Abstract: A process mimicking forward modeler with deposition and erosion at each specific geological time step. The 3D derived properties are high resolution depositional environments and rock properties that are used to generate multiscale labelled synthetic data. These synthetic data can range from 1D logs such as grain size, gamma ray, density, and velocity, to 3D synthetic seismic, and are used directly as training data for various AIML applications.

Abstract: A catheter device includes a tube that has a distal opening that is configured to be transluminally advanced into the subject; and an extracorporeal unit that is coupled to a proximal end of the tube. A series of cartridges is arranged along the extracorporeal unit, each of the cartridges having an initial position in which the cartridge holds a respective anchor. Each of the cartridges is, moveable from the initial position to a deployment position while remaining coupled to the extracorporeal unit. A driver is configured to, for each of the anchors, sequentially, while the respective cartridge is in the deployment position, move the anchor out of the respective cartridge and through the tube toward the distal opening. Other embodiments are also described.

Abstract: Apparatus is provided including a surgical tool configured to be advanced distally within a body of a subject. The surgical tool is shaped to define a side-facing suction port at a distal portion of the surgical tool to facilitate drawing tissue through the suction port and into the surgical tool, and includes a slidable transparent shutter configured to be disposed over the suction port, and to be slidably removed from the suction port. A needle is configured to be slidably disposed within the surgical tool and configured to puncture the tissue while the tissue is in the surgical tool. Other applications are also described.

Abstract: Systems and methods for creating fault groups of related vehicle component faults and recommending a solution for resolving detected faults are provided. In one implementation, a method includes a step of obtaining historical data related to a plurality of vehicle component faults detected from a plurality of vehicles. The method also includes the step of statistically associating the vehicle component faults to categorize the vehicle component faults into a plurality of fault groups. The vehicle component faults that are categorized in the same group have a higher probability of occurring together than vehicle component faults that are categorized in different groups.

Abstract: Apparatus is provided including a surgical tool configured to be advanced distally within a body of a subject. The surgical tool is shaped to define a side-facing suction port at a distal portion of the surgical tool to facilitate drawing tissue through the suction port and into the surgical tool, and includes a slidable transparent shutter configured to be disposed over the suction port, and to be slidably removed from the suction port. A needle is configured to be slidably disposed within the surgical tool and configured to puncture the tissue while the tissue is in the surgical tool.