Chaopeng Shen

Jul 11, 2023 | nature.com | Chaopeng Shen |Alison P. Appling |Pierre Gentine |Alexandre M. Tartakovsky |Xiaofeng Liu |Dapeng Feng | +5 more

AbstractProcess-based modelling offers interpretability and physical consistency in many domains of geosciences but struggles to leverage large datasets efficiently. Machine-learning methods, especially deep networks, have strong predictive skills yet are unable to answer specific scientific questions.