Zhihan Lyu
Universitetslektor (tjänstledig) vid Institutionen för speldesign
- Telefon:
- 070-167 99 05
- Mobiltelefon:
- 070-167 99 05
- E-post:
- zhihan.lyu@speldesign.uu.se
- Besöksadress:
- Strandgatan 1b (Residenset)
621 57 VISBY - Postadress:
- Uppsala universitet, Campus Gotland
62167 Visby - Tjänstledig:
- 2023-12-20 - 2024-06-30
Ladda ned kontaktuppgifter för Zhihan Lyu vid Institutionen för speldesign
- ORCID:
- 0000-0003-2525-3074
Mer information visas för dig som medarbetare om du loggar in.
Kort presentation
I am a Lecturer, an Engineer and a Researcher in Virtual Reality, Digital Twins and Metaverse major in Mathematics and Computer Applied Technology. My research application fields widely range from everyday life to traditional research fields (i.e. Geography and Transportation, Biology and Chemistry, Medicine and Rehabilitation, Industry and Entertainment). During the past years, I have completed several projects successfully on PC, Website, Smartphone and Smartglasses.
Nyckelord
- artificial intelligence
- blockchain
- digital twins
- human computer interaction
- internet of things
- metaverse
- serious game
- virtual reality
Biografi
I have started to write computer program since 1998, using FoxBase on 386. A Tank War game has been done in 1999 using QuickBASIC on 486. Hence, I have learned C, C++, C#, Java, HTML, JavaScript, Python, and popular compilers (Visual Studio, Xcode, Eclipse, Matlab).
Forskning
I have contributed to some projects. Recent years I am working on the combination of VR, IoT and AI, that is Digital Twins, and Human-Computer-Human-Interaction, that is Metaverse.
VR/AR/MR/XR:
WebVRGIS: Web Virtual Reality Geographic Information System
UnityMol: 3D Molecular Visualization with Unity3D
Touchless Interaction: Real-Time Hands/Feet Dynamic Gesture Interaction on Smart Phone/Smart Glass
Rehametrics: EU FP7 ITN(316748): LanPercept - Language and Perception/Virtual Reality Rehabilitation
Open3D: EPSRC(EP/M013685/1): Open3D: Collaborative Editing for 3D Virtual Worlds
MoTIVE: Horizon 2020 ERC Advanced grant(742989) Moments in Time in Immersive Virtual Environments
Serious Game:
MeetDurian: A Location-Based Games to Improve COVID-19 Hygiene Habits
AI:
DecentralizedLearning: Decentralized Collaborative Learning Model based on Blockchain
WaveHeightPrediction: Open Sea and the Offshore Sea Wave Height Prediction Based on LSTM
WaveEnergyPrediction: Prediction Wave Energy by Prediction of Sea Wave Height
UpdatingCAVsModel: Updating Connected and Automated Vehicles (CAVs) Model as the Scanner of Heterogeneous Traffic Flow.
MedicalPrediction: Predicting Disease Using Artificial Intelligence Models
Digital Twins:
WindPowerPrediction: Wind Power Prediction in Digital Twins
DigitalTwinsSewagePlant: Augmented Digital Twins in Sewage Plant
Adaptive3dReconstruction: A 3D Reconstruction Method that can Adapt to Multiple Scales
DigitalTwinsSystemforOilTemperaturePredictionandRoboticArmMaintenance: DigitalTwins System for Oil Temperature Prediction and Robotic Arm Maintenance
Tool:
Literature_Data_Visualization_Analysis: The Visual Analysis Tool for Literature Data.
FellowCited: Count which IEEE/ACM Fellows an author's papers are cited by.
Media
Here are the videos of our two Posters and two Demos on IEEE VR 2022, a Poster on EuroVis 2022, a Poster and two Demos on IEEE VR 2023, two Full papers on ACM MM 2023, a Full paper on ACM IMX 2024.
