Abstract: A system is described for allowing a user to communicate with an agent of a listing network platform. The system receives, by a network site, a user interaction in a communication session with an agent of a listing network platform. The system analyzes, by a first machine learning model, a profile associated with the user on the listing network platform to predict a subset of information that is relevant to the user interaction with the communication session. The system combines the subset of information into a prompt and processes the prompt by a generative machine learning model to generate a message that responds to the user interaction. The system, in response to receiving the user interaction, presents the message by the agent of the listing network platform to the user in a user interface of the listing network platform.

Abstract: Example methods and systems for facilitating queries about a virtual communication session are provided. A communication platform receives an initial query about the virtual communication session from a user. The communication platform accesses virtual communication data associated with a virtual communication session. The communication platform generates an initial response to the initial query based on the virtual communication data using a first pre-trained generative artificial intelligence (AI) model. The communication platform generates a first set of follow-up queries based on the initial response using a second pre-trained generative AI model. The communication platform receives a selection of a first follow-up query out of the first set of follow-up queries. The communication platform provides a first response to the first follow-up query using the first pre-trained generative AI model.

Abstract: A frequency reconfigurable phased array system comprises a signal generator outputting a power signal with an adjustable frequency, a plurality of radio frequency (RF) modules receiving the power signal, a control module generating excitation mode parameter sets and material processing event sets, a first database storing the excitation mode parameter sets, and a second database storing the material processing event sets. The control module generates a material processing schedule by selecting one of the material processing event sets based on a material recipe, an average power, and a total time of a material, and controls a signal frequency of the signal generator according to the material processing schedule and the excitation mode parameter sets, and a RF phase and a RF power of each of the RF modules, to have the RF modules generating a power signal.

Abstract: A session shared data system accesses a first communication between a user and a support agent on a first communication channel and stores communication data associated with the first communication in a session shared data object. The session shared data system accesses a subsequent communication between the user and a second agent on a second communication channel, receives a query associated with the subsequent communication and transmits the response to a device of the second agent.

Abstract: Example methods and systems for automatic suggestion and generation of meeting schedules are provided. A communication platform accesses virtual interaction data associated with a virtual interaction. The communication platform detects a meeting intent based on the virtual interaction data. The communication platform also predicts multiple meeting attendees, determines one or more meeting times, and generates a meeting title based on the virtual interaction data and other related data. The communication platform provides a meeting schedule suggestion to a participant in the virtual interaction. The meeting schedule suggestion includes the meeting title, identifications of the multiple attendees, and the one or more meeting times.

Abstract: An atomic-scale cluster storage and compute device is successively provided with a substrate and oxide layer, a gate electrode, and a gate dielectric layer from bottom to top; at least one conductive electrode is provided on the gate dielectric layer, and one nanoscale gap is provided on each conductive electrode; two sides of the nanoscale gap are a source electrode and a drain electrode, and a combined molecular system is provided in the nanoscale gap; the combined molecular system is a composite system of one or more functional atoms and a single molecule, which forms good contact with a source electrode and a drain electrode, and the combined molecular system has the feature of a single electric dipole and bistable state. A combined molecular system of a single molecule with several functional atoms is constructed; the combined molecular system has the feature of a single electric dipole and bistable state.

Abstract: A method for controlling a marine vehicle propulsion system is disclosed. The propulsion system includes a cyclorotor propeller, an actuator arrangement, and a controller. The method includes receiving, by the controller, a request including at least one force request and/or at least one torque request; determining, by the controller, values for a set of control parameters based on the request; and controlling, by the actuator arrangement receiving the values for the set of control parameters from the controller, the cyclorotor propeller based on the values received.

Abstract: Personal care compositions having at least a cleansing phase and a benefit phase. The cleansing phase includes a surfactant A or a surfactant B. The surfactant A includes a C13 alkyl sulfate anionic surfactant. The surfactant B has a mixture of C12 and C13 alkyl sulfate anionic surfactants. The cleansing phase also includes a zwitterionic surfactant. The zwitterionic surfactant includes an hydroxysultaine. The cleansing phase has a structuring system having: optionally a non-ionic emulsifier; optionally a rheology modifier; and from about 3% to about 10% by weight of the personal care composition, of an electrolyte. The benefit phase includes a benefit agent.

Abstract: The apparatus (100A) comprises a cover plate (102) for focusing a terahertz beam (108) and a bottom plate (104) for enhancing an absorption signal of a sample (106) to the terahertz beam (108). The apparatus (100A) comprises a terahertz time-domain spectroscopy module (110) for acquiring (802) terahertz time-domain spectroscopy (THz TDS) data. The apparatus (100A) comprises a processor (120) configured to implement a trained machine learning model (130) that is trained on training dataset (114) comprising a pure compound dataset (114a) and a mixture dataset (114b). The trained machine learning model (130) is configured to process (804) an acquired THz TDS data (116) for obtaining a reduced dimensionality dataset (118); extract (806) at least one feature (118a) from the reduced dimensionality dataset (118); generate (808) a classification label (122) for the reduced dimensionality dataset (118); and indicate (810) a probability of identifying the chemical compound (112).

