Abstract: Systems, apparatuses, and methods include technology that identifies a first dataset that comprises a plurality of data values, and partitions the first dataset into a plurality of bins to generate a second dataset, where the second dataset is a compressed version of the first dataset. The technology randomly subsamples data associated with the first dataset to obtain groups of randomly subsampled data, and generates a plurality of decision tree models during an unsupervised learning process based on the groups of randomly subsampled data and the second dataset.

Abstract: A system and a method for configuring standard gas are provided. The system includes a vacuum pump group, a main gas source, an auxiliary gas source, a mixing device and a storage device. The main input pipeline of the mixing device has an input end communicated with the main gas source and an output end communicated with a mixer, the main input pipeline has a first pneumatic valve and a second pneumatic valve at intervals; the auxiliary input pipeline has an input end communicated with the auxiliary gas source and an output end communicated with the mixer, the auxiliary input pipeline has a first manual valve and a second manual valve at intervals; an output pipeline has an input end communicated with the mixer and an output end communicated with the storage device, the output pipeline has a third pneumatic valve and a fourth pneumatic valve at intervals.

Abstract: A purification system for nitrogen gas and xenon gas in water and a static isotopic analysis method thereof are provided. The system includes a sample container, a carbon dioxide ice cold trap, a gas delivery main pipe and a mass spectrometer for noble gas communicated sequentially. The gas delivery main pipe is provided with branch pipelines communicated with a cryo pump and a vacuum pump set respectively, the mass spectrometer for noble gas is communicated with the vacuum pump set, and the cryo pump adsorbs or releases nitrogen gas and/or xenon gas by setting different temperatures of the cryo pump. Inlet and outlet sides of the carbon dioxide ice cold trap are respectively provided with a first valve and a second valve. Fourth and fifth valves are respectively disposed between the gas delivery main pipe and the vacuum pump set, and between the gas delivery main pipe and the cryo pump.

Abstract: A system and a method for configuring standard gas are provided. The system includes a vacuum pump group, a main gas source, an auxiliary gas source, a mixing device and a storage device. The main input pipeline of the mixing device has an input end communicated with the main gas source and an output end communicated with a mixer, the main input pipeline has a first pneumatic valve and a second pneumatic valve at intervals; the auxiliary input pipeline has an input end communicated with the auxiliary gas source and an output end communicated with the mixer, the auxiliary input pipeline has a first manual valve and a second manual valve at intervals; an output pipeline has an input end communicated with the mixer and an output end communicated with the storage device, the output pipeline has a third pneumatic valve and a fourth pneumatic valve at intervals.

Abstract: A BIST (built-in self-test) adaptive port (BAP) interface enables an in-field MBIST (memory BIST). The BAP enables non-destructive testing of the memory locations. The BAP includes registers to store contents of the memory device during the in-field MBIST on the memory device. The BAP can store the starting address of the next infield periodic testing and operational data from a selected memory address in the registers while the MBIST controller performs the test on the memory address. The system can then restore the operational contents of the memory after the test is complete.

Abstract: In one embodiment, an apparatus includes: a functional circuit to execute operations; test circuitry to execute infield testing of at least a portion of the functional circuit; a plurality of sensors to sense sensor information; and a test controller coupled to the test circuitry, the test controller to prevent at least a portion of the test circuitry from execution of the infield testing based at least in part on the sensor information. Other embodiments are described and claimed.

Abstract: The disclosure discloses a method for calibrating a mass discrimination effect of a neon isotope ratio, belonging to a field of isotope measurement. The following steps are provided: providing N kinds of standard gases with different gas semaphores, and respectively testing 20Ne and 22Ne in the N kinds of standard gases (air) by using a mass spectrometer to obtain N data sets; obtaining a functional equation (20Ne/22Ne)air=20Ne/22Ne=A(22Ne)+B from the N data sets by a mathematical fitting method; providing a test sample, and testing 20Nesample and 22Nesample in the sample by a mass spectrometer; making 22Ne equal to 22Nesample, obtaining a functional equation (20Ne/22Ne)air(sample)=A(22Nesample)+B; obtaining a mass discrimination factor according to D=(20Ne/22Ne)air(sample)/(20Ne/22Ne)standard; obtaining a real value of the sample according to (20Ne/22Ne)sample real=(20Nesample/22Nesample)/D.