The Digital Twins of Thor's Hammer Based on Motion Sensing
We use Tesla coils to simulate thunderbolts from Thor's Hammer. It's the preliminary demonstration of Digital Twins of electric.
https://www.youtube.com/watch?v=X_G5Ix7cVaw
Liquid Digital Twins Based on Magnetic Fluid Toy
We can control the magnetic fluid by magnet. This is the preliminary proof of Digital Twins of Liquid.
https://www.youtube.com/watch?v=Cj7O3ug3Rdk
Digital Twins of Wave Energy Generation Based on Artificial Intelligence
Wave energy is the use of wave height drop to generate energy.
https://www.youtube.com/watch?v=zwArVJc-EvU
Digital Twins of Smart Farms
We build Digital Twins of a smart farm. The UI can show the status of every component of the farm in real time.
https://www.youtube.com/watch?v=6TG4UA7WZEk
Virtual Reality Based Human-Computer Interaction System for Metaverse
This work introduces the Metaverse with HCI functions of 3D face reconstruction, handshake and hug, multi-user synchronous editing environment, all information is stored in the blockchain.
Multi-scale Metaverse Based on Multidimensional Hash Geocoding
A non-mutagenic multi-dimensional Hash Geocoding can organize and store these data with geographic features, and realize data mapping of different scales from macro to micro.
Digital Twins System for Wind Power Forecasting Based on FIG-Transformer
A wind power forecasting system based on the combination of fuzzy information granulation and Transformer model is proposed, which is used for monitoring and forecasting of wind power generation.
Augmented Digital Twins for Predictive Automatic Regulation in Sewage Plant
the Digital Twins is applied to the Sewage Plant, and the actual needs of the Sewage Plant are analyzed to solve the problems existing in the Sewage Plant through the Digital Twins.
Integration of Multi-scale Spatial Digital Twins in Metaverse
Integration of Multi-scale Spatial Digital Twins in Metaverse Based on Multi-dimensional Hash Geocoding
Publikationer
Urval av publikationer
- Toward the Internet of Medical Things (2024)
- Construction Site Hazard Identification and Worker Adverse Reaction Monitoring Using Electroencephalograms (2024)
- Wi-Breath (2023)
- A Multiobjective Intelligent Decision-Making Method for Multistage Placement of PMU in Power Grid Enterprises (2023)
- Multiobjective Image Compression based on Tensor Decomposition (2023)
- Dual-Channel Neural Network for Atrial Fibrillation Detection From a Single Lead ECG Wave (2023)
- DS-CNN (2023)
- Toward Wearable Sensors (2023)
- Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network (2023)
- Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things (2023)
- Digital Twins in Industry 5.0 (2023)
- Behavioral Modeling and Prediction in Social Perception and Computing (2023)
- Towards carbon Neutrality (2023)
- MSHGANMDA (2023)
- AI-Assisted Trustworthy Architecture for Industrial IoT Based on Dynamic Heterogeneous Redundancy (2023)
- Cardiac LGE MRI Segmentation with Cross-Modality Image Augmentation and Improved U-Net (2023)
- Improve the Security of Industrial Control System (2023)
- Heuristics Based Optimization for Multidepot Drone Location and Routing Problem to Detect Post-Earthquake Damages (2022)
- Multiobjective Evolution of the Explainable Fuzzy Rough Neural Network With Gene Expression Programming (2022)
- MeetDurian (2022)
- The Scanner of Heterogeneous Traffic Flow in Smart Cities by an Updating Model of Connected and Automated Vehicles (2022)
- MSND (2022)
- Federated Neural Architecture Search for Medical Data Security (2022)
- Task Scheduling of Real-Time Traffic Information Processing Based on Digital Twins (2022)
- Building the Metaverse by Digital Twins at All Scales, State, Relation (2022)
- Virtual Reality Neurorehabilitation (2022)
- BlockNet (2022)
- A seamless anonymous authentication protocol for mobile edge computing infrastructure (2022)
- A Secure Network Model against Bot Attacks in Edge-enabled Industrial Internet of Things (2022)
- SPReCHD (2022)
- Multimedia Monitoring System of Obstructive Sleep Apnea via Deep Active Learning Model (2022)
