Abstract: Example embodiments of the present disclosure provide an example computer-implemented method for constructing a three-dimensional semantic segmentation of a scene from two-dimensional inputs. The example method includes obtaining, by a computing system comprising one or more processors, an image set comprising one or more views of a subject scene. The example method includes generating, by the computing system and based at least in part on the image set, a scene representation describing the subject scene in three dimensions. The example method includes generating, by the computing system and using a machine-learned semantic segmentation model framework, a multidimensional field of probability distributions over semantic categories, the multidimensional field defined over the three dimensions of the subject scene. The example method includes outputting, by the computing system, classification data for at least one location in the subject scene.

Abstract: A method for manufacturing a metal-ceramic substrate (1) includes providing a ceramic layer (10), a metal layer (20) and a solder layer (30) coating the ceramic layer (10) and/or the metal layer (20) and/or the solder layer (30) with an active metal layer (40), arranging the solder layer (30) between the ceramic layer (10) and the metal layer (20) along a stacking direction (S), forming a solder system (35) comprising the solder layer and the active metal layer (40), wherein a solder material of the solder layer (30) is free of a melting point lowering material and bonding the metal layer (20) to the ceramic layer (10) via the solder system (35) by means of an active solder process.

Abstract: Described herein is an aging process of a solution-heat-treated and quenched 2XXX-series aluminum alloy wrought product, comprising the steps of: (1) aging the product in a first aging step at one or more temperatures within a range of 90° C. to 120° C. for a cumulative period of time of at least 10 hours; and (2) subsequently aging the product in a second aging step at one or more temperatures within a range of 150° C. to 205° C. for a cumulative period of time of at least 4 hours. The wrought aluminum alloy can be processed to various product forms, e.g., sheet, thin plate, thick plate, extruded or forged products.

Abstract: A sink includes a basin including a base wall and lateral walls adjoining the base wall, with the basin including a receiving area delimited by the base wall and the lateral walls. An insert plate separate from the basin is inserted into the receiving area and moveable by a lifting device relative to the basin. The lifting device extends into the base wall through an opening such that the lifting device is arranged on both sides of the base wall. A securing device secures the lifting device to the base wall.

Abstract: A sink includes a basin having a base wall and lateral walls adjoining the base wall, with the basin having a receiving area delimited by the base wall and the lateral walls. An insert plate separate from the basin is inserted into the receiving area of the basin and movable relative to the basin by a lifting apparatus. The lifting apparatus includes a lifting unit and at least two support vanes on which the insert plate sits. The support vanes are arranged on an upper end of the lifting unit and configured to protrude laterally in a horizontal plane beyond the lifting unit.

Abstract: Provided are machine learning models that generate geometry-free neural scene representations through efficient object-centric novel-view synthesis. In particular, one example aspect of the present disclosure provides a novel framework in which an encoder model (e.g., an encoder transformer network) processes one or more RGB images (with or without pose) to produce a fully latent scene representation that can be passed to a decoder model (e.g., a decoder transformer network). Given one or more target poses, the decoder model can synthesize images in a single forward pass. In some example implementations, because transformers are used rather than convolutional or MLP networks, the encoder can learn an attention model that extracts enough 3D information about a scene from a small set of images to render novel views with correct projections, parallax, occlusions, and even semantics, without explicit geometry.

Abstract: A direct printing device for printing on a container comprising: a printing station having one or more print heads for printing on the container with one or more printing inks; a curing station for curing the one or more printing inks having a UV lighting device for curing ink of a direct print on a container using one or more UV LEDs, wherein the UV lighting device may emit UV light at variable wavelengths.

Abstract: The present disclosure provides a fully automated labeling device which comprises: a transport device for transporting the objects, a label providing device, a label transfer device for transferring labels, a gluing device for applying glue onto the labels, an artificial intelligence open-loop and/or closed-loop control device, and a sensor system having a plurality of sensor units for monitoring a plurality of operating parameters and quality parameters, and outputting a plurality of sensor data. The open-loop and/or closed-loop control device is designed to obtain the sensor data from the sensor system and to fully automatically control and/or regulate the setting and adjusting of the operating parameters on the basis of these sensor data.

Abstract: A system for imaging a robotically moved medical object has a movement device for robotic movement of the medical object, a medical imaging device, and a processing unit. The processing unit is configured to receive a data set that maps a vessel structure of an examination object and is registered with the medical imaging device, and to determine an object path along the vessel structure toward a target region in the data set. The movement device is configured to move the medical object along the object path and provide an object parameter relating to a movement state of the medical object. The processing unit is further configured to control a positioning of the medical imaging device relative to the examination object as a function of object parameter and object path such that a predefined section of the medical object is mapped in image data acquired by the medical imaging device.

Abstract: The invention provides a method for providing a luminescent particle (100) with a hybrid coating, the method comprising: (i) providing a luminescent core (102) comprising a primer layer (105) on the luminescent core (102); (ii) providing a main ALD coating layer (120) onto the primer layer (105) by application of a main atomic layer deposition process, the main ALD coating layer (120) comprising a multilayer (1120) with two or more layers (1121) having different chemical compositions, and wherein in the main atomic layer deposition process a metal oxide precursor is selected from a group of metal oxide precursors comprising Al, Zn, Hf, Ta, Zr, Ti, Sn, Nb, Y, Ga, and V; (iii) providing a main sol-gel coating layer (130) onto the main ALD-coating layer (120) by application of a main sol-gel coating process, the main sol-gel coating layer (130) having a chemical composition different from one or more of the layers (1121) of the multilayer (1120).

