Selected research, engineering, and community projects. Each entry links to code and a short write-up of the problem, the approach, and the outcome.
Molecular Dynamics for Phase Change Materials (PCM)
Molecular dynamics simulations for phase change materials, studying how the structure and dynamics of the material change across the phase transition.
Molecular DynamicsScientific ComputingMaterials Physics
2026 [Code]
Alzheimer Diagnosis Optimization with Machine Learning and Quantum Machine Learning
A fusion of Machine Learning and Quantum Machine Learning for complex neuroimaging analysis. Awarded and funded in Room 10 of the AMLI Student Creativity Program.
ML-QMLMedical AIPythonNeuroimaging
2025 [Code]
Qiskit Community Program - Quantum Computing Education
Qiskit advocacy and program development for quantum computing education among Indonesian researchers and students.
QiskitEducationCommunityQuantum
2025 [Code]
Machine Learning and Quantum Machine Learning for Indonesian Weather Forecasting
ML-QML model optimization for weather prediction using local Indonesian data and hybrid algorithms.
Quantum MLPythonData ScienceWeather Prediction
2025 [Code]
Quantum Machine Learning with Julia
Quantum Machine Learning implementation and experimentation in Julia for high-performance scientific workflows.
JuliaQMLScientific Computing
2025 [Code]
Deep Learning for GPR Inversion
A deep learning approach for analyzing and inverting ground-penetrating radar data with neural networks.
Deep LearningPythonImage ProcessingGPR
2025 [Code]
Quantum GANs for Complex Imagery
Development of Quantum Generative Adversarial Networks for generating and analyzing complex image structures.
Quantum ComputingGANsQiskitPython
2024 [Code]