Abstract: Techniques and mechanisms for an integrated circuit (IC) die to support in-field testing and/or repair of a lane in a three-dimensional (3D) IC which is formed with multiple IC dies. In an embodiment, the 3D IC comprises test units which each correspond to a different partition comprising respective circuit resources. During in-field operation of the 3D IC, a given test unit is operable to detect both a first condition wherein two partitions are each in an idle state, and a second condition wherein a first link between the two partitions fails to satisfy a performance criteria. The idle states are indicated by a power management controller (PMC) agent during runtime operation of the 3D IC. In another embodiment, one or more test units configure an operational mode, based on the detected conditions, to substitute communication via the first lane with communication via a repair lane.

Abstract: The disclosure provides a test device and a test method for isotope measurement of noble gases in lunar soil. The testing device includes a carbon dioxide laser ultra-high vacuum sample melting system, zirconium-aluminum getters, a vacuum dry pump, a first molecular pump, a second molecular pump, a neon gas capture unit, an argon gas capture unit, an argon krypton-xenon capture unit, a dilution tank, a sputtering ion pump and a noble gas mass spectrometer which are connected through pipelines, and each pipeline and each component are connected through a specific way; in addition, control valves for controlling the opening and closing of the pipelines are installed on the connection path between each pipeline and each component, and the disclosure also provides a matching test method.

Abstract: The present disclosure discloses an indoor structure segmentation method based on a laser measurement point cloud. The method includes the following steps: inputting an indoor three-dimensional point cloud, and performing supervoxel segmentation of the point cloud using a toward better boundary preserved supervoxel (TBBPS) segmentation method based on a given initial resolution r to extract a plane supervoxel unit; extracting surface point units in surface supervoxels by means of curvatures and normal vector changes; fitting an indoor plane model based on plane supervoxels; fitting an indoor surface model using a cylindrical simplex based on surface points; and based on an ?-expansion optimization algorithm, allocating the extracted supervoxel units and surface point units to an optimal model, so as to realize unit classification and segmentation.

Abstract: The present disclosure discloses an indoor structure segmentation method based on a laser measurement point cloud. The method includes the following steps: inputting an indoor three-dimensional point cloud, and performing supervoxel segmentation of the point cloud using a toward better boundary preserved supervoxel (TBBPS) segmentation method based on a given initial resolution r to extract a plane supervoxel unit; extracting surface point units in surface supervoxels by means of curvatures and normal vector changes; fitting an indoor plane model based on plane supervoxels; fitting an indoor surface model using a cylindrical simplex based on surface points; and based on an ?-expansion optimization algorithm, allocating the extracted supervoxel units and surface point units to an optimal model, so as to realize unit classification and segmentation.

Abstract: A water-containing simulated lunar soil preparation and water content measurement system and method is provided. The system includes a water-containing simulated lunar soil preparation unit, a low-pressure environment simulation unit, and a water content analysis unit. The water-containing simulated lunar soil preparation unit includes a preparation pipeline, a low-temperature lunar soil cold trap, and a low-temperature water ice cold trap. Both ends of the preparation pipeline are connected with the low-temperature lunar soil cold trap and the low-temperature water ice cold trap through a first opening and closing valve and a second opening and closing valve, respectively. The low-pressure environment simulation unit includes a low-pressure pipeline provided with a vacuum pump. Both ends of the low-pressure pipeline are connected with the preparation pipeline and the water content analysis unit through a first pneumatic valve and a second pneumatic valve, respectively.

