Abstract: A device connected by a link to a host system can include a first port to receive a capability configuration message across a link and a message request receiving logic comprising hardware circuitry to identify a capability of the device identified in the capability configuration message, determine that the capability is to be presented or hidden from operation based on a capability hide enable bit in the capability configuration message, and configure a capability linked list to present or hide the capability based on the determination. The device can also include a message response generator logic comprising hardware circuitry to generate a response message indicating that the capability is to be presented or hidden from operation. The device can include a second port to transmit the response message across the link.

Abstract: Disclosed are a digital PCR chip, and a droplet generation system and detection system containing same. The digital PCR chip comprises a chip body having a droplet storage cavity, and a liquid inlet provided in the chip body; and the digital PCR chip further comprises a containing cavity, which stands on the chip body and is in communication with the liquid inlet, and a liquid outlet provided in the chip body. The chip body further comprises a first channel enabling the liquid inlet to be in communication with the droplet storage cavity, and a second channel enabling the liquid outlet to be in communication with the droplet storage cavity, wherein the first channel has a first internal channel located inside the chip body, and the second channel has a second internal channel located inside the chip body. Droplets are generated in the containing cavity, and then pass through the liquid inlet and the first channel to enter the droplet storage cavity.

Abstract: A handshake communication mechanism between a host and an end-point device permits multiple Base Address Registers (BAR registers) to be configured to size or resize the mapped address spaces associated with each BAR register. In one embodiment, the handshake communication mechanism includes a single address space reconfiguration request which may be transmitted in a single transaction layer packet, to request the configuration of multiple BAR registers of an end-point device. Other features and advantages may be realized, depending upon the particular application.

Abstract: Systems and methods that provide for transmission of messages among nodes (e.g., acceleration components configurable to accelerate a service) using a time-synchronized transport layer (TSL) protocol are provided. An example method, in a network comprising at least a first node, a second node, and a third node, includes each of the at least the first node, the second node, and the third node synchronizing a respective clock to a common clock. The method further includes each of the at least the first node, the second node, and the third node scheduling data transmission in the network in a manner such that at a particular time in reference to the common clock each of the at least the first node, the second node, and the third node is scheduled to receive data from only one of the first node, the second node, or the third node.

Abstract: A method and a system for predicting a medium-long term water demand of a water supply network including: building a gray model; acquiring an urban historical water demand data set; processing the historical water demand data set to obtain a processed water demand data set; inputting the processed water demand data set into the gray model to obtain a medium-long term water demand prediction value; acquiring a medium-long term water demand actual value; obtaining a first prediction error according to the medium-long term water demand prediction value and the medium-long term water demand actual value; inputting the first prediction error into an artificial neutral network model to repeatedly conduct a prediction so as to obtain a second prediction error; predicting a medium-long term water demand of the water supply network according to the medium-long term water demand prediction value and the second prediction error.

Abstract: A UV-curable and recyclable thermoset shape memory polymer is provided. The polymer includes a vitrimer-based monomer and a photoinitiator. The vitrimer-based monomer includes a first unit rendering a high chain stiffness upon polymerization of the monomer, and a second photopolymerizable unit for photopolymerization of the monomer under a UV irradiation. The polymer has high strength, high stiffness, high recovery stress, high energy storage, reasonable recycling efficiency, and is printable using SLA with high resolution.

Abstract: The present invention provides a biological morph-genetic WO3 photocatalyst and a preparation method and application thereof, and belongs to the technical field of photocatalysis The preparation method of the present invention includes the following steps: impregnating a rice husk into a tungsten source solution, and roasting an obtained solid material after solid-liquid separation to obtain the biological morph-genetic WO3 photocatalyst.

Abstract: Systems and devices can include a power management controller to determine a low power mode exit timing from a plurality of low power mode exit timing options, and cause the setting of a low power mode control register based on the determined low power mode exit timing. A message generator can generate a power mode request message. The power mode request message indicating the determined low power mode exiting timing. The power mode request message can be transmitted to a host across a multilane link.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a machine learning model. A method includes: maintaining a plurality of training sessions; assigning, to each worker of one or more workers, a respective training session of the plurality of training sessions; repeatedly performing operations until meeting one or more termination criteria, the operations comprising: receiving an updated training session from a respective worker of the one or more workers, selecting a second training session, selecting, based on comparing the updated training session and the second training session using a fitness evaluation function, either the updated training session or the second training session as a parent training session, generating a child training session from the selected parent training session, and assigning the child training session to an available worker, and selecting a candidate model to be a trained model for the machine learning model.

Abstract: The present disclosure provides a synergist for a water-base drilling fluid and a preparation method therefor, a water-base drilling fluid and an application thereof, and belongs to the field of drilling fluid technologies. The synergist is prepared from raw materials comprising the following parts by weight: 15˜25 parts of sodium styrene sulfonate, 8˜15 parts of allyl trimethyl ammonium chloride, 2˜8 parts of didodecyldimethylammonium bromide, 1˜5 parts of n-octyl triethoxysilane, 1˜5 parts of propyltriethoxysilane, 1˜5 parts of disodium lauryl sulfosuccinate, 10˜20 parts of nano silica, 8˜15 parts of paraffin, and the like.

