Abdurrahman
Adhyatma
Doctoral Researcher, Materials Engineering
Project Researcher, Materials Engineering
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Areas of expertise
Quantum chemistry simulations
x-ray photoelectron spectroscopy
materials feature engineering
machine learning
Biography
I finished my Bachelor's at Bandung Institute of Technology in 2020, where I started my journey in Materials Informatics. For my Master's, I completed it at Korea Advanced Institute of Science and Technology (KAIST) in 2024, where I studied synthesis and characterization of MOF-based electrocatalysts. Off the heels of my Master's studies, I joined the Materials Informatics Laboratory at University of Turku as a doctoral researcher.
Research
My research focus is in studying X-ray photoelectron spectroscopy (XPS) spectra of molecular adsorption on atmospheric aerosol nanoparticles using artificial intelligence and ab initio calculations.
Publications
Data-driven multimodal XPS study of molecular adsorbates on atmospheric aerosol nanoparticles (2024)
Machine Learning Modalities for Materials Science
(Konferenssiposteri)
XPS spectra of atmospheric aerosols: A combined DFT and ML approach (2024)
Recent Advances in Computer-aided X-ray Spectroscopy
(Konferenssiposteri)