Abstract: A control system and control method of a wind farm allows taking into account dynamic variations in the possibilities of reactive power generation of each wind turbine with respect to maximum reactive power generation capacities. The system is configured to receive from at least one first wind turbine of the wind turbines of the wind farm a maximum reactive power limit desired lower than a minimum reactive power capacity required. The system is configured to calculate the individual reactive power setpoints for each of the at least two wind turbines of the wind farm such that the individual reactive power setpoint for the at least one first wind turbine of the wind farm does not exceed the maximum reactive power limit desired.

Abstract: A control system and control method of a wind farm which allows taking into account dynamic variations in the possibilities of reactive power generation of each wind turbine with respect to maximum reactive power generation capacities. The system calculates an initial torque and a maximum reactive power limit such that it is not necessary to apply limitations to the initial torque.

Abstract: A fertiliser comprising both sulphur and a solution of urea and ammonium nitrate in water is disclosed. Processes for making such a fertiliser are also disclosed.

Abstract: A method for learning numerical attributes in a knowledge graph includes learning knowledge graph embeddings based on jointly minimizing a knowledge graph loss and a number of numerical attribute prediction losses. The method also includes executing a numerical attribute propagation algorithm using an adjacency matrix of the knowledge graph and numerical values of labeled nodes of the knowledge graph to predict missing ones of the numerical attributes.

Abstract: A fuel economy and comfort control apparatus is provided for a motor vehicle. That apparatus includes a plurality of sensors and a controller. The controller is configured to determine and advise an operator of the motor vehicle of the most fuel efficient mode of operating a climate control system of the motor vehicle to maintain occupant comfort while optimizing fuel efficient operation of the motor vehicle. A related method is also disclosed.

Abstract: A glove box assembly includes a body, a first guideway fixed to a support and first pivot pin carried on the body and adapted for translation along the first guideway. The glove box assembly also includes a first rotation arm connected between the body and the support. A first biasing element biases the first rotation arm toward a position wherein the glove box assembly is open.

Abstract: A method of incorporating temporal information into a knowledge graph comprising triples in a form of subject, predicate and object for link prediction, includes the step of determining, for each of the triples, a predicate sequence including a concatenation of a predicate token and, for the triples having the temporal information available, a sequence of temporal tokens, the predicate tokens including at least a relation type token. The predicate sequences are input to a recursive neural network so as to learn representations of the predicate sequences which carry the temporal information. The learned representations of the predicate sequences are used along with embeddings of the subjects and objects in a scoring function for the link prediction.

Abstract: A method for predicting one or more events includes generating, for features of each of at least two feature types, an intermediate representation using a representation learning model for the at least two feature types. The intermediate representations of the at least two feature types are analyzed using a neural network and at least one neural network model so as to provide a joint representation for predicting certain events. One or more actions to be taken can be determined based on the one or more events predicted by the joint representation.

Abstract: Examples are disclosed that relate to conducting inventory management via wearable devices. One example provides a wearable device comprising a communication subsystem, one or more sensors, a logic subsystem, and a storage subsystem comprising instructions executable by the logic subsystem to receive an input activating the wearable device, receive via a sensor of the one or more sensors an input of information regarding a mark-out to make to inventory, provide an output confirming that the input of information was sensed, and send the information regarding the mark-out to make to inventory to an external computing device.

Abstract: A process for preparing a urea-sulphur fertiliser is disclosed. Urea and sulphur are supplied to a dispersion mill wherein a rotor turns within a slotted stator, thereby providing a dispersion of molten urea and molten sulphur; and the dispersion of molten urea and molten sulphur is supplied to a forming unit to provide the urea-sulphur fertiliser.

Abstract: A process for preparing a micronutrient-enriched phosphate-based fertilizer is disclosed. An aqueous fertilizer mixture comprising phosphoric acid and/or phosphate rock is prepared and optionally granulated in granulator unit. The pH of the fertilizer mixture is measured and controlled such that the pH is maintained within a predefined range.

