NSTL国家科技图书文献中心

1. Air Corridor Planning for Urban Drone Delivery: Complexity Analysis and Comparison via Multi-Commodity Network Flow and Graph Search NSTL国家科技图书文献中心

He X. | Li L.... - 《Transportation research,Part E.Logistics and transportation review》 - 2025,193(Jan.) - 1.1～1.23 - 共23页

摘要： Multi-Commodity Network* Flow (MCNF) model, a* | UTM involves planning a city-wide network* with* | algorithms, the Sequential Route Network* Planning (SRP* | ) algorithm and the Distributed Route Network* Planning (DRP* | © 2024 Elsevier LtdUrban drone delivery, a

关键词： Drone delivery | Graph search | Multi-path planning | Network flow theory | Unmanned aircraft system traffic management (UTM)

2. Discover physically analyzable governing nonlinear ordinary differential equations of traffic network flow dynamics NSTL国家科技图书文献中心

Zihang Wei | Yang Zhou ... - 《Expert Systems with Application》 - 2025,281(Jul.) - 127642.1～127642.18 - 共18页

摘要：Traffic network* flow dynamics are formidably* | nonlinear dynamics of scalable traffic network* flow system* | new way for traffic network* flow modeling and* | system dynamics and accurately predict traffic flow | complex to be modeled and analyzed due to their high

关键词： Traffic Flow Dynamics | Macroscopic Traffic Network Model | Physically Analyzable AI | Deep Learning | Time-Delay Embedding | Sparse Identification of Nonlinear Dynamics (SINDy)

3. PTTS: Zero-knowledge proof-based private token transfer system on Ethereum blockchain and its network flow based balance range privacy attack analysis NSTL国家科技图书文献中心

Ismayilov G. | Ozturan C. - 《Journal of network and computer applications》 - 2025,233(Jan.) - 1.1～1.16 - 共16页 - 被引量：1

摘要： modeled as a network* flow problem. It is shown that in* | the nodes of the network. Although blockchains have | about the user balances by employing minimum cost flow | network algorithms that have polynomial complexity. The | also reports network* solution times and goodness*

关键词： Blockchain | Network flow | Privacy | Security | Zero-knowledge proof

4. TinyDevID: TinyML-Driven IoT Devices IDentification Using Network Flow Data NSTL国家科技图书文献中心

Priyanka Rushikesh C... | Anand Agrawal ... - 《2025 17th International Conference on Communication Systems and Networks》 - International Conference on Communication Systems and Networks - 2025, - 1335～1340 - 共6页

摘要： problem by using TinyML and a small set of generic flow | about 4.5GB of network* traces of three IoT devices in* | our laboratory setup and extracted 77 flow-based | IoT device identification is often used as the | first line of defense. However, it is challenging due

关键词： Performance evaluation | Accuracy | Microcontrollers | Tiny machine learning | Multilayer perceptrons | Feature extraction | Neural architecture search | Internet of Things | Object recognition | IP networks

5. Performance evaluation on liquid-PCM hybrid battery thermal management with spatial network flow channels NSTL国家科技图书文献中心

An, Zhiguo | Zhong, Hui ... - 《Journal of Energy Storage》 - 2025,118(May) - 1.1～1.15 - 共15页

摘要： management system (BTMS) with spatial network* flow channels* | ) cooling. The spatial network* flow channels can segment* | solid aluminum heat sink at the same mass flow. The | inlet and outlet arrangements, flow* rates, and charge* | The need to reduce charging time and increase

关键词： Lithium-ion batteries | Thermal management | Hybrid heat dissipation | Liquid cooling | DESIGN | PACK

6. Farm-flow dataset: Intrusion detection in smart agriculture based on network flows NSTL国家科技图书文献中心

Ferreira, Rafael | Bispo, Ivo ... - 《Computers and Electrical Engineering》 - 2025,121 - 共16页

摘要： features (and not on network* flow data), and analysing* | combined into network* flows, organized and made publicly* | . Indeed, there is a notable gap in network* intrusion* | present the "Farm-Flow" dataset. We created a realistic | eight types of network* attacks. Over one million*

