Abstract: A drug discovery ecosystem may receive one or more user inputs configuring an artificial intelligence (AI) agent for orchestrating a drug discovery workflow applying one or more drug discovery tools. The artificial intelligence (AI) agent may be created in accordance with the one or more user inputs. The artificial intelligence (AI) agent is served to one or more users as part a selection of artificial intelligence (AI) agents. One or more user inputs selecting the artificial intelligence (AI) agent may be received. The artificial intelligence (AI) agent may be executed to orchestrate the drug discovery workflow in response to the one or more user inputs selecting the artificial intelligence (AI) agent. Related systems, computer-implemented methods, and computer program products are provided.

Abstract: A micro inverter, a photovoltaic system and a control method are provided. The micro inverter includes a controller, a primary H-bridge, a transformer, a bi-directional switch leg, and a capacitor leg An input terminal of the primary H-bridge is connected to a direct-current power supply, two output terminals of the primary H-bridge are respectively connected to two terminals of a primary side of the transformer, two terminals of a secondary side of the transformer are respectively connected to an intermediate terminal of the bi-directional switch leg and an intermediate terminal of the capacitor leg, and the bi-directional switch leg and the capacitor leg are connected in parallel. The controller is configured to switch a control mode of the primary H-bridge and the bi-directional switch leg in a case that a phase of a grid voltage is an odd multiple of 0.25? in each cycle.

Abstract: This application relates to the field of image annotation and recognition in the field of artificial intelligence technologies, and in particular, to a data annotation method. The method includes: using at least two different classification models; pretraining one of the classification models as an initial classification model, and annotating a label for data in a to-be-annotated source dataset as initial data by using the pretrained classification model; and controlling the classification models to perform alternating training and data annotation a quantity of times. Operations of current training and current data annotation include: obtaining data that is re-annotated with a label by a previously trained classification model, selecting a first part of the data to train a current classification model, and re-annotating, by the trained current classification model, a label for a second part of data that is not selected.

Abstract: A nitride semiconductor device is provided. It includes a source electrode, a drain electrode, a gate electrode, a dielectric material layer and a stepped source field plate. The gate electrode is located between the source electrode and the drain electrode. The stepped source field plate is arranged in a part of the dielectric material layer and includes a first stepped portion and a second stepped portion respectively separated from a nitride epitaxial layer by different dielectric material layer thicknesses, and a part of the dielectric material layer between the stepped source field plate and the drain electrode is defined with a groove. By combining the stepped source field plate with the groove, parasitic capacitances Cgd and Cds are effectively reduced, the radio frequency (RF) gain of the device is improved, and the application bandwidth of the device is broadened.

Abstract: Disclosed in the present application are a microinverter, a photovoltaic system, and a control method. The microinverter comprises a controller, a primary-side H bridge, a transformer, a bidirectional switch bridge arm, and a capacitor bridge arm, wherein an input end of the primary-side H bridge is connected to a direct-current power supply; two output ends of the primary-side H bridge are respectively connected to two ends of a primary side of the transformer, and two ends of a secondary side of the transformer are respectively connected to a midpoint of the bidirectional switch bridge arm and a midpoint of the capacitor bridge arm; the bidirectional switch bridge arm and the capacitor bridge arm are connected in parallel; and the controller is used for switching control modes for the primary-side H bridge and the bidirectional switch bridge arm when the phase of each cycle of a power grid voltage is an odd multiple of 0.25?.

Abstract: A signal generator and a method for verifying an asynchronous interface circuit are provided, where the signal generator includes a frame modulator, a clock generator, an interface selector and a checking module. The frame modulator generates a modulated signal according to a frame control parameter, and the clock generator generates a clock signal according to a clock control parameter. The interface selector generate a receiving test signal according to an interface control parameter, the modulated signal and the clock signal, where the signal generator utilize a reference model to generate a reference signal according to the receiving test signal, and the asynchronous interface circuit generates a transmitting test signal according to the receiving test signal. In addition, the checking module generates at least one verification result according to the reference signal and the transmitting test signal.

Abstract: An abrasive block mounting and dismounting assembly, a mounting and dismounting method, a wheel tread cleaning device, and a railway vehicle.

Abstract: A micro inverter, a photovoltaic system and a method for controlling a micro inverter are provided. The micro inverter includes a controller, a primary H-bridge, a transformer, a bi-directional switch arm and a capacitor arm. The controller is configured to: determine a reactive current based on a grid voltage, an equivalent capacitance of an output terminal of the inverter and a grid angle; add the reactive current to a given current to generate an internal phase-shift angle and an external phase-shift angle from a new given current obtained through the addition, where the internal phase-shift angle refers to a phase-shift angle between two arms of the primary H-bridge and the external phase-shift angle refers to a phase-shift angle between the primary H-bridge and the bi-directional switch arm.

Abstract: An end cover assembly, an air cylinder, a tread sweeper and a railway vehicle.