Abstract: An apparatus, method and computer program for controlling propulsion of marine vessel. The propulsion is implemented by a foil wheel propulsion system. The method includes: receiving a wheel operation status from a wheel drive; receiving a plurality of foil operation statuses from a plurality of foil drives; receiving a command from a vessel control system; generating wheel control data for the wheel drive to control a foil pitch function of the foil wheel propulsion system based on the command in view of the wheel operation status; and generating foil control data for the plurality of the foil drives to further control the foil pitch function of the foil wheel propulsion system based on the command in view of the wheel operation status and the plurality of foil operation statuses, wherein a reference torque of the foil control data for each foil drive is generated using a foil feedforward model.

Abstract: A contact center server receives a request to determine a number of agents working at a future time. The contact center server generates, using a combination engine, a combination of one or more modeling engines from multiple modeling engines. The contact center server determines, using the combination of the one or more modeling engines, the number of agents. The contact center server provides an output representing the number of agents.

Abstract: A contact center server obtains historical contact center data of a contact center by tracking contact center conditions. The contact center server trains, based on the historical contact center data, multiple modeling engines to generate agent demand data representing a number of agents working at a given time. The contact center server trains, based on the historical center contact center data and performance data of the multiple modeling engines, a combination engine to generate a combination of one or more modeling engines from the multiple modeling engines. The contact center server provides an output representing the trained combination engine and the multiple modeling engines.

Abstract: Systems and methods for providing rule-based and AI-based hybrid analytics to facilitate actions for a project are provided. A communication analytics platform accesses project metadata and communication data associated with a project. The communication analytics platform determines a first risk score of the project based on the project metadata and the communication data using a rule-based analytics model. The communication analytics platform determines a second risk score of the project based on the project metadata and the communication data using an artificial intelligence (AI)-based analytics model. The communication analytics platform determines a risk level of the project based on the first risk score and the second risk score. The communication analytics platform provides a notification message based on the risk level to a user associated with the project.

Abstract: Personal cleansing compositions having at least a cleansing phase and a benefit phase. The cleansing phase includes a first surfactant. The first surfactant has a mixtures of C12 and C13 alkyl sulfate anionic surfactants; a zwitterionic surfactant. The zwitterionic surfactant includes a betaine; a structuring system having: optionally, a non-ionic emulsifier; optionally, a rheology modifier; and an electrolyte. The benefit phase includes a benefit agent.

Abstract: This application is applicable to the field of terminal technologies, and in particular, to a collaborative display method, a terminal device, and a computer-readable storage medium. In the method, a first display region of a home screen of a first terminal device in a second terminal device and a second display region of a virtual screen in the second terminal device may be determined, so that the second terminal device may display the home screen in the first display region and display the virtual screen in the second display region.

Abstract: Methods and systems provide for virtual meeting coaching with dynamically extracted content. In one embodiment, the system receives transcripts for a plurality of selected meetings from within a communication platform, the meetings being selected for question extraction; extracts, via a question extraction model, questions from the transcripts for the selected meetings; extracts, from the questions, a number of expected answers, each expected answer associated with one of the questions; connects to a coaching session with one or more participants and a virtual coaching agent; transmits, by the virtual coaching agent, at least a subset of the extracted questions to the participants; receives answers to the subset of the extracted questions by participants; and generates one or more evaluation scores for the participants corresponding to each of the answers, the evaluation scores being based at least in part on the extracted expected answers associated with the subset of the extracted questions.

Abstract: Methods and systems provide for virtual meeting coaching with content-based evaluation. In one embodiment, the system receives a set of coaching items including a number of questions each associated with an expected answer; connects to a coaching session including one or more participants and a virtual coaching agent; for each question and for at least a subset of the participants: transmitting the question, by the virtual coaching agent, to the client device used by the participant; receiving an answer to the question by the participant, the answer including media of the participant; receiving text of utterances spoken by the participant during the answer; generating one or more evaluation scores for the answer based on evaluating at least the content of the answer to the question; and transmitting an overall evaluation score for each of the subset of participants based on the generated evaluation scores for that participant.

Abstract: The present disclosure proposes method and apparatus for query-based table visualization. A query may be obtained. At least one search result for the query may be obtained. A table may be extracted from the at least one search result. At least one chart corresponding to the table may be generated based on the query and the table.

Abstract: A flue gas purification system for hazardous waste incineration and a purification method are provided. The flue gas purification system includes a cooling deacidification coupling device. The cooling deacidification coupling device includes a reaction tower. A top of the reaction tower is installed with a spraying device, an inlet end of the spraying device is connected to a first liquid inlet pipe and a second liquid inlet pipe, the first liquid inlet pipe and the second liquid inlet pipe are configured to transmit a cooling substance and a deacidification substance. The reaction tower is connected to a gas inlet pipe and a gas outlet pipe. A bottom of the reaction tower is connected to an output pipe configured to output substances generated in the reaction tower. The spraying device is configured to mix the cooling substance and the deacidification substance with the flue gas.

Abstract: Provided is a method of ion beam processing based on optical microscopy imaging, including: marking a surface of a sample using the ion beam, so as obtain a registration reference pattern; performing a three-dimensional optical imaging on the sample to obtain a first three-dimensional light microscopy image; projecting the first three-dimensional light microscopy image to a cutting angle of the ion beam, and determining a first position of a to-be-researched target in the first three-dimensional light microscopy image based on the registration reference pattern; performing an ion beam imaging on the sample to obtain an image excited by the ion beam, and determining, according to the first position, a second position of the to-be-researched target in the image excited by the ion beam; and thinning the sample according to the second position to obtain a first slice containing the to-be-researched target.