About Me
I am Juntao (Jason) Chen, an MPhil candidate in the School of Mathematics, Statistics and Physics at Newcastle University, and I am fortunate to be supervised by Prof. Chris Oates.
My research sits at the intersection of probabilistic machine learning, computational statistics, and deep learning — with a focus on developing principled, uncertainty-aware methods for real-world problems.
Research Interests
- Probabilistic Machine Learning — Bayesian inference, uncertainty quantification
- Computational Statistics — Monte Carlo methods, statistical learning theory
- Deep Learning — Sequence modelling, graph neural networks, transformers
News
- Jan 2025 — Paper accepted at Scientific Reports: CoGraphNet for enhanced text classification.
- Nov 2024 — Paper published in Energy: Offshore wind power prediction with TCN-DANet-Sparse Transformer.
Selected Awards
| Year | Award |
|---|---|
| 2023 | International Mathematical Contest in Modeling (MCM/ICM) — Meritorious Winner |
| 2023 | National College Student Mathematical Modeling Competition (CUMCM) — Second Prize |
| 2022 & 2023 | National College Student Statistical Modeling Competition — Second Prize |
| 2021–2023 | University-level Special Scholarship (3 consecutive years) |
| 2021–2023 | Department First-Class Scholarship (3 consecutive years) |
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