关键词： Smart farming | Internet of Things | Machine learning | Intrusion detection system | Cybersecurity | Classification | Network flow data

7. Analyzing the Semantic Structure of Network Flow: A Threat Detection Method With Independent Generalization Capabilities NSTL国家科技图书文献中心

Yiqing Luo | Mingshu He ... - 《IEEE transactions on network science and engineering》 - 2025,12(1) - 28～43 - 共16页

摘要：Network threat detection and identification | , necessitating a redefinition of network* behaviour to enhance* | threat detection method based on flow* semantic* | , to refine the definition of flow* and behaviour* | association topology map for each flow, the proposed method

关键词： Semantics | Feature extraction | Threat assessment | Data models | Correlation | Data structures | Representation learning | Libraries | Cyberspace | Analytical models

8. Network restructuring for dynamic flow improvement NSTL国家科技图书文献中心

Tanka Nath Dhamala | Durga Prasad Khanal ... - 《Annals of operations research》 - 2025,347(3) - 1213～1247 - 共35页

摘要： very classical narrow-road city network* within weak* | flow and priority based flow maximization problems | phase, the model with objective of priority based flow | maximization allows storage of excess flow* at intermediate* | quickest flow objective which pushes all stored flow

关键词： Network optimization | Evacuation planning | Flow maximization | Quickest flow | Contraflow

9. TMS-GNN: Traffic-aware Multistep Graph Neural Network for bus passenger flow prediction NSTL国家科技图书文献中心

Asiye Baghbani | Saeed Rahmani ... - 《Transportation research,Part C.Emerging technologies》 - 2025,174(May) - 105107.1～105107.28 - 共28页

摘要：Bus network* plays a critical role in urban* | prediction of bus passenger flow* is key to improving* | efficiency of bus network* operations. In line with recent* | advances in deep learning for passenger flow* prediction* | popular due to their ability to account for the network

关键词： Passenger flow prediction | Graph neural network | Multistep prediction | Bus network

10. Assessing the resilience of carbon sequestration flow network on the Loess Plateau NSTL国家科技图书文献中心

Ya Zhang | Jing Li ... - 《Journal of cleaner production》 - 2025,492(Feb.10) - 144910.1～144910.13 - 共13页

摘要： (CSS) flow* network connection density, as well as a* | the flow* network. Meanwhile, the high concentration* | of flow* resources intensified network vulnerability* | maintaining long-term stable flow* of ecosystem services has* | this issue based on complex models and network* theory*

摘要： Multi-Commodity Network* Flow (MCNF) model, a* | UTM involves planning a city-wide network* with* | algorithms, the Sequential Route Network* Planning (SRP* | ) algorithm and the Distributed Route Network* Planning (DRP* | © 2024 Elsevier LtdUrban drone delivery, a

关键词： Drone delivery | Graph search | Multi-path planning | Network flow theory | Unmanned aircraft system traffic management (UTM)

摘要：Traffic network* flow dynamics are formidably* | nonlinear dynamics of scalable traffic network* flow system* | new way for traffic network* flow modeling and* | system dynamics and accurately predict traffic flow | complex to be modeled and analyzed due to their high

关键词： Traffic Flow Dynamics | Macroscopic Traffic Network Model | Physically Analyzable AI | Deep Learning | Time-Delay Embedding | Sparse Identification of Nonlinear Dynamics (SINDy)

摘要： modeled as a network* flow problem. It is shown that in* | the nodes of the network. Although blockchains have | about the user balances by employing minimum cost flow | network algorithms that have polynomial complexity. The | also reports network* solution times and goodness*

关键词： Blockchain | Network flow | Privacy | Security | Zero-knowledge proof

摘要： problem by using TinyML and a small set of generic flow | about 4.5GB of network* traces of three IoT devices in* | our laboratory setup and extracted 77 flow-based | IoT device identification is often used as the | first line of defense. However, it is challenging due

关键词： Performance evaluation | Accuracy | Microcontrollers | Tiny machine learning | Multilayer perceptrons | Feature extraction | Neural architecture search | Internet of Things | Object recognition | IP networks

