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Publications

paper

Low-cost, high-frequency greenhouse-gas flux observations in wetlands using automated and portable chamber systems 

Huy Duong Gia, Federico Dallo, Torbjørn Heltne, Moritz Gehlmann, Benoit Wastine, Bakhram Gaynullin, Claire Treat, Stephen Matthew Platt1, and Tuan-Vu Cao

Evaluation of low-cost sensors for measurement of CO2 and CH4 fluxes at a Finnish wetland 

Claire C. Treat, Moritz Gehlmann, Federico Dallo, Benoit Wastine, Bakhram Gaynullin, Huy Duong Gia, and Tuan-Vu Cao

CAC: An asynchronous non-blocking consistency model with bounded staleness for distributed machine learning 

Phuong H. Ha , Xing Cai , Tan Nguyen

LLM Compression with Jointly Optimizing Architectural and Quantization choices

Hoang-Loc La, Truong-Thanh Le, Amir Taherkordi, Phuong Hoai Ha

Empirical Analysis of GPU Frequency Behavior Under ML Workloads. 

Truong-Thanh Le; Hoang-Loc La; Amir Taherkordi; Frank Eliassen; Phuong Hoai Ha; Peiyuan Guan

PM2Lat: Highly Accurate and Generalized Prediction of DNN Execution Latency on GPUs 

Truong-Thanh Le; Hoang-Loc La; Amir Taherkordi; Frank Eliassen; Phuong Hoai Ha; Peiyuan Guan 

Fast High-Fidelity Latency Predictor for Homogenous Neural Networks

Jurian Jasper Onderwater, Phuong Hoai Ha

Improvement in Detection Limit of a Non-dispersive Infrared Multi-channel Gas Sensor using Metal-organic Framework-coated Preconcentrator

Mao, Jingqin; Jose, Sabitha Ann; Gaynullin, Bakhram; Wastine, Benoit; Shakeel, Hamza

Features Inspired PM2.5 Prediction: A Belfast City Case Study

Naz, Fareena; Fahim, Muhammad; Cheema, Adnan Ahmad; Viet, Nguyen Trung; Cao, Tuan-Vu;  Duong, Trung Q.

Comparative Analysis of Deep Learning and Statistical Models for Air Pollutants Prediction in Urban Areas

Naz, Fareena; Mccann, Conor; Fahim, Muhammad; Cao, Tuan-Vu; Hunter, Ruth; Viet, Nguyen Trung

Task Offloading Optimization for UAV-Aided NOMA Networks With Coexistence of Near-Field and Far-Field Communications

Bui, Tinh T.; Do, Thinh Quang; Huynh, Dang Van; Do-Duy, Tan; Nguyen, Long D.; Cao, Tuan-Vu

Cost-Efficient Vehicular Edge Computing Deployment for Mobile Air Pollution Monitoring

Zhang, Qixia; Chen, Hao; Ha, Phuong Hoai

Permafrost Carbon: Progress on Understanding Stocks andFluxes Across Northern Terrestrial Ecosystems

Treat, Claire C.; Virkkala, Anna‐Maria; Burke, Eleanor; Bruhwiler, Lori; Chatterjee, Abhishek; Fisher, Joshua B.; Hashemi, Josh; Parmentier, Frans‐Jan W.; Rogers, Brendan M.; Westermann, Sebastian; Watts, Jennifer D.; Blanc‐Betes, Elena; Fuchs, Matthias; Kruse, Stefan; Malhotra, Avni; Miner, Kimberley; Strauss, Jens; Armstrong, Amanda; Epstein, Howard E.; Gay, Bradley; Goeckede, Mathias; Kalhori, Aram; Kou, Dan; Miller, Charles E.; Natali, Susan M.; Oh, Youmi; Shakil, Sarah; Sonnentag, Oliver; Varner, Ruth K.; Zolkos, Scott; Schuur, Edward A.G.; Hugelius, Gustaf

Joint Computation and Communication Resource Allocation for Unmanned Aerial Vehicle NOMA Systems

Do-Duy, Tan; Huynh, Dang Van; Garcia-Palacios, Emiliano; Cao, Tuan-Vu; Sharma, Vishal; Duong, Trung Q.

Real-Time Large-Scale 6G Satellite-UAV Networks

Nguyen, Minh-Hien T.; Bui, Tinh T.; Nguyen, Long D; Garcia-Palacios, Emiliano; Zepernick, Hans-Jürgen; Duong, Trung Q.

Kernel-Level Energy-Efficient Neural Architecture Search for Tabular Dataset

La, Hoang-Loc; Ha, Phuong Hoai

eU2U: Energy-Efficient Wireless Charging and Trajectory Design for IoT Data Collection

Zhang, Qixia; Taherkordi, Amir; Ha, Phuong Hoai

6G-Enabled Integrated Sensing and Communications to Tackle Climate Change: The Geothermal Sensing and Monitoring Model and Its Implications

Orappanpara Soman, Sunish Kumar; T. Nguyen, Minh-Hien; Sharma, Vishal; Dobre, Octavia A.

Carbon-Aware Edge Computing for Internet of Everything Networks: A Digital Twin Approach

Huynh, Dang Van; Khosravirad, Saeed R.; Sharma, Vishal; Kim, Joongheon; Canberk, Berk; Duong, Trung Q.

Air Quality and Healthy Ageing: Predictive Modeling of Pollutants Using CNN Quantum-LSTM

Naz, Fareena; Fahim, Muhammad; Cheema, Adnan Ahmad; McNiven, Bradley D. E.; Cao, Tuan-Vu; Hunter, Ruth; Duong, Trung Q.

Two-Stage Feature Engineering to Predict Air Pollutants in Urban Areas

Naz, Fareena; Fahim, Muhammad; Cheema, Adnan Ahmad; Viet, Nguyen Trung; Cao, Tuan-Vu; Hunter, Ruth; Duong, Trung Q.

Accurate Measurements of Methane, Carbon Dioxide for Arctic and Wetland Conditions using NDIR Technology and AI-based Calibration

Gia, Huy Duong; Taherkordi, Amir; Ha, Hoai-Phuong; Wastine, Benoit; Gaynullin, Bakhram; Dallo, Federico; Cao, Tuan-Vu

Contact Info

Dr. Tuan-Vu Cao, project coordinator. 
The Climate and Environmental Research Institute NILU.

This project has received funding from the European Union’s Horizon Europe research and innovation programme under Grant Agreement No. 101086541.