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Physics-Informed Deep Learning for Traffic State Estimation: A Survey and the Outlook

Algorithms, 2023-06, Vol.16 (6), p.305

2023

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Robust Data Sampling in Machine Learning: A Game-Theoretic Framework for Training and Validation Data Selection

Games, 2023-01, Vol.14 (1), p.13

2023

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Longitudinal Control Strategy for Connected Electric Vehicle with Regenerative Braking in Eco-Approach and Departure

Applied sciences, 2023-04, Vol.13 (8), p.5089

2023

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A physics-informed deep learning paradigm for car-following models

Transportation research. Part C, Emerging technologies, 2021-09, Vol.130, p.103240, Article 103240

2021

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CVLight: Decentralized learning for adaptive traffic signal control with connected vehicles

Transportation research. Part C, Emerging technologies, 2022-08, Vol.141, p.103728, Article 103728

2022

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A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation

IEEE transactions on intelligent transportation systems, 2022-08, Vol.23 (8), p.11688-11698

2022

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Cross- and Context-Aware Attention Based Spatial-Temporal Graph Convolutional Networks for Human Mobility Prediction

ACM transactions on spatial algorithms and systems, 2024-12, Vol.10 (4), p.1-25, Article 33

2024

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A Game-Theoretic Framework for Generic Second-Order Traffic Flow Models Using Mean Field Games and Adversarial Inverse Reinforcement Learning

Transportation science

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Cluster Naturalistic Driving Encounters Using Deep Unsupervised Learning

2018 IEEE Intelligent Vehicles Symposium (IV), 2018, p.1354-1359

2018

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Detecting mild cognitive impairment and dementia in older adults using naturalistic driving data and interaction-based classification from influence score

Artificial intelligence in medicine, 2023-04, Vol.138, p.102510-102510, Article 102510

2023

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Demonstrating stability within parallel connection as a basis for building large-scale battery systems

Cell reports physical science, 2022-12, Vol.3 (12), p.101154, Article 101154

2022

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TrafficFlowGAN: Physics-Informed Flow Based Generative Adversarial Network for Uncertainty Quantification

Machine Learning and Knowledge Discovery in Databases, 2023, Vol.13715, p.323-339

2023

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Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2021, Vol.35 (1), p.540-547

2021

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Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks

2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022, p.2769-2774

2022

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Multimedia Fusion at Semantic Level in Vehicle Cooperactive Perception

2018 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 2018, p.1-6

2018

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Stability within Parallel Connection: A Basis for Building Large-Scale Battery Systems

SSRN Electronic Journal

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Drought delays development of the sorghum root microbiome and enriches for monoderm bacteria

Proceedings of the National Academy of Sciences - PNAS, 2018-05, Vol.115 (18), p.E4284-E4293

2018

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Multi-Satellite Relative Navigation Scheme for Microsatellites Using Inter-Satellite Radio Frequency Measurements

Sensors (Basel, Switzerland), 2021-05, Vol.21 (11), p.3725

2021

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Targeting DNA-PKcs and ATM with miR-101 sensitizes tumors to radiation

PloS one, 2010-07, Vol.5 (7), p.e11397

2010

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Change Characteristics of Rainfall Erosivity in the Black Soil Region in Northeast China from 1961 to 2020

Eurasian soil science, 2024-03, Vol.57 (3), p.471-481

2024

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Ubiquitous Occurrence of Chlorinated Byproducts of Bisphenol A and Nonylphenol in Bleached Food Contacting Papers and Their Implications for Human Exposure

Environmental science & technology, 2015-06, Vol.49 (12), p.7218-7226

2015

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Performance analysis and validation of precision multisatellite RF measurement scheme for microsatellite formations

Measurement science & technology, 2022-02, Vol.33 (2), p.25001

2022

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A Simple Culture Method Enhances the Recovery of Culturable Actinobacteria From Coastal Sediments

Frontiers in microbiology, 2021-06, Vol.12, p.675048

2021

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Distributed multi-satellite measurement scheme oriented towards microsatellite formations

Electronics letters, 2020-03, Vol.56 (5), p.252-255

2020

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Optimal regenerative PN code tracking based on non-commensurate sampling and double-loop structure

Electronics letters, 2019-11, Vol.55 (23), p.1254-1255

2019

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Physics-Informed Deep Learning for Traffic State Estimation: A Survey and the Outlook

Robust Data Sampling in Machine Learning: A Game-Theoretic Framework for Training and Validation Data Selection

Longitudinal Control Strategy for Connected Electric Vehicle with Regenerative Braking in Eco-Approach and Departure

A physics-informed deep learning paradigm for car-following models

CVLight: Decentralized learning for adaptive traffic signal control with connected vehicles

A Physics-Informed Deep Learning Paradigm for Traffic State and Fundamental Diagram Estimation

Cross- and Context-Aware Attention Based Spatial-Temporal Graph Convolutional Networks for Human Mobility Prediction

A Game-Theoretic Framework for Generic Second-Order Traffic Flow Models Using Mean Field Games and Adversarial Inverse Reinforcement Learning

Cluster Naturalistic Driving Encounters Using Deep Unsupervised Learning

Detecting mild cognitive impairment and dementia in older adults using naturalistic driving data and interaction-based classification from influence score

Demonstrating stability within parallel connection as a basis for building large-scale battery systems

TrafficFlowGAN: Physics-Informed Flow Based Generative Adversarial Network for Uncertainty Quantification

Physics-Informed Deep Learning for Traffic State Estimation: A Hybrid Paradigm Informed By Second-Order Traffic Models

Quantifying Uncertainty In Traffic State Estimation Using Generative Adversarial Networks

Multimedia Fusion at Semantic Level in Vehicle Cooperactive Perception

Stability within Parallel Connection: A Basis for Building Large-Scale Battery Systems

Drought delays development of the sorghum root microbiome and enriches for monoderm bacteria

Multi-Satellite Relative Navigation Scheme for Microsatellites Using Inter-Satellite Radio Frequency Measurements

Targeting DNA-PKcs and ATM with miR-101 sensitizes tumors to radiation

Change Characteristics of Rainfall Erosivity in the Black Soil Region in Northeast China from 1961 to 2020

Ubiquitous Occurrence of Chlorinated Byproducts of Bisphenol A and Nonylphenol in Bleached Food Contacting Papers and Their Implications for Human Exposure

Performance analysis and validation of precision multisatellite RF measurement scheme for microsatellite formations

A Simple Culture Method Enhances the Recovery of Culturable Actinobacteria From Coastal Sediments

Distributed multi-satellite measurement scheme oriented towards microsatellite formations

Optimal regenerative PN code tracking based on non-commensurate sampling and double-loop structure

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