Abstract: A system and a method for emergency supervision of an open flame area in a smart city based on an IoT large model are provided. The system includes an emergency supervision management platform configured to: determine a first hazardous area based on a gas output flow rate of at least one gas storage tank and a gas usage flow rate of at least one gas device in at least one area; control a UAV to travel to the first hazardous area based on a UAV acquisition command, and acquire a device image sequence; determine, based on the device image sequence, a flame feature through a feature recognition large model; determine an explosion risk of the first hazardous area based on the flame feature and an air flow rate; and determine a valve closure command based on the explosion risk, and close a target valve based on the valve closure command.

Abstract: A system and a method for gas emergency management in an urban public based on a IoT large model are provided. The method includes: obtaining gas monitoring data of a target region; in response to an evacuation condition being satisfied; generating an evacuation parameter based on the gas monitoring data and region data of the target region; and based on the evacuation parameter, sending an evacuation control signal to an evacuation device deployed in the target region to control the evacuation device to guide an evacuation of personnel in the target region. Guiding the evacuation of personnel includes: controlling a display device to display the evacuation path; controlling a display color and an indication direction of an electronic indicator sign; controlling a lighting brightness and a lighting mode of a lighting device; and controlling an on-off state of a gate.

Abstract: A system for emergency prevention and control for urban lifeline gas pipelines during flooding based on a large model is provided. The system includes an emergency supervision-management platform configured to: construct a gas pipeline network map based on pipeline pressures and gas flow rates of a plurality of pipeline nodes; determine a plurality of suspected leakage points and a plurality of leakage confidence levels of the plurality of suspected leakage points; perform an evaluating process on each suspected leakage point; determine, based on a plurality of corrosion risks and a plurality of deformation risks of the plurality of suspected leakage points, a comprehensive risk of a target pipeline node using a prediction model; and in response to the comprehensive risk meeting a drainage condition, automatically send a control signal to a drainage robot to drive the drainage robot to carry out drainage.

Abstract: Disclosed herein are a method, a system, and a storage medium for smart gas unmanned inspection based on an Internet of Things (IoT). The method includes: obtaining region data of a management region; determining whether to identify the management region as a region to be inspected based on the region data and traffic data of the management region; in response to determining that the management region is identified as the region to be inspected, determining an inspection parameter of the region to be inspected; the inspection parameter being related to at least one of a pipeline monitoring device, an inspector, and an unmanned inspection device; and sending the inspection parameter to the government safety monitoring object platform to control at least one of the pipeline monitoring device, the inspector, and the unmanned inspection device to complete an inspection of the region to be inspected.

Abstract: The present disclosure relates to an IoT large model system and a method for monitoring smart city building deformation. The method includes: determining a device distribution parameter based on three-dimensional data of a target building; generating a deployment instruction based on the device distribution parameter, and controlling a robot to install a plurality of monitoring devices based on the deployment instruction; determining, based on monitoring data obtained from the plurality of monitoring devices during a first time period, deformation data of the target building during a second time period using a deformation prediction model; determining a plurality of control forces based on the deformation data, and determining a first protection parameter based on the plurality of control forces; and sending a control signal to a damper network based on the first protection parameter to actuate a servo-motor actuator of each damper unit of the damper network to generate a force.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, recombinant polymerases and biologically active fragments thereof are provided that allow for nucleic acid amplification. In some aspects, the disclosure provides recombinant polymerases that yield lower systematic error rates and/or improved accuracy, when used in sequencing by synthesis reactions as compared to a control polymerase. In one aspect, the disclosure relates to recombinant polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In another aspect, the recombinant polymerases are useful for the amplification of nucleic acid templates during PCR, emPCR, isothermal amplification, recombinase polymerase amplification, rolling circle amplification, strand displacement amplification and proximity ligation amplification.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, modified polymerases and biologically active fragment thereof are provided that allow for nucleic acid amplification. In one aspect, the disclosure relates to modified polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In some aspects, the disclosure relates to modified polymerases useful for the generation of nucleic acid libraries or nucleic acid templates for use in various downstream processes. In some aspects, the disclosure relates to the identification of homologous amino acid mutations that can be transferred across classes or families of polymerases to provide novel polymerases with altered catalytic properties. In some aspects, the disclosure provides modified polymerases having enhanced catalytic properties as compared to a reference polymerase.

