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General Information
Full Name | Tom Demeyere |
Languages | French (native), English (fluent) |
Education
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2020 - 2025 PhD in Computational Chemistry (Coupling of Modern Computational Techniques to Study the Oxygen Reduction Reaction)
University of Southampton, Southampton, UK - Computational chemistry and materials science PhD focusing on studying the Oxygen Reduction Reaction on platinum catalysts
- Collaborating with Johnson Matthey, a global leader in sustainable technologies
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2018 - 2020 Master in Theoretical Chemistry
University of Lille, Lille, France / Jagiellonian University, Kraków, Poland - First year, "Molecular Dynamics and Chemical Reactivity" at University of Lille, France
- Second year, "Advanced Spectroscopy in Chemistry" (ASC) via the Erasmus+ program at Jagiellonian University, Poland
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2014 - 2018 Bachelor in Physics and Chemistry
University of Lille, Lille, France
Research Experience
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2020 - 2024 Doctoral Research
University of Southampton, School of Chemistry - Developed a Grand-Canonical Monte Carlo code to predict catalyst oxidation
- Bridged the gap between thermodynamic and kinetic aspects of the Oxygen Reduction Reaction overpotential using ML models with fundamental chemistry principles
- Conceptualized research projects comparing state-of-the-art solvation models by computing electrode capacitances, workfunctions, and solvation energies at metal-electrolyte interfaces
- Partnered with Johnson Matthey for experimental validation of computational predictions
- Created a framework using combinatorial optimization to identify stable crystal structures for solid electrolytes
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2019 - 2020 Graduate Research
Jagiellonian University, Faculty of Chemistry - Developed framework to generate physically motivated initial configurations for solvent molecules in computational simulations
- Applied semi-empirical computational methods to predict water dissociation on TiO2 Rutile low-index surfaces
- Computed binding energies and workfunction changes upon adsorption of croconic acid on semi-conductor surfaces
Honors, Awards & Fellowships
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2020 - 2024 Johnson Matthey Industrial PhD Fellowship
University of Southampton -
2019 - 2020 International Mobility Grant
French Department of Education -
2019 Erasmus+ Scholarship for International ASC Master
Lille University -
2019 Erasmus Fellowship for Research Internship
Jagiellonian University -
2014 - 2017 Merit Scholarship (Bourse de Mérite)
French Department of Education
Open-source Contributions
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Ongoing Quansino (Author) - github.com/quansino
- Created modular Monte Carlo Python code for sampling atomic configurations built upon ASE
- Developed following best coding practices with thorough unit-testing and comprehensive documentation
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Ongoing Atomic Simulation Environment (Developer) - gitlab.com/ase
- Contributed bugfixes and new functionalities such as molecular dynamics thermostats and I/O interfaces
- Familiar with the inner workings of this core computational chemistry library
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Ongoing Quantum Accelerator (Contributor) - github.com/quacc
- Implemented multiple recipes for DFT codes and increased compatibility with workflow engines (e.g., Parsl)
- Proficient with workflow engines enabling rapid deployment of large-scale concurrent workflows
Conferences
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Apr 2024 Oxidation of Realistic Platinum Nanoparticles
- Video recording presented at JMAC, Warwick, UK
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Mar 2024 Unraveling the Oxidation of Realistic Platinum Nanoparticles using Linear Scaling DFT and Modern Forcefields
- Poster presented at CCP9, Chester, UK
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Apr 2023 Degradation of platinum nanoparticles by oxidation using coupled computational methods
- Poster presented at JMAC, Warwick, UK
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Aug 2022 Coupling of computational methods to study platinum based electrocatalysts under realistic conditions
- Poster presented at Psi-k Conference, Lausanne, Switzerland
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Mar 2022 DFT simulations comparing Oxygen Reduction Reaction mechanism on Platinum 111 surface and nanoparticles
- Short oral presentation & Poster at JMAC, Warwick, UK
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Jan 2022 DFT simulations comparing Oxygen Reduction Reaction mechanism on Platinum 111 surface and nanoparticles
- Poster presented at UKCC, Loughborough, UK
Teaching & Mentoring
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July 2024 ONETEP Masterclass
- Provided intensive one-on-one mentoring to graduate students implementing ONETEP DFT code
- Designed and delivered a comprehensive course on scientific Python programming and ASE-ONETEP interface
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Jan - June 2022 CHEM2034: Digital Chemistry
University of Southampton - Collaborated on developing educational Jupyter Notebook implementing numerical solutions to the Schrödinger equation
- Provided one-on-one mentoring during workshops
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Sept - Dec 2021 CHEM2025: Introduction to Programming
University of Southampton - Mentored students during practical Python workshops
Skills
- Programming Languages: Python, Julia, Fortran, Bash
- Libraries: ASE, pymatgen, NumPy, SciPy, PyTorch, pandas, Matplotlib, scikit-learn, pytest, quacc
- Software: Quantum Espresso, VASP, ONETEP, LAMMPS, JDFTx
- Techniques: Core AI/ML techniques, Sampling techniques (MD, MC), DFT, Kinetic Modeling, Electrochemistry, Github Actions, HPCs
Additional Achievements
- Delivered presentations across multiple research groups, promoting research reproducibility through Jupyter Notebooks and best practices in scientific computing
- Helped over 1M students with Mathematics and Physical Chemistry on Socratic, a science Q&A platform
- Achieved five-star ranking in HackerRank problem-solving track with 200+ solved challenges