  | Chou, H.-F., HA, V. N., THIRUVASAGAM, P., LE, T.-D., EAPPEN, G., NGUYEN, T. T., TRAN, D. D., Sean Longyu Ma, MOSTAANI, A., & CHATZINOTAS, S. (2025). Semantic Communication in Earth Observation via Cognitive DT-JSCC Framework for Enhanced Inference. In Semantic Communication in Earth Observation via Cognitive DT-JSCC Framework for Enhanced Inference. New York, United States: IEEE.  Peer reviewed |
 | Nguyen, H.-G., Young, S.-J., LE, T.-D., Nguyen, C.-N., Do, L.-B., Nguyen, T.-N., & Fang, T.-H. (15 October 2025). Molecular dynamics simulation and machine learning to predict mechanical behavior of Cu/Zr multilayer nanofilms under tension-compression. Journal of Non-Crystalline Solids, 666, 123682. doi:10.1016/j.jnoncrysol.2025.123682 Peer Reviewed verified by ORBi |
 | Lu, E., LE, T.-D., Jouvet, P., & Noumeir, R. (August 2025). Heart Rate and Body Temperature Relationship in Children Admitted to PICU: A Machine Learning Approach. IEEE Transactions on Biomedical Engineering, 72 (8), 2352 - 2365. doi:10.1109/TBME.2025.3541978 Peer Reviewed verified by ORBi |
 | Nguyen, H.-G., Young, S.-J., LE, T.-D., Vu, T.-N., & Fang, T.-H. (August 2025). Bauschinger effect on high entropy alloy under cyclic deformation. Intermetallics, 183, 108830. doi:10.1016/j.intermet.2025.108830 Peer Reviewed verified by ORBi |
 | Nguyen, H.-G., Young, S.-J., LE, T.-D., CHATZINOTAS, S., & Fang, T.-H. (August 2025). Deformation mechanisms of AlCoCrCuFeNi: A molecular dynamics and machine learning approach. Materials Today Nano, 31, 100662. doi:10.1016/j.mtnano.2025.100662 Peer reviewed |
 | LE, T.-D. (2025). Transformer Meets Gated Residual Networks To Enhance Photoplethysmogram Artifact Detection Informed by Mutual Information Neural Estimation. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61935. |
 | NGUYEN, T. T.* , LE, T.-D.* , HA, V. N.* , Chou, H.-F.* , Eappen, G.* , Tran, D.-D.* , NGUYEN, K. H.* , Thiruvasagam, P.* , GARCES SOCARRAS, L. M.* , Gonzalez-Rios, J. L.* , MERLANO DUNCAN, J. C.* , & CHATZINOTAS, S.*. (2025). A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives. In 2025 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2025. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICMLCN64995.2025.11140499 Peer reviewed* These authors have contributed equally to this work. |
 | NGUYEN, T. T., MERLANO DUNCAN, J. C., HA, V. N., GARCES SOCARRAS, L. M., VASQUEZ-PERALVO, J. A., EAPPEN, G., Gonzalez-Rios, J. L., CUIMAN MARQUEZ, R., LE, T.-D., Tran, D. D., & CHATZINOTAS, S. (2025). Wideband Beam Squint Analysis for Antenna Array-Equipped Satellite Communication Systems. In M. Valenti (Ed.), 2025 IEEE International Conference on Communications Workshops, ICC Workshops 2025. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICCWorkshops67674.2025.11162451 Peer reviewed |
 | NGUYEN, T. T.* , HA, V. N.* , LE, T.-D.* , Tran, D.-D.* , CHATZINOTAS, S.* , & Nguyen, K.-K.*. (2025). Reliable Intelligent Reflecting Surface-Assisted Mobile Edge Computing Systems: A Physical Layer Security and Encryption Design. IEEE Transactions on Mobile Computing, 1-15. doi:10.1109/TMC.2025.3607599 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | LE, T.-D., Jouvet, P., & Noumeir, R. (2025). Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset. IEEE Journal of Translational Engineering in Health and Medicine, 13, 261 - 274. doi:10.1109/JTEHM.2025.3576570 Peer Reviewed verified by ORBi |