Abstract: A water-containing simulated lunar soil preparation and water content measurement system and method is provided. The system includes a water-containing simulated lunar soil preparation unit, a low-pressure environment simulation unit, and a water content analysis unit. The water-containing simulated lunar soil preparation unit includes a preparation pipeline, a low-temperature lunar soil cold trap, and a low-temperature water ice cold trap. Both ends of the preparation pipeline are connected with the low-temperature lunar soil cold trap and the low-temperature water ice cold trap through a first opening and closing valve and a second opening and closing valve, respectively. The low-pressure environment simulation unit includes a low-pressure pipeline provided with a vacuum pump. Both ends of the low-pressure pipeline are connected with the preparation pipeline and the water content analysis unit through a first pneumatic valve and a second pneumatic valve, respectively.

Abstract: Methods and apparatus relating to intelligent sensors for high quality silicon life cycle management as well as efficient infield structural and/or functional testing are described. In an embodiment, one or more registers store configuration data. A sensor having sensor event detection logic circuitry detects an event based at least in part on one or more sensor signals and the stored configuration data. The sensor event detection logic circuitry generates a signal to cause interrupt generator logic circuitry of the sensor to generate an interrupt. Other embodiments are also disclosed and claimed.

Abstract: Systems and methods disclosed herein are related to an intelligent UI element selection system using eye-gaze technology. In some example aspects, a UI element selection zone may be determined. The selection zone may be defined as an area surrounding a boundary of the UI element. Gaze input may be received and the gaze input may be compared with the selection zone to determine an intent of the user. The gaze input may comprise one or more gaze locations. Each gaze location may be assigned a value according to its proximity to the UI element and/or its relation to the UI element's selection zone. Each UI element may be assigned a threshold. If the aggregated value of gaze input is equal to or greater than the threshold for the UI element, then the UI element may be selected.

Abstract: Systems and methods disclosed herein are related to an intelligent UI element selection system using eye-gaze technology. In some example aspects, a UI element selection zone may be determined. The selection zone may be defined as an area surrounding a boundary of the UI element. Gaze input may be received and the gaze input may be compared with the selection zone to determine an intent of the user. The gaze input may comprise one or more gaze locations. Each gaze location may be assigned a value according to its proximity to the UI element and/or its relation to the UI element's selection zone. Each UI element may be assigned a threshold. If the aggregated value of gaze input is equal to or greater than the threshold for the UI element, then the UI element may be selected.

Abstract: A computer system is provided. The computer system includes a memory; a user interface; and a processor coupled with the memory and the user interface. The processor is configured to detect, within a response addressed to a browser, one or more identifiers of one or more web resources; determine relevance information associated with the one or more web resources; embed the relevance information into the response to generate an augmented response; and communicate the augmented response to the browser.

Abstract: Methods and systems for authenticating users based on user application activities are described herein. One or more questions and one or more answers may be generated and stored based on a history of user application activities associated with a user. The one or more questions and one or more answers may be generated randomly, and may relate to one or more other users. A request for access to a service may be received. Based on the request, a question associated with the history of user application activity may be selected and presented to the user. A candidate answer may be received from the user, and the user may be authenticated based on comparing the candidate answer to an answer associated with the question presented.

Abstract: The disclosure is directed to novel predictive methods and personalized therapies for treating a patient with cancer such as breast cancer. Specifically, this disclosure relates to methods of treating a patient having cancer by selectively administering a combination of CDK 4/6 inhibitor and letrozole. Also disclosed herein are transmittable forms of information, diagnostic methods, and kits useful in predicting the likelihood that a patient having cancer, e.g., breast cancer will respond to treatment with a combination of a CDK 4/6 inhibitor, e.g., a ribociclib and an aromatase inhibitor, letrozol.

Abstract: The present disclosure provides a low-energy-consumption in-situ extraction system for lunar rare gas and an extraction method. The system includes a screening device, a grinding device and a heating device. The method includes: a. using a robot arm to collect lunar soil and put into the screening device, and screening lunar soil with a particle size below 100 ?m; b. adding and grinding screened lunar soil in the grinding device; c. adding and heating ground lunar soil in the heating device to 150-250° C., and releasing rare gases adsorbed. The present disclosure uses screening, grinding combined with traditional heating methods to achieve low power consumption in extracting rare gases on the surface of the moon, and extraction power consumption is only 10-30% of the power consumption of hot-melt extraction at 900° C. in the prior art, which is beneficial to promote the lunar resource utilization.