputs received from the operator input devices. Movement of one or more of the actuators can be commanded based on input at one or more of the operator input devices and a response curve selected from a plurality of different response curves. Movement of one or more of the actuators can be based on a selected control mode for the power machine that corresponds to a selected control-function mapping of the operator input devices to the one or more actuators. A lift arm can be variously controlled to execute automatic or other operations. An excavator can be operated in a sustained-speed travel mode.

Abstract: Described embodiments include an apparatus (20, 21), which includes a support (22), including an outer surface (24) and configured for insertion into a body of a subject. The apparatus further includes multiple atoms (26) of a radionuclide, which radioactively decays to produce a daughter radionuclide, coupled to the outer surface, and a layer (28, 33) of a polymer, which is permeable to the daughter radionuclide, that covers the atoms. Other embodiments are also described.

Abstract: The present disclosure provides surprisingly useful fusion polypeptides including an immunomodulatory moiety and a metal-hydroxide binding moiety, as well as various related technologies, including methods of making and of using such fusion polypeptides.

Abstract: The invention relates to a method for operating a fuel cell system (1), in particular a PEM fuel cell system, in which at least one fuel cell (2) is supplied with a hydrogen-containing anode gas via an anode gas path (3) and anode gas exiting the fuel cell (2) is returned via a recirculation path (4), wherein, in order to reduce a nitrogen content in the anode gas, a flush valve (5) arranged in the recirculation path (4) is opened and the recirculation path (4) is flushed. According to the invention, the actual composition of the anode gas is determined using at least one sensor (6) and the ageing status of the at least one fuel cell (2) is determined by comparing the determined actual composition with a target composition and/or an actual composition determined earlier. The invention also relates to a control device (7) for carrying out the method according to the invention.

Abstract: A kinetic energy vehicle (or warhead) has a divert thruster system and an attitude control system, both operatively coupled to receive pressurized gasses from a solid rocket motor that is operatively coupled to both systems. The divert thruster system may have three divert thrusters evenly spaced around a circumference of the vehicle, offset 120 degrees from each other. The divert thrusters are located at a longitudinal (axial) location along the vehicle at or close to a center of gravity of the vehicle. In addition the vehicle may have an aft axial thrusters that may be used in maneuvering the vehicle.

Abstract: A cutting device for cutting narrow strips from a material web in or on which magnetically couplable elements are embedded or arranged at defined spacings behind one another in the web longitudinal direction, including a blade table arranged on a device frame, and on which the material web to be cut can be positioned, a cutting apparatus including a cutting blade which can be moved out of a starting position into a cutting position relative to the blade table, and a gripping device which receives and transports a cut strip and can be moved relative to the blade table.

Abstract: A trunk line for providing a communication path to a network of optically switchable windows is described.

Abstract: Bolt type angular gear mechanism (1) for transmitting a rotational movement from a first shaft to a second shaft which is orientated at an angle with respect to the first shaft, comprising a plurality of angular bolts (31, 32) each having two members, a first bolt carrier (21) which can be rotated about a first axis and which has receiving members (4) for the first members of the angular bolts (31, 32) in each case, a second bolt carrier (22) which can be rotated about a second axis and which has receiving members (4) for the second members of the angular bolts (31, 32) in each case so that the bolt carriers (21, 22) are connected by means of the angular bolts (31, 32), wherein the axes define an angle, and wherein the members of the angular bolts (31, 32) are each constructed in a cylindrical manner as far as a plane of the angle bisector between the axes.

Abstract: An adapter fixable to a bike mount of a bike supporting unit for changing the dimension of said bike mount such that a predetermined bike axle mount type of several bike axle mount types configured to be supported on the bike mount. The adapter is configured as a multiway adapter comprising at least two different adapter sections each provided to adapt the bike mount to a specific one of the different bike axle mount types so that by means of the adapter, the bike mount can be adapted to at least two different bike axle mount types. Furthermore, a bike mount for receiving the adapter and a bike mount system is disclosed.

Abstract: A trunk line for providing a communication path to a network of optically switchable windows is described.

Abstract: The present invention relates to the positioning of a laser emitted by a medical device, such as a C-arm X-ray machine. A marker is, in use, positioned on a patient's body, and includes at least one sensor that senses the presence of the laser. A signal emitter is operably coupled to the marker and emits an observable signal, such as a colored light, when the at least one sensor is struck by the laser.

Abstract: In one embodiment of the present invention, a position-based dynamics (PBD) framework provides realistic modeling and simulation for elastic rods. In particular, the twisting and bending physics of elastic rods is incorporated into the PBD framework. In operation, an elastic rod model generator represents the center line of an elastic rod as a polyline of points connected via edges. For each edge, the elastic rod model generator adds a ghost point to define the orientation of a material frame that encodes the twist of the edge. Subsequently, a PBD simulator solves for positions of both points and ghost points that, together, represent the evolving position and torsion of the elastic rod. Advantageously, the ghost points enable more realistic animation of deformable objects (e.g., curly hair) than conventional PBD frameworks. Further, unlike force based methods, elastic rod simulation in the PBD framework performs acceptably in environments where speed is critical.

Abstract: Devices, systems and methods are provided for controlling the operation of a breathing assistance device for a user. The controller may include an input for receiving sensor data to measure at least one airflow parameter of the user's airflow; a memory unit that stores at least one machine learning model and at least one classifier or predictor; and a processor that is configured to perform measurements and to generate a control signal for adjusting the operation of the breathing assistance device for a current monitoring time period by: obtaining measured air pressure and/or airflow data and measured FOT data during a current monitoring time period; performing feature extraction on the measured data to obtain feature values that are used by the machine learning model employed by the at least one classifier or predictor to determine a property of the user; and adjusting the control signal based on the determined property.

Abstract: Data modeling systems and methods are described. A data modeling method may include receiving user input specifying a structure of at least a portion of a data model and a complexity value associated with the structure; (a) generating one or more data models; (b) determining complexity scores for the respective data models; (c) for each of the data models: determining whether to select the respective data model for evaluation based, at least in part, on the complexity score of the respective data model, and if the respective data model is selected for evaluation, evaluating an accuracy of the respective data model for one or more data sets; and repeating steps (a)-(c) until one or more specified termination criteria are satisfied, wherein a first of the generated data models includes the specified structure, and wherein the complexity score for the first data model is determined based, at least in part, on the complexity value associated with the structure.

Abstract: For example, an apparatus may include a motherboard including a functional processing core configured to perform a functionality having a Functional Safety (FuSa) level; a FuSa transceiver configured to communicate with an external safety-island processor, which is external to the motherboard; and a FuSa controller configured to establish a FuSa connection with the external safety-island processor according to the FuSa level, to send FuSa information corresponding to the functionality of the functional processing core to the external safety-island processor via the FuSa transceiver, and to control one or more FuSa operations of the functional processing core based on one or more control messages received from the external safety-island processor via the FuSa transceiver.