Professional experience
Postdoctoral researcher (2021-)
Quantum Materials Simulation Group, WPI-MANA, NIMS
Tsukuba, Japan
Postdoctoral researcher (2017-2021)
MathAM-OIL, AIST c/o Tohoku University
Sendai, Japan
PhD student (2012-2017)
imec and Katholieke Universiteit Leuven (Belgium)
Thesis title: Ab initio modeling of novel 2D materials and interfaces for advanced ICT applications
Promotor: Prof. Michel Houssa (Co-promotors: Prof. Marc Heyns and Dr. Geoffrey Pourtois)
Leuven, Belgium
Education
Master in engineering physics (2010-2012)
Université de Liège (Belgium)
Thesis title: Modeling of nano contact pressure on Ge
Promotor: Prof. Benoît Vanderheyden, in collaboration with imec (Dr. Geoffrey Pourtois and Dr. Pierre Eyben)
Liège, Belgium
Bachelor in civil engineering (2007-2010)
Université de Liège (Belgium)
Liège, Belgium
Skills
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Theoretical physics: Solid state physics, quantum transport, semiconductor materials.
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Computational physics: First-principles calculations, electronic structure calculations, molecular dynamics, quantum transport simulations, high-performance computing.
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Materials science: Two-dimensional materials, metallic glasses.
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Machine learning: Convolutional neural networks, k-means clustering, Support Vector Machine (SVM), decision tree, random forest, k-nearest neighbors.
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Programming languages: python, fortran, bash scripting, C/C++.
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Software: Quantum Espresso, Abinit, Synopsys Atomistix Toolkit, LAMMPS, OMEN, reaxFF, XMD, git, Inkscape, scikit-learn, TensorFlow.
Languages
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French (native)
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Vietnamese (native)
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English (fluent)
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Japanese (intermediate, JLPT N3)
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Dutch (elementary)
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German (elementary)
Miscellaneous