Michela Giustiniani

Learning with constraints: A physics-guided Bayesian framework for reliable geothermal temperature mapping in northeastern Italy

Reliable deep-temperature estimation remains a central challenge in geothermal exploration, particularly in sedimentary–carbonate provinces where borehole data are sparse and vertically imbalanced. These conditions lead to unreliable extrapolation and poor uncertainty characteriz...