Abstract: The invention provides a method for providing a luminescent particle with a hybrid coating, the method comprising: (i) providing a luminescent core comprising a primer layer on the luminescent core; (ii) providing a main ALD coating layer onto the primer layer by application of a main atomic layer deposition process, the main ALD coating layer comprising a multilayer with two or more layers having different chemical compositions, and wherein in the main atomic layer deposition process a metal oxide precursor is selected from a group of metal oxide precursors comprising Al, Zn, Hf, Ta, Zr, Ti, Sn, Nb, Y, Ga, and V; (iii) providing a main sol-gel coating layer onto the main ALD-coating layer by application of a main sol-gel coating process, the main sol-gel coating layer having a chemical composition different from one or more of the layers of the multilayer.

Abstract: A system for cooling a metal-ceramic substrate (1) having a component side (5) and a cooling side (6) opposite the component side (5), comprising a metallic cooling structure (20) with an integrated fluid channel (30) for guiding fluid within the cooling structure (20), and a distribution structure (40) made of plastic for supplying the fluid channel (30) with the fluid, wherein the cooling structure (20) has on its outer side (A) facing the distribution structure (40) an inlet opening (31) and an outlet opening (32) separate from the inlet opening (31), wherein the inlet opening (31) and the outlet opening (32) are connected to each other via the fluid channel (30) and the fluid channel (30) is configured such that, when the cooling structure is installed, the fluid is guided from the inlet opening (31) in the direction of the component side (5) and is redirected within the cooling structure (20).

Abstract: A gripping element for arrangement on a component, wherein the component, in particular a cable harness, is of flexible design and has a changeable form, wherein the gripping element has at least one optically detectable marker via which a spatial orientation of the gripping element is detectable by an optical recognition device, and wherein the gripping element is grippable by a gripper.

Abstract: A switch cabinet arrangement and method with at least one IT rack or switch cabinet housing and with at least one cooling device, which has an air-liquid heat exchanger for cooling components accommodated in the IT rack or switch cabinet housing with cooled air, wherein the air-liquid heat exchanger includes a first flow for cooled liquid and a first return for heated liquid, wherein the cooling device includes a liquid-liquid heat exchanger, to the second flow of which the first return of the air-liquid heat exchanger is connected.

Abstract: A metal-ceramic substrate (1) comprising an insulating layer (11) comprising a ceramic and having a first thickness (D1), and a metallization layer (12) bonded to the insulation layer (11) and having a second thickness (D2), wherein the first thickness (D1) is less than 250 ?m and the second thickness (D2) is greater than 200 ?m and wherein the first thickness (D1) and the second thickness (D2) are dimensioned such that a ratio of an amount of the difference between a thermal expansion coefficient of the metallization layer (12) and a thermal expansion coefficient of the metal-ceramic substrate (1) to a thermal expansion coefficient of the metal-ceramic substrate (1) has a value less than 0.25, preferably less than 0.2 and more preferably less than 0.15 or even less than 0.1.

Abstract: A container or consumable like a reaction tube for use in diagnostic assays. The present disclosure provides a system for fluid handling and transport, comprising a plate with at least one cavity for receiving a fluid which is surrounded by a rim, and a separate cover comprising a centrally arranged surface as a sealing element which is surrounded by a rim, wherein the plate or the cover comprise at least one snap-fit mechanism for connecting at least two plates, at least two covers or a plate and a cover, wherein the snap-fit mechanism extends upwards or downwards from the surrounding rim of the plate or the cover, and wherein the rim of the plate or cover which is to be connected is configured for accommodating the snap-fit mechanism of an upper or lower plate or cover in a retaining element arranged at the rim.

Abstract: A consumable which is a device intended for single use comprising a cavity for receiving a liquid. The disclosure provides a consumable for use in an automated analyser system for performing biochemical assays, comprising a rim surrounding at least one cavity for receiving a fluid, wherein the at least one cavity is connected via a flexible bridge to the rim; and a cover foil that is arranged on top of the consumable and above the openings of the at least one cavity, wherein the cover foil comprises holes which are configured to be arranged in an open position above the openings of all cavities, wherein the cover foil is connected rotatable at and around a centrally arranged hole.

Abstract: The invention relates to a switch cabinet arrangement with at least one IT rack or switch cabinet housing and with at least one cooling device, which has an air-liquid heat exchanger for cooling components accommodated in the IT rack or switch cabinet housing with cooled air, wherein the air-liquid heat exchanger comprises a first flow for cooled liquid and a first return for heated liquid, wherein the cooling device comprises a liquid-liquid heat exchanger, to the second flow of which the first return of the air-liquid heat exchanger is connected. A corresponding method is further described.

Abstract: A label sheet assembly and method is disclosed for improving the process of feeding label sheets through a printer. The label sheet assembly may include a facestock layer and a liner sheet. The facestock layer may include an adhesive layer along at least a portion of a first side and include a label surface along at least a portion of the second side opposite the adhesive layer. The liner sheet layer may include at least one surface feature provided along a back side of the liner sheet. In another embodiment, the facestock layer may include at least one surface feature provided along the front of the facestock layer. The surface features may create a zone of increased friction or increase tactile sensitivity along the various surfaces of the label sheet assembly to improve printer processing.

Abstract: An optical measurement unit for a scanning device, a scanning device, and a method for operating a scanning device, for high throughput sample analysis of biological samples are disclosed. An illumination system is used to emit light of at least two different illumination wavelength ranges, and an imaging system is used to detect light of at least two different detection wavelength ranges, in order to detect electromagnetic radiation within a field of view for determining the positioning of a sample within the field of view.