摘要： management system (BTMS) with spatial network* flow channels* | ) cooling. The spatial network* flow channels can segment* | solid aluminum heat sink at the same mass flow. The | inlet and outlet arrangements, flow* rates, and charge* | The need to reduce charging time and increase

关键词： Lithium-ion batteries | Thermal management | Hybrid heat dissipation | Liquid cooling | DESIGN | PACK

摘要： features (and not on network* flow data), and analysing* | combined into network* flows, organized and made publicly* | . Indeed, there is a notable gap in network* intrusion* | present the "Farm-Flow" dataset. We created a realistic | eight types of network* attacks. Over one million*

关键词： Smart farming | Internet of Things | Machine learning | Intrusion detection system | Cybersecurity | Classification | Network flow data

摘要：Network threat detection and identification | , necessitating a redefinition of network* behaviour to enhance* | threat detection method based on flow* semantic* | , to refine the definition of flow* and behaviour* | association topology map for each flow, the proposed method

关键词： Semantics | Feature extraction | Threat assessment | Data models | Correlation | Data structures | Representation learning | Libraries | Cyberspace | Analytical models

摘要： very classical narrow-road city network* within weak* | flow and priority based flow maximization problems | phase, the model with objective of priority based flow | maximization allows storage of excess flow* at intermediate* | quickest flow objective which pushes all stored flow

关键词： Network optimization | Evacuation planning | Flow maximization | Quickest flow | Contraflow

摘要：Bus network* plays a critical role in urban* | prediction of bus passenger flow* is key to improving* | efficiency of bus network* operations. In line with recent* | advances in deep learning for passenger flow* prediction* | popular due to their ability to account for the network

关键词： Passenger flow prediction | Graph neural network | Multistep prediction | Bus network

摘要： (CSS) flow* network connection density, as well as a* | the flow* network. Meanwhile, the high concentration* | of flow* resources intensified network vulnerability* | maintaining long-term stable flow* of ecosystem services has* | this issue based on complex models and network* theory*

关键词： Ecosystem service flow | Network theory | Resilience | Cascading failure | Loess plateau

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： Multi-Commodity Network Flow (MCNF) model, a | UTM involves planning a city-wide network with | algorithms, the Sequential Route Network Planning (SRP | ) algorithm and the Distributed Route Network Planning (DRP | © 2024 Elsevier LtdUrban drone delivery, a

关键词： Drone delivery | Graph search | Multi-path planning | Network flow theory | Unmanned aircraft system traffic management (UTM)

摘要：Traffic network flow dynamics are formidably | nonlinear dynamics of scalable traffic network flow system | new way for traffic network flow modeling and | system dynamics and accurately predict traffic flow | complex to be modeled and analyzed due to their high

关键词： Traffic Flow Dynamics | Macroscopic Traffic Network Model | Physically Analyzable AI | Deep Learning | Time-Delay Embedding | Sparse Identification of Nonlinear Dynamics (SINDy)

摘要： modeled as a network flow problem. It is shown that in | the nodes of the network. Although blockchains have | about the user balances by employing minimum cost flow | network algorithms that have polynomial complexity. The | also reports network solution times and goodness

关键词： Blockchain | Network flow | Privacy | Security | Zero-knowledge proof

摘要： problem by using TinyML and a small set of generic flow | about 4.5GB of network traces of three IoT devices in | our laboratory setup and extracted 77 flow-based | IoT device identification is often used as the | first line of defense. However, it is challenging due

关键词： Performance evaluation | Accuracy | Microcontrollers | Tiny machine learning | Multilayer perceptrons | Feature extraction | Neural architecture search | Internet of Things | Object recognition | IP networks

摘要： management system (BTMS) with spatial network flow channels | ) cooling. The spatial network flow channels can segment | solid aluminum heat sink at the same mass flow. The | inlet and outlet arrangements, flow rates, and charge | The need to reduce charging time and increase

关键词： Lithium-ion batteries | Thermal management | Hybrid heat dissipation | Liquid cooling | DESIGN | PACK