Abstract: A micro inverter and a modulation method thereof are provided in the present disclosure. The micro inverter includes a filter, a transformer, and a switching circuit. The switching circuit includes one or more first switching circuit and one second switching circuit. Each of the first switching circuits has an input terminal serving as an output terminal of a direct-current power supply, and is configured to convert a direct current into an alternating current and output the alternating current to the second switching circuit. An output terminal of the second switching circuit is connected to a primary side of the transformer. A secondary side of the transformer is connected to an input terminal of the filter.

Abstract: A circuit for protecting a micro inverter and a circuit system having micro inverter topology. The circuit includes a current sampling module, a hardware adjusting module, and a shutdown module that are sequentially connected. The current sampling module is configured to collect a first current signal in a bridge arm, in which a switch transistor is located, in secondary-side bridge arm circuitry including switch transistors. The hardware adjusting module is configured to receive the first current signal and a reference current signal and output an overcurrent indicating signal for the first current signal. The shutdown module is configured to receive the overcurrent indicating signal and a grid-polarity signal and output a shutdown control signal for the switch transistors, to enable secondary-side driving circuitry to shut down the switch transistors in the secondary-side bridge arm circuitry.

Abstract: A model training method and a related apparatus are provided and may be used in computer vision to perform image detection. The method includes: extracting feature information from a target image; further separately extracting features of a target object from the feature information by using a Gaussian mask to obtain a first local feature and a second local feature; determining a feature loss by using the first local feature and the second local feature; performing prediction by using the first network and the second network based on a same region proposal set to obtain a first classification predicted value and a second classification predicted value, and obtaining a classification loss based on the first classification predicted value and the second classification predicted value; and training the second network based on the classification loss and the feature loss to obtain a target network.

Abstract: The present disclosure discloses a control method. The method includes: acquiring target operation state information of an output circuit of a transformer to determine an operation state of a power grid based on the target operation state information; and controlling a switching transistor in the output circuit and an input circuit of the transformer to reduce the target current in response to determining that the power grid is in a predetermined operation state.

Abstract: A verification method is disclosed. The verification method is applicable for a verification device, and the verification device is configured to verify a device under test. The device under test includes several functional blocks. The verification method includes the following operations: generating several test cases corresponding to the several functional blocks, in which the several test cases include a tree structure, in which every one of the several test cases inherits another one of the several test cases; and verifying the several functional blocks according to the several test cases and the tree structure.

Abstract: A nitride semiconductor device is provided. It includes a source electrode, a drain electrode, a gate electrode, a dielectric material layer and a stepped source field plate. The gate electrode is located between the source electrode and the drain electrode. The stepped source field plate is arranged in a part of the dielectric material layer and includes a first stepped portion and a second stepped portion respectively separated from a nitride epitaxial layer by different dielectric material layer thicknesses, and a part of the dielectric material layer between the stepped source field plate and the drain electrode is defined with a groove. By combining the stepped source field plate with the groove, parasitic capacitances Cgd and Cds are effectively reduced, the radio frequency (RF) gain of the device is improved, and the application bandwidth of the device is broadened.

Abstract: A micro inverter and a modulation method thereof are provided in the present disclosure. The micro inverter includes a filter, a transformer, and a switching circuit. The switching circuit includes one or more first switching circuit and one second switching circuit. Each of the first switching circuits has an input terminal serving as an output terminal of a direct-current power supply, and is configured to convert a direct current into an alternating current and output the alternating current to the second switching circuit. An output terminal of the second switching circuit is connected to a primary side of the transformer. A secondary side of the transformer is connected to an input terminal of the filter.

Abstract: A micro inverter, a photovoltaic system and a method for controlling a micro inverter are provided. The micro inverter includes a controller, a primary H-bridge, a transformer, a bi-directional switch arm and a capacitor arm. The controller is configured to: determine a reactive current based on a grid voltage, an equivalent capacitance of an output terminal of the inverter and a grid angle; add the reactive current to a given current to generate an internal phase-shift angle and an external phase-shift angle from a new given current obtained through the addition, where the internal phase-shift angle refers to a phase-shift angle between two arms of the primary H-bridge and the external phase-shift angle refers to a phase-shift angle between the primary H-bridge and the bi-directional switch arm.

Abstract: An end cover assembly, an air cylinder, a tread sweeper and a railway vehicle.

Abstract: An abrasive block mounting and dismounting assembly, a mounting and dismounting method, a wheel tread cleaning device, and a railway vehicle.

Abstract: This application relates to the field of image annotation and recognition in the field of artificial intelligence technologies, and in particular, to a data annotation method. The method includes: using at least two different classification models; pretraining one of the classification models as an initial classification model, and annotating a label for data in a to-be-annotated source dataset as initial data by using the pretrained classification model; and controlling the classification models to perform alternating training and data annotation a quantity of times. Operations of current training and current data annotation include: obtaining data that is re-annotated with a label by a previously trained classification model, selecting a first part of the data to train a current classification model, and re-annotating, by the trained current classification model, a label for a second part of data that is not selected.