- Emerging Real-World Applications of Internet of Things (2022)
- Protecting the trust and credibility of data by tracking forgery trace based on GANs (2022)
- A Multi-Vehicle Longitudinal Trajectory Collision Avoidance Strategy Using AEBS with Vehicle-Infrastructure Communication (2022)
- Multiobjective Multiple Mobile Sink Scheduling via Evolutionary Fuzzy Rough Neural Network for Wireless Sensor Networks (2022)
- A Resource Allocation Strategy in Fog-Cloud Computing Towards the Internet of Things in the 5G Era (2021)
Senaste publikationer
- FAPP (2024)
- Towards a sustainable city (2024)
- Evolutionary Neural Architecture Search and Its Applications in Healthcare (2024)
- Secure Deep Learning in Defense in Deep-Learning-as-a-Service Computing Systems in Digital Twins (2024)
- Special Issue on Deep Learning for Intelligent Human Computer Interaction (2024)
Alla publikationer
Artiklar
- FAPP (2024)
- Towards a sustainable city (2024)
- Evolutionary Neural Architecture Search and Its Applications in Healthcare (2024)
- Secure Deep Learning in Defense in Deep-Learning-as-a-Service Computing Systems in Digital Twins (2024)
- Special Issue on Deep Learning for Intelligent Human Computer Interaction (2024)
- Toward the Internet of Medical Things (2024)
- Construction Site Hazard Identification and Worker Adverse Reaction Monitoring Using Electroencephalograms (2024)
- Wi-Breath (2023)
- A Multiobjective Intelligent Decision-Making Method for Multistage Placement of PMU in Power Grid Enterprises (2023)
- Mobility-Aware Multiobjective Task Offloading for Vehicular Edge Computing in Digital Twin Environment (2023)
- Dual-Channel Neural Network for Atrial Fibrillation Detection From a Single Lead ECG Wave (2023)
- DS-CNN (2023)
- Toward Wearable Sensors (2023)
- A dual-embedded tamper detection framework based on block truncation coding for intelligent multimedia systems (2023)
- Evolutionary computation-based machine learning for Smart City high-dimensional Big Data Analytics (2023)
- Modeling Methods of 3D Model in Digital Twins (2023)
- Ensemble Learning-Based Atrial Fibrillation Detection From Single Lead ECG Wave for Wireless Body Sensor Network (2023)
- Wave Height Prediction Suitable for Maritime Transportation Based on Green Ocean of Things (2023)
- Metaverse from Philosophy (2023)
- Digital Twins in Industry 5.0 (2023)
- Metaverse Age (2023)
- Behavioral Modeling and Prediction in Social Perception and Computing (2023)
- Blockchain-Based Decentralized Learning for Security in Digital Twins (2023)
- Digital Twins in the Marine Industry (2023)
- Digital Twins (2023)
- Towards carbon Neutrality (2023)
- A blockchain-based decentralized collaborative learning model for reliable energy digital twins (2023)
- A Pseudo-Siamese Feature Fusion Generative Adversarial Network for Synthesizing High-quality Fetal Four-chamber Views (2023)
- DPC-MSGATNet (2023)
- Low carbon technology for carbon neutrality in sustainable cities (2023)
- Editorial for the Special Issue on Quality Assessment of Data Security (2023)
- DNA Computing-Based Multi-Source Data Storage Model in Digital Twins (2023)
- MSHGANMDA (2023)
- AI-Assisted Trustworthy Architecture for Industrial IoT Based on Dynamic Heterogeneous Redundancy (2023)
- A novel occupant-centric stratum ventilation system using computer vision (2023)
- Computer Vision Technology for Monitoring of Indoor and Outdoor Environments and HVAC Equipment (2023)
- Computer Vision and Machine Learning Methods for Heat Transfer and Fluid Flow in Complex Structural Microchannels (2023)
- Cardiac LGE MRI Segmentation with Cross-Modality Image Augmentation and Improved U-Net (2023)
- FMCPNN in Digital Twins Smart Healthcare (2023)
- Popular deep learning algorithms for disease prediction (2023)
- Improve the Security of Industrial Control System (2023)
- Self-adaptive reconstruction for compressed sensing based ECG acquisition in wireless body area network (2023)
- An enhanced intrusion detection method for AIM of smart grid (2023)
