Publications

You can also find my articles on my Google Scholar profile.

Submitted

• A. Poggi, G. A. D'Inverno, H. Brismar, O. Öktem, M. Barreau, K. Morozovska. Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares. arXiv, 2025. [arXiv:2505.20327]. Under review

Published

Peer-reviewed journals

• A. Poggi, Luca Di Persio, Matthias Ehrhardt. Electricity Price Forecasting via statistical and deep learning approaches: the German case. MDPI, 2023.

Conference Papers

• E. Monti, K. Morozovska, A. Poggi, K. Shukla. SEMI-LAGRANGIAN PHYSICS-INFORMED NEURAL NETWORKS (SL-PINNS) FOR SOLVING HYPERBOLIC PARTIAL DIFFERENTIAL EQUATIONS (PDES). AI&PDE workshop at ICLR, 2026.