Abstract: A method for predicting a patient outcome from a caretaker episode includes receiving a current episode snapshot of the caretaker episode comprising multi-modal data of the patient from an electronic health records (EHR) system, the multi-modal data including one or more available data modalities and one or more missing data modalities. The multi-modal data is applied as input to an embedding model having a submodel for each of the data modalities. A first embedding is generated for each of the available data modalities. A second embedding is generated for each of the missing data modalities using corresponding embeddings of neighbors in an episode snapshot graph. The first and second embeddings are combined to obtain a complete embedding. The patient outcome is predicted based on the complete embedding for the current episode snapshot using a machine learning component which has been trained using patient outcomes of the historical episode snapshots.

Abstract: The invention relates to the use of the monoclonal antibody NILO1 for the diagnosis, treatment and/or prevention of brain tumors and lesions. Particularly, the invention relates to methods for the diagnosis of brain tumors and brain lesions in which cells marked with said antibody, or with immunologically active fragments thereof, are detected. The invention also relates to the use of said monoclonal antibody, or immunologically active fragments thereof, as a medicament for the treatment and/or prevention of brain tumors and brain lesions. In a preferred embodiment of the invention, the monoclonal antibody NILO1, or its immunologically active fragments, are humanized.

Abstract: A method is used to learn classifier-agnostic node representations that are independent from particular classification functions and carry class label information. The method includes learning representations of nodes of a graph structure according to an unsupervised learning framework by applying a distance-based or similarity-based loss between the nodes. Embeddings of the class label information are learned for at least some of the nodes. The learned embeddings of the class label information are injected into the node representations learned according to the unsupervised learning framework.

Abstract: A method for producing a multicoat coating (M) on a substrate (S) that includes:(!) producing a basecoat (B) on the substrate by applying an aqueous basecoat material (b) to the substrate (S), the basecoat material being a two-component coating composition, and (II) producing a clearcoat (K) directly on the basecoat (B) by applying an aqueous clearcoat material (k) directly to the basecoat (B), the clearcoat material being a two-component coating composition.

Abstract: A transport star-wheel for guiding containers in a container handling facility. The abstract of the disclosure is submitted herewith as required by 37 C.F.R. § 1.72(b). As stated in 37 C.F.R. § 1.72(b): A brief abstract of the technical disclosure in the specification must commence on a separate sheet, preferably following the claims, under the heading “Abstract of the Disclosure.” The purpose of the abstract is to enable the Patent and Trademark Office and the public generally to determine quickly from a cursory inspection the nature and gist of the technical disclosure. The abstract shall not be used for interpreting the scope of the claims. Therefore, any statements made relating to the abstract are not intended to limit the claims in any manner and should not be interpreted as limiting the claims in any manner.

Abstract: A method for assigning a server to provide a resource to a client in a distributed network includes receiving a request for the resource from the client. A network metric is measured at different points in the network. The network metric measurements are input to a deep learning model. Using the model, the network metric is predicted between the client and each of a plurality candidate servers which have the resource and have not had a prior connection with the client. One of the candidate servers is assigned to provide the resource to the client based on the predictions of the network metric.

Abstract: A method for providing recommendations to users includes obtaining stored data structure triples and actual ratings associated with the data structure triples; training a machine learning model using the stored data structure triples and associated actual ratings, wherein training the machine learning model includes generating user, product, and review representations based on the stored data structure triples and their associated ratings; predicting, by the machine learning model, ratings using the generated user, product, and review representations; and making recommendations based on the predicted ratings.

Abstract: A process for the manufacture of a urea-sulphur fertiliser composition, the process comprising providing feeds comprising elemental sulphur, urea, and optionally a surfactant, such as a multifunctional ionic surfactant; merging the feeds in order to obtain a combined feed; passing the combined feed through a mixing stage in order to obtain a mixed feed; and passing the mixed feed through a processing stage in order to obtain the urea-sulphur fertiliser composition. Compositions obtained by the process are also provided.

Abstract: A construction assembly for installing a roller blind or the like comprising two parallel guiding sets spaced at a predetermined distance, between which at the least a roller blind can be slid in a guided manner, the at the least roller blind being arranged in the upper part of the two guiding sets. This construction assembly comprises an internally hollow outer profile that can be fastened to a vertical surface, an internally hollow inner profile that is arranged in the interior of the outer profile, the inner profile having dimensions such that it is insertable into a housing defined by the outer profile by means of a snap fit, and a retaining element configured to retain a longitudinal edge of the roller blind arranged longitudinally along the inner profile.