57 citations · 211 across the 18 of their papers we have counts for
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physics.soc-ph2023★ 6 cited
An interpretable wildfire spreading model for real-time predictions
Konstantinos Vogiatzoglou, Costas Papadimitriou, Konstantinos Ampountolas +3
Forest fires pose a natural threat with devastating social, environmental, and economic implications. The rapid and highly uncertain rate of spread of wildfires necessitates a trus…
stat.ML2023
On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques
Omid Sedehi, Antonina M. Kosikova, Costas Papadimitriou +1
Machine Learning (ML) has widely been used for modeling and predicting physical systems. These techniques offer high expressive power and good generalizability for interpolation wi…