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Author

Thanh-Dung Le

Observed names: Le, Thanh-Dung, T.D. Le, Thanh Dung Le
Observed institutions: University of Luxembourg, Centre Hospitalier Universitaire Sainte-Justine, Institut National de la Recherche Scientifique, National Kaohsiung University of Science and Technology, Laboratoire de traitement de l'information en santé, Interdisciplinary Centre for Security, Reliability and Trust, CHU Sainte-Justine Research Center, Trường Đại học Kỹ thuật - Công nghệ Cần Thơ, Université du Québec, Université de Montréal, Jeju National University, Texas A&M University – Corpus Christi, École de Technologie Supérieure
ORCID: 0000-0003-0782-8698
Observed ORCID: 0000-0003-0782-8698
OpenAlex ID: A5077893538
Mechanical properties of AlCoCrCuFeNi high-entropy alloys using molecular dynamics and machine learning
2024 · Hoang-Giang Nguyen, Thanh-Dung Le, et al. · Materials Science and Engineering R Reports · 54
Critical Temperature Prediction for a Superconductor: A Variational Bayesian Neural Network Approach
2020 · Thanh Dung Le, Rita Noumeir, et al. · IEEE Transactions on Applied Superconductivity · 45
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The Impact of LoRA Adapters on LLMs for Clinical Text Classification Under Computational and Data Constraints
2025 · Thanh-Dung Le, Ti Ti Nguyen, et al. · IEEE Access · 27
Thermal Design of a Cryogenics Cooling System for a 10 MW-Class High-Temperature Superconducting Rotating Machine
2015 · Thanh Dung Le, Ji Hyung Kim, et al. · IEEE Transactions on Applied Superconductivity · 18
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Improving Transformer Performance for French Clinical Notes Classification Using Mixture of Experts on a Limited Dataset
2025 · Thanh-Dung Le, Philippe Jouvet, et al. · IEEE Journal of Translational Engineering in Health and Medicine · 17
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT Models
2026 · Thanh-Dung Le, Vu Nguyen Ha, et al. · IEEE Transactions on Geoscience and Remote Sensing · 15
Design of Indirect Closed-Cycle Cooling Scheme Coupled With a Cryocooler for a 3-MW-Class High-Temperature Superconducting Synchronous Motor
2016 · Thanh Dung Le, Ji Hyung Kim, et al. · IEEE Transactions on Applied Superconductivity · 11
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Analysis of the Mechanical Characteristics of a 17-MW-Class High-Temperature Superconducting Synchronous Motor
2014 · Ji Hyung Kim, Sail Park, et al. · Journal of Superconductivity and Novel Magnetism · 11
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Bauschinger effect on high entropy alloy under cyclic deformation
2025 · Hoang-Giang Nguyen, Sheng-Joue Young, et al. · Intermetallics · 10
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Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning
2023 · Thanh-Dung Le, Rita Noumeir, et al. · IEEE Journal of Translational Engineering in Health and Medicine · 10
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Characteristic Analysis of Various Structural Shapes of Superconducting Field Coils
2014 · Ji Hyung Kim, SaIl Park, et al. · IEEE Transactions on Applied Superconductivity · 9
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A Semantic-Loss Function Modeling Framework With Task-Oriented Machine Learning Perspectives
2025 · Ti Ti Nguyen, Thanh-Dung Le, et al. · IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) · 8
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On-Air Deep Learning Integrated Semantic Inference Models for Enhanced Earth Observation Satellite Networks
2024 · Chou, Hong-fu, Ha, Vu Nguyen, et al. · arXiv (Cornell University) · 7
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A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
2024 · Thanh-Dung Le, Clara Macabiau, et al. · IEEE Access · 7
GRN-Transformer: Enhancing Motion Artifact Detection in PICU Photoplethysmogram Signals
2023 · Le, Thanh-Dung, Macabiau, Clara, et al. · arXiv (Cornell University) · 7
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Effects of Stabilizer Thickness of 2G HTS Wire on the Design of a 1.5-MW-Class HTS Synchronous Machine
2016 · Ji Hyung Kim, Thanh Dung Le, et al. · IEEE Transactions on Applied Superconductivity · 7
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Conceptual design of current lead for large scale high temperature superconducting rotating machine
2014 · T.D. Le, J.H. Kim, et al. · Progress in Superconductivity and Cryogenics · 7
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Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image Classification
2025 · Thanh-Dung Le, Vu Nguyen Ha, et al. · IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) · 6
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Label Propagation Techniques for Artifact Detection in Imbalanced Classes Using Photoplethysmogram Signals
2024 · Clara Macabiau, Thanh-Dung Le, et al. · IEEE Access · 6
Economic Analysis of a 1.5-MW-Class HTS Synchronous Machine Considering Various Commercial 2G CC Tapes
2016 · Ji Hyung Kim, Thanh Dung Le, et al. · IEEE Transactions on Applied Superconductivity · 6
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GLUSE: Enhanced Channelwise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image Classification
2026 · Thanh-Dung Le, Vu Nguyen Ha, et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 5
Deformation mechanisms of AlCoCrCuFeNi: A molecular dynamics and machine learning approach
2025 · Hoang-Giang Nguyen, Sheng-Joue Young, et al. · Materials Today Nano · 5
Hybrid Deep Learning-Based Enhanced Occlusion Segmentation in PICU Patient Monitoring
2024 · Mario Francisco Munoz, Hoang Vu Huy, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 5
Extracting Physiological Numeric Values from French Pediatric ICU Notes: A Multi-Objective Representation Learning Approach
2024 · Lompo, Boammani Aser, Le, Thanh-Dung, et al. · arXiv (Cornell University) · 5
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Machine Learning Based on Natural Language Processing to Detect Cardiac Failure in Clinical Narratives
2021 · Le, Thanh-Dung, Noumeir, Rita, et al. · arXiv (Cornell University) · 5
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Works count: 49
Citation count: 358
H-index: 10
I10-index: 10
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