Abstract: Devices, systems and methods for optical spectroscopy using a Fourier transform that improve measurement speed, and relax the sampling rate and dynamic range requirements compared to conventional techniques, are described. One exemplary method for optical Fourier transform spectroscopy includes receiving a broadband signal, spectrally partitioning the broadband signal to generate a plurality of spectral channel interferograms, computing a one-dimensional Fourier transform of a function of each of the plurality of spectral channel interferograms to generate each of a plurality of channel spectrums, and reconstructing a spectrum of the broadband signal based on the plurality of channel spectrums. Embodiments of the disclosed technology include a free-space channel dispersed Fourier transform spectrometer and an integrated silicon-on-insulator Fourier transform spectrometer.

Abstract: Porous polymer microsphere having radial optical anisotropy and diverse swelling states when dispersed in different solvents, which have ability to well swell the porous microspheres. A method for preparing the porous polymer microspheres, including: forming a homogeneous liquid crystal mixture; dispersing the liquid crystal mixture into a continuous phase to form a emulsion of liquid crystal droplets; polymerizing the at least one reactive liquid crystal to form intermediate microspheres; removing the at least one non-reactive liquid crystal compound to form the porous polymer microspheres; separating, washing and dispersing or drying the porous polymer microspheres. The polymer microspheres can be used as the stationary phase in chromatograph separation, improving separation efficiency and column packing efficiency.

Abstract: Systems and devices can include power management circuitry to manage the entry and exit of active state power management (APSM) link states, such as the transition between an active (L0) state and a low power state (e.g., L1). The power management circuitry can cause a downstream component to initiate an ASPM link state change negotiation based on an ASPM link state change condition being met. An ASPM event analysis logic can identify and track events that occur proximate in time to the ASPM link state change and can correlate the occurrences of the event with ASPM link state changes. An ASPM policy tuning logic can use a correlation between the occurrences of the event and ASPM link state changes to adjust or tune the ASPM link state change condition.

Abstract: A lighter than air vehicle with a hull, a laminate for such hull and a method of production of such laminate A lighter-than-air vehicle comprising a hull of a laminate material with a reinforcing fibre layer, for example Zylon®, and a first, and optionally second, Ethylene Vinyl Alcohol film melt-bonded into the fibre layer. A weathering layer protects the fibres against UV degradation.

Abstract: An interface of a device is used to couple to another device and includes a set of data pins to support high speed data communication on an interconnect link between the devices based on an interconnect protocol. The interface further includes at least one auxiliary pin to support a particular signal defined by the interconnect protocol. The device is further configurated to generate hint data for use by the other device and send the hint data as a sideband signal to the other device over the auxiliary pin, where the sideband signal is distinct from signals defined for the auxiliary pin by the interconnect protocol.

Abstract: An ESD failure early warning circuit for an integrated circuit is disclosed, including a positive voltage stress generation module, a negative voltage stress generation module, a buck module, a warning output module, capacitors C006, C007, and diodes D001, D002, D003, D004 and D005. The ESD failure early warning circuit can report a warning timely when there is an ESD event in the monitored integrated circuit, to improve the reliability of the device effectively. Moreover, the stress voltage generated by the positive voltage stress generation module and the negative voltage stress generation module is adjustable, so the stress voltage can be set flexibly by a user according to actual condition of the monitored integrated circuit. The present invention has high flexibility and wide application prospect.

Abstract: Ligand-cytotoxic drug conjugates, pharmaceutical compositions, preparation methods, and pharmaceutical uses thereof are provided. More specifically, a ligand-cytotoxic drug conjugate of general formula Pc-(X-Y-D)n is provided. The ligand-cytotoxic drug conjugate can be used to treat cancer via receptor modulation.

Abstract: Methods and apparatus for optimizing device power and efficiency based on host-controlled hints prior to low-power entry for PCI Express blocks and components. Data structures containing low-power state capability information mapping one or more fine-grained low-power states for each of at least one of an L0s, L1, L1.1, and L1.2 PCIe-defined low-power state are stored on a PCIe device coupled to a Host via a PCIe link. Messages are exchanged over the PCIe link between the Host and PCIe device to configure, using the low-power state capability information, blocks and/or components on the PCIe device to enter a fine-grained low-power state instead of an associated PCIe-defined low-power state mapped to the fine-grained low-power state when the PCIe device detects a power-change event or receives a command to enter the associated PCIe-defined low-power state. Sequences of power-level changes between multiple fine-grained low-power states may also be implemented.

Abstract: A device connected by a link to a host system can include a first port to receive a capability configuration message across a link and a message request receiving logic comprising hardware circuitry to identify a capability of the device identified in the capability configuration message, determine that the capability is to be presented or hidden from operation based on a capability hide enable bit in the capability configuration message, and configure a capability linked list to present or hide the capability based on the determination. The device can also include a message response generator logic comprising hardware circuitry to generate a response message indicating that the capability is to be presented or hidden from operation. The device can include a second port to transmit the response message across the link.