Abstract: Provided herein are compositions and systems for use in polymerase-dependent, nucleotide transient-binding methods. The methods are useful for deducing the sequence of a template nucleic acid molecule and single nucleotide polymorphism (SNP) analyses. The methods rely on the fact that the polymerase transient-binding time for a complementary nucleotide is longer compared to that of a non-complementary nucleotide. The labeled nucleotides transiently-binds the polymerase in a template-dependent manner, but does not incorporate. The methods are conducted under any reaction condition that permits transient binding of a complementary or non-complementary nucleotide to a polymerase, and inhibits nucleotide incorporation.

Abstract: Provided are methods for preparing a library of target nucleic acid sequences, as well as compositions and uses therefor. Methods comprise contacting a nucleic acid sample with a plurality of adaptors capable of amplification of one or more target nucleic acid sequences under conditions wherein the target nucleic acid(s) undergo a first amplification; digesting the resulting first amplification products; repairing the digested target amplicons; and amplifying the repaired products in a second amplification, thereby producing a library of target nucleic acid sequence. Each of the plurality of adaptor compositions comprise a handle and a targeted nucleic acid sequence and optionally one or more tag sequences. Provided methods may be carried out in a single, addition only workflow reaction, allowing for rapid production of highly multiplexed targeted libraries, optionally including unique tag sequences. Resulting library compositions are useful for a variety of applications, including sequencing applications.

Abstract: Provided herein are compositions and systems for use in polymerase-dependent, nucleotide transient-binding methods. The methods are useful for deducing the sequence of a template nucleic acid molecule and single nucleotide polymorphism (SNP) analyses. The methods rely on the fact that the polymerase transient-binding time for a complementary nucleotide is longer compared to that of a non-complementary nucleotide. The labeled nucleotides transiently-binds the polymerase in a template-dependent manner, but does not incorporate. The methods are conducted under any reaction condition that permits transient binding of a complementary or non-complementary nucleotide to a polymerase, and inhibits nucleotide incorporation.

Abstract: A method for depositing particles on a surface includes receiving a plurality of particles, a particle of the plurality of particles having a polymer matrix conjugated to nucleic acid strands, exposing the plurality of particles to a solution; and applying the plurality of particles to a surface following exposing the plurality of particles to the solution, particles of the plurality of particles depositing on the surface. The solution includes a magnesium salt in a range of 30 mM to 500 mM and polyethylene glycol.

Abstract: Provided are methods for preparing a library of target nucleic acid sequences, as well as compositions and uses therefor. Methods comprise contacting a nucleic acid sample with a plurality of adaptors capable of amplification of one or more target nucleic acid sequences under conditions wherein the target nucleic acid(s) undergo a first amplification; digesting the resulting first amplification products; repairing the digested target amplicons; and amplifying the repaired products in a second amplification, thereby producing a library of target nucleic acid sequence. Each of the plurality of adaptor compositions comprise a handle and a targeted nucleic acid sequence and optionally one or more tag sequences. Provided methods may be carried out in a single, addition only workflow reaction, allowing for rapid production of highly multiplexed targeted libraries, optionally including unique tag sequences. Resulting library compositions are useful for a variety of applications, including sequencing applications.