摘要： features (and not on network flow data), and analysing | combined into network flows, organized and made publicly | . Indeed, there is a notable gap in network intrusion | present the "Farm-Flow" dataset. We created a realistic | eight types of network attacks. Over one million

关键词： Smart farming | Internet of Things | Machine learning | Intrusion detection system | Cybersecurity | Classification | Network flow data

摘要：Network threat detection and identification | , necessitating a redefinition of network behaviour to enhance | threat detection method based on flow semantic | , to refine the definition of flow and behaviour | association topology map for each flow, the proposed method

关键词： Semantics | Feature extraction | Threat assessment | Data models | Correlation | Data structures | Representation learning | Libraries | Cyberspace | Analytical models

摘要： very classical narrow-road city network within weak | flow and priority based flow maximization problems | phase, the model with objective of priority based flow | maximization allows storage of excess flow at intermediate | quickest flow objective which pushes all stored flow

关键词： Network optimization | Evacuation planning | Flow maximization | Quickest flow | Contraflow

摘要：Bus network plays a critical role in urban | prediction of bus passenger flow is key to improving | efficiency of bus network operations. In line with recent | advances in deep learning for passenger flow prediction | popular due to their ability to account for the network

关键词： Passenger flow prediction | Graph neural network | Multistep prediction | Bus network

摘要： (CSS) flow network connection density, as well as a | the flow network. Meanwhile, the high concentration | of flow resources intensified network vulnerability | maintaining long-term stable flow of ecosystem services has | this issue based on complex models and network theory

关键词： Ecosystem service flow | Network theory | Resilience | Cascading failure | Loess plateau

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： Multi-Commodity Network* Flow (MCNF) model, a* | UTM involves planning a city-wide network* with* | algorithms, the Sequential Route Network* Planning (SRP* | ) algorithm and the Distributed Route Network* Planning (DRP* | © 2024 Elsevier LtdUrban drone delivery, a

摘要：Traffic network* flow dynamics are formidably* | nonlinear dynamics of scalable traffic network* flow system* | new way for traffic network* flow modeling and* | system dynamics and accurately predict traffic flow | complex to be modeled and analyzed due to their high

摘要： modeled as a network* flow problem. It is shown that in* | the nodes of the network. Although blockchains have | about the user balances by employing minimum cost flow | network algorithms that have polynomial complexity. The | also reports network* solution times and goodness*

摘要： problem by using TinyML and a small set of generic flow | about 4.5GB of network* traces of three IoT devices in* | our laboratory setup and extracted 77 flow-based | IoT device identification is often used as the | first line of defense. However, it is challenging due

摘要： management system (BTMS) with spatial network* flow channels* | ) cooling. The spatial network* flow channels can segment* | solid aluminum heat sink at the same mass flow. The | inlet and outlet arrangements, flow* rates, and charge* | The need to reduce charging time and increase

摘要： features (and not on network* flow data), and analysing* | combined into network* flows, organized and made publicly* | . Indeed, there is a notable gap in network* intrusion* | present the "Farm-Flow" dataset. We created a realistic | eight types of network* attacks. Over one million*

摘要：Network threat detection and identification | , necessitating a redefinition of network* behaviour to enhance* | threat detection method based on flow* semantic* | , to refine the definition of flow* and behaviour* | association topology map for each flow, the proposed method

摘要： very classical narrow-road city network* within weak* | flow and priority based flow maximization problems | phase, the model with objective of priority based flow | maximization allows storage of excess flow* at intermediate* | quickest flow objective which pushes all stored flow

摘要：Bus network* plays a critical role in urban* | prediction of bus passenger flow* is key to improving* | efficiency of bus network* operations. In line with recent* | advances in deep learning for passenger flow* prediction* | popular due to their ability to account for the network

摘要： (CSS) flow* network connection density, as well as a* | the flow* network. Meanwhile, the high concentration* | of flow* resources intensified network vulnerability* | maintaining long-term stable flow* of ecosystem services has* | this issue based on complex models and network* theory*