 | LE, T.-D., Ti Nguyen, T., Nguyen Ha, V., CHATZINOTAS, S., Jouvet, P., & Noumeir, R. (2025). The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints. IEEE Access, 13, 109365 - 109377. doi:10.1109/ACCESS.2025.3582037 Peer Reviewed verified by ORBi |
 | LE, T.-D., Ha, V. N., Ti Nguyen, T., EAPPEN, G., THIRUVASAGAM, P., Chou, H.-F., Tran, D.-D., Garces-Socarras, L. M., Gonzalez-Rios, J. L., Merlano-Duncan, J. C., & CHATZINOTAS, S. (2025). Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification. In 2025 IEEE International Conference on Machine Learning for Communication and Networking, ICMLCN 2025. Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICMLCN64995.2025.11140497 Peer reviewed |
 | Nguyen, H.-G., LE, T.-D., Nguyen, H.-G., & Fang, T.-H. (September 2024). Mechanical properties of AlCoCrCuFeNi high-entropy alloys using molecular dynamics and machine learning. Materials Science and Engineering: R: Reports, 160, 100833. doi:10.1016/j.mser.2024.100833 Peer Reviewed verified by ORBi |
 | LE, T.-D. (2024). Boosting Transformer's Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learning. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61938. |
 | LE, T.-D., Ti Nguyen, T., & Nguyen Ha, V. (2024). The Impact of LoRA Adapters for LLMs on Clinical NLP Classification Under Data Limitations. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61922. |
 | Lu, E., & LE, T.-D. (2024). Heart Rate and Body Temperature Relationship in Children Admitted to PICU -- A Machine Learning Approach. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61936. |
 | Aser Lompo, B., & LE, T.-D. (2024). Multi-objective Representation for Numbers in Clinical Narratives Using CamemBERT-bio. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61934. |
 | Francisco Munoz, M., Vu Huy, H., & LE, T.-D. (2024). Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61933. |
 | Aser Lompo, B., & LE, T.-D. (2024). Numerical Attributes Learning for Cardiac Failure Diagnostic from Clinical Narratives -- A LESA-CamemBERT-bio Approach. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61937. |
 | Munoz, M. F., Huy, H. V., LE, T.-D., Jouvet, P., & Noumeir, R. (2024). Hybrid Deep Learning-Based Enhanced Occlusion Segmentation in PICU Patient Monitoring. IEEE open journal of engineering in medicine and biology, 1-12. doi:10.1109/ojemb.2024.3503499 Peer Reviewed verified by ORBi |
 | LE, T.-D. (2024). On-board Satellite Image Classification for Earth Observation: A Comparative Study of Pre-Trained Vision Transformer Models. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/62014. |
 | Chou, H.-F., Nguyen Ha, V., THIRUVASAGAM, P., LE, T.-D., EAPPEN, G., Ti Nguyen, T., Dung Tran, D., Garces-Socarras, L. M., Carlos Merlano-Duncan, J., CHATZINOTAS, S., & CHOU, H.-P. (2024). Cognitive Semantic Augmentation LEO Satellite Networks for Earth Observation. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/62354. |
 | LE, T.-D., Macabiau, C., Albert, K., Jouvet, P., & Noumeir, R. (2024). A Novel Transformer-based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection. IEEE Access, 1-1. doi:10.1109/access.2024.3488595 Peer Reviewed verified by ORBi |
 | Macabiau, C.* , LE, T.-D.* , Albert, K.* , Shahriari, M.* , Jouvet, P.* , & Noumeir, R.*. (2024). Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals. IEEE Access, 12, 81221 - 81235. doi:10.1109/ACCESS.2024.3411774 Peer Reviewed verified by ORBi* These authors have contributed equally to this work. |