- Short-time wind speed prediction based on Legendre multi-wavelet neural network (2023)
- An energy-efficient and secure identity based RFID authentication scheme for vehicular cloud computing (2022)
- Heuristics Based Optimization for Multidepot Drone Location and Routing Problem to Detect Post-Earthquake Damages (2022)
- Multiobjective Evolution of the Explainable Fuzzy Rough Neural Network With Gene Expression Programming (2022)
- MeetDurian (2022)
- The Scanner of Heterogeneous Traffic Flow in Smart Cities by an Updating Model of Connected and Automated Vehicles (2022)
- Blockchain in Digital Twins-Based Vehicle Management in VANETs (2022)
- MSND (2022)
- Application of Digital Twins in multiple fields (2022)
- Practical Machine Learning Model to Predict the Recovery of Motor Function in Patients with Stroke (2022)
- Federated Neural Architecture Search for Medical Data Security (2022)
- Task Scheduling of Real-Time Traffic Information Processing Based on Digital Twins (2022)
- Virtual-reality and intelligent hardware in digital twins (2022)
- Building the Metaverse by Digital Twins at All Scales, State, Relation (2022)
- Digital Twins in Unmanned Aerial Vehicles for Rapid Medical Resource Delivery in Epidemics (2022)
- Virtual Reality Neurorehabilitation (2022)
- Digital Twins Based VR Simulation for Accident Prevention of Intelligent Vehicle (2022)
- Wearable Sensors for Vital Signs Measurement (2022)
- Augmented Reality for Bioinformatics (2022)
- Editorial (2022)
- 5G for mobile augmented reality (2022)
- Deep Learning for Intelligent Human-Computer Interaction (2022)
- BlockNet (2022)
- Editorial (2022)
- Evaluation Standards of Intelligent Technology based on Financial Alternative Data (2022)
- Cross-Layer Optimization for Industrial Internet of Things in Real Scene Digital Twins (2022)
- A seamless anonymous authentication protocol for mobile edge computing infrastructure (2022)
- A Secure Network Model against Bot Attacks in Edge-enabled Industrial Internet of Things (2022)
- DCTGM (2022)
- SPReCHD (2022)
- Multimedia Monitoring System of Obstructive Sleep Apnea via Deep Active Learning Model (2022)
- BIM Information Integration Based VR Modeling in Digital Twins in Industry 5.0 (2022)
- Protecting the trust and credibility of data by tracking forgery trace based on GANs (2022)
- Edge intelligence based digital twins for internet of autonomous unmanned vehicles (2022)
- Application of Digital Twins and Metaverse in the Field of Fluid Machinery Pumps and Fans (2022)
- Digital Twins for Intelligent Green Buildings (2022)
- Review on the Application of Machine Vision in Defrosting and Decondensation on the Surface of Heat Exchanger (2022)
- Optimal Extraction Method of Feature Points in Key Frame Image of Mobile Network Animation (2022)
- DDCNN (2022)
- Low-Cost and Confidential ECG Acquisition Framework Using Compressed Sensing and Chaotic Systems for Wireless Body Area Network (2022)
- A Multi-Vehicle Longitudinal Trajectory Collision Avoidance Strategy Using AEBS with Vehicle-Infrastructure Communication (2022)
- Multiobjective Multiple Mobile Sink Scheduling via Evolutionary Fuzzy Rough Neural Network for Wireless Sensor Networks (2022)
Böcker
- Intelligent Technologies for Interactive Entertainment (2022)
- Emerging Real-World Applications of Internet of Things (2022)
Konferenser
- Multiobjective Image Compression based on Tensor Decomposition (2023)
- Virtual Reality Based Human -Computer Interaction System for Metaverse (2023)
- The Digital Twins of Thor's Hammer Based on Motion Sensing (2022)
- Intelligence Visualization for Wave Energy Power Generation (2022)
- Liquid Digital Twins Based on Magnetic Fluid Toys (2022)
- Digital Twins of Wave Energy Generation Based on Artificial Intelligence (2022)
- Traffic Safety Detection System by Digital Twins and Virtual Reality Technology (2022)
- A Deep Reinforcement Learning based Intrusion Detection Strategy for Smart Vehicular Networks (2022)
- A Resource Allocation Strategy in Fog-Cloud Computing Towards the Internet of Things in the 5G Era (2021)