Abstract: A method for depositing particles on a surface includes receiving a plurality of particles, a particle of the plurality of particles having a polymer matrix conjugated to nucleic acid strands, exposing the plurality of particles to a solution; and applying the plurality of particles to a surface following exposing the plurality of particles to the solution, particles of the plurality of particles depositing on the surface. The solution includes a magnesium salt in a range of 30 mM to 500 mM, a potassium salt in a range of 0.8 M to 1.0 M, a buffering agent in a range of 150 mM to 500 mM, and a surfactant in a range of 0.05% to 0.5%.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, recombinant polymerases and biologically active fragments thereof are provided that allow for nucleic acid amplification. In some aspects, the disclosure provides recombinant polymerases that yield lower systematic error rates and/or improved accuracy, when used in sequencing by synthesis reactions as compared to a control polymerase. In one aspect, the disclosure relates to recombinant polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In another aspect, the recombinant polymerases are useful for the amplification of nucleic acid templates during PCR, emPCR, isothermal amplification, recombinase polymerase amplification, rolling circle amplification, strand displacement amplification and proximity ligation amplification.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, recombinant polymerases and biologically active fragments thereof are provided that allow for nucleic acid amplification. In some aspects, the disclosure provides recombinant polymerases that yield lower systematic error rates and/or improved accuracy, when used in sequencing by synthesis reactions as compared to a control polymerase. In one aspect, the disclosure relates to recombinant polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In another aspect, the recombinant polymerases are useful for the amplification of nucleic acid templates during PCR, emPCR, isothermal amplification, recombinase polymerase amplification, rolling circle amplification, strand displacement amplification and proximity ligation amplification.

Abstract: Provided herein are compositions and systems for use in polymerase-dependent, nucleotide transient-binding methods. The methods are useful for deducing the sequence of a template nucleic acid molecule and single nucleotide polymorphism (SNP) analyses. The methods rely on the fact that the polymerase transient-binding time for a complementary nucleotide is longer compared to that of a non-complementary nucleotide. The labeled nucleotides transiently-binds the polymerase in a template-dependent manner, but does not incorporate. The methods are conducted under any reaction condition that permits transient binding of a complementary or non-complementary nucleotide to a polymerase, and inhibits nucleotide incorporation.

Abstract: Provided are methods for preparing a library of target nucleic acid sequences, as well as compositions and uses therefor. Methods comprise contacting a nucleic acid sample with a plurality of adaptors capable of amplification of one or more target nucleic acid sequences under conditions wherein the target nucleic acid(s) undergo a first amplification; digesting the resulting first amplification products; repairing the digested target amplicons; and amplifying the repaired products in a second amplification, thereby producing a library of target nucleic acid sequence. Each of the plurality of adaptor compositions comprise a handle and a targeted nucleic acid sequence and optionally one or more tag sequences. Provided methods may be carried out in a single, addition only workflow reaction, allowing for rapid production of highly multiplexed targeted libraries, optionally including unique tag sequences. Resulting library compositions are useful for a variety of applications, including sequencing applications.

Abstract: Provided herein are compositions and systems for use in polymerase-dependent, nucleotide transient-binding methods. The methods are useful for deducing the sequence of a template nucleic acid molecule and single nucleotide polymorphism (SNP) analyses. The methods rely on the fact that the polymerase transient-binding time for a complementary nucleotide is longer compared to that of a non-complementary nucleotide. The labeled nucleotides transiently-binds the polymerase in a template-dependent manner, but does not incorporate. The methods are conducted under any reaction condition that permits transient binding of a complementary or non-complementary nucleotide to a polymerase, and inhibits nucleotide incorporation.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, modified polymerases and biologically active fragment thereof are provided that allow for nucleic acid amplification. In one aspect, the disclosure relates to modified polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In some aspects, the disclosure relates to modified polymerases useful for the generation of nucleic acid libraries or nucleic acid templates for use in various downstream processes. In some aspects, the disclosure relates to the identification of homologous amino acid mutations that can be transferred across classes or families of polymerases to provide novel polymerases with altered catalytic properties. In some aspects, the disclosure provides modified polymerases having enhanced catalytic properties as compared to a reference polymerase.

Abstract: The present disclosure provides compositions, methods, kits, systems and apparatus that are useful for nucleic acid polymerization. In particular, modified polymerases and biologically active fragment thereof are provided that allow for nucleic acid amplification. In one aspect, the disclosure relates to modified polymerases useful for nucleic acid sequencing, genotyping, copy number variation analysis, paired-end sequencing and other forms of genetic analysis. In some aspects, the disclosure relates to modified polymerases useful for the generation of nucleic acid libraries or nucleic acid templates for use in various downstream processes. In some aspects, the disclosure relates to the identification of homologous amino acid mutations that can be transferred across classes or families of polymerases to provide novel polymerases with altered catalytic properties. In some aspects, the disclosure provides modified polymerases having enhanced catalytic properties as compared to a reference polymerase.