I am Henok a Research Fellow in AI Systems
University of Cape Town
🔬 AI for Dynamical Systems | STGNNs | Physics-informed ML
Researcher in AI for dynamical systems, working at the intersection of machine learning, numerical analysis, and nonlinear dynamics.
My work focuses on spatio-temporal graph neural networks (STGNNs), physics-informed models, and scientific machine learning for predictive modelling of complex systems. I study how learning architectures interact with nonlinear instability, with emphasis on predictability horizons, stability and chaotic dynamics in high-dimensional systems.
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Lite-STGNN
Efficient spatio-temporal GNNs for long-term time series forecasting
https://github.com/HTMoges/Lite-STGNN -
ChaosBench
Benchmarking forecasting models under chaotic dynamical systems
- 🌐 Website: https://htmoges.github.io
- 📄 Google Scholar: https://scholar.google.com/citations?user=2XKhiYYAAAAJ&hl=en
- 💼 LinkedIn: https://linkedin.com/in/htmoges