 | Chou, H.-F., Nguyen Ha, V., THIRUVASAGAM, P., LE, T.-D., EAPPEN, G., Ti Nguyen, T., Garces-Socarras, L. M., Gonzalez-Rios, J. L., Carlos Merlano-Duncan, J., CHATZINOTAS, S., & CHOU, H.-P. (2024). On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/62353. |
 | LE, T.-D., Jouvet, P., & Noumeir, R. (2023). Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61940. |
 | LE, T.-D., Noumeir, R., Rambaud, J., Sans, G., & Jouvet, P. (2023). Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning. IEEE Journal of Translational Engineering in Health and Medicine, 11, 469 - 478. doi:10.1109/JTEHM.2023.3241635 Peer Reviewed verified by ORBi |
 | LE, T.-D. (2023). GRN-Transformer: Enhancing Motion Artifact Detection in PICU Photoplethysmogram Signals. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/61939. |
 | LE, T.-D., Noumeir, R., Rambaud, J., Sans, G., & Jouvet, P. (2022). Detecting of a Patient's Condition From Clinical Narratives Using Natural Language Representation. IEEE open journal of engineering in medicine and biology, 3, 142 - 149. doi:10.1109/OJEMB.2022.3209900 Peer Reviewed verified by ORBi |
 | LE, T.-D., Noumeir, R., Quach, H. L., Kim, J. H., Kim, J. H., & Kim, H. M. (June 2020). Critical Temperature Prediction for a Superconductor: A Variational Bayesian Neural Network Approach. IEEE Transactions on Applied Superconductivity, 30 (4), 1-5. doi:10.1109/TASC.2020.2971456 Peer Reviewed verified by ORBi |
 | LE, T.-D., Kim, J. H., Kim, D. J., Boo, C. J., Jo, Y. S., Yoon, Y. S., Yoon, K. Y., Choi, Y. H., Lee, H., & Kim, H. M. (June 2016). Design of Indirect Closed-Cycle Cooling Scheme Coupled with a Cryocooler for a 3-MW-Class Higherature Superconducting Synchronous Motor. IEEE Transactions on Applied Superconductivity, 26 (4), 1-4. doi:10.1109/TASC.2016.2544812 Peer Reviewed verified by ORBi |
 | Kim, J. H., LE, T.-D., Kim, D. J., Boo, C.-J., Jo, Y.-S., Yoon, Y. S., Yoon, K. Y., Choi, Y. H., Lee, H., & Kim, H. M. (June 2016). Effects of Stabilizer Thickness of 2G HTS Wire on the Design of a 1.5-MW-Class HTS Synchronous Machine. IEEE Transactions on Applied Superconductivity, 26 (4), 1-5. doi:10.1109/TASC.2016.2549547 Peer Reviewed verified by ORBi |
 | Kim, J. H., LE, T.-D., Kim, D. J., Boo, C.-J., Jo, Y.-S., Yoon, Y. S., Yoon, K. Y., & Kim, H. M. (June 2016). Economic Analysis of a 1.5-MW-Class HTS Synchronous Machine Considering Various Commercial 2G CC Tapes. IEEE Transactions on Applied Superconductivity, 26 (4), 1-5. doi:10.1109/TASC.2016.2521408 Peer Reviewed verified by ORBi |
 | LE, T.-D., Kim, J. H., Park, S. I., Kang, D.-H., Lee, H., Jo, Y.-S., Yoon, Y. S., & Kim, H. M. (June 2015). Thermal Design of a Cryogenics Cooling System for a 10 MW-Class High-Temperature Superconducting Rotating Machine. IEEE Transactions on Applied Superconductivity, 25 (3), 1-5. doi:10.1109/TASC.2015.2395721 Peer Reviewed verified by ORBi |
 | Kim, J. H., Park, S., LE, T.-D., Kim, K. L., Lee, H., Jo, Y.-S., Yoon, Y. S., & Kim, H. M. (June 2015). Characteristic analysis of various structural shapes of superconducting field coils. IEEE Transactions on Applied Superconductivity, 25 (3), 1-5. doi:10.1109/TASC.2014.2367040 Peer Reviewed verified by ORBi |
 | Kim, J. H., Park, S., LE, T.-D., Jo, H. C., Jo, Y.-S., Choi, Y. H., Lee, H., & Kim, H. M. (February 2015). Analysis of the Mechanical Characteristics of a 17-MW-Class High-Temperature Superconducting Synchronous Motor. Journal of Superconductivity and Novel Magnetism, 28 (2), 671 - 679. doi:10.1007/s10948-014-2810-y Peer Reviewed verified by ORBi |
