Simulating the Air Quality Impact of Prescribed Fires Using a Graph Neural Network-Based PM2.5 Emissions Forecasting System. - Kyleen Liao; Jatan Buch; Kara Lamb; Pierre Gentine (CoRR, 2023)

Efficient First-Order Algorithms for Large-Scale, Non-Smooth Maximum Entropy Models with Application to Wildfire Science. - Gabriel Provencher Langlois; Jatan Buch; Jérôme Darbon (Entropy, 2024)

Deep Koopman operator framework for causal discovery in nonlinear dynamical systems. - Juan Nathaniel; Carla Roesch; Jatan Buch; Derek DeSantis; Adam Rupe; Kara Lamb; Pierre Gentine (CoRR, 2025)

CausalDynamics: A large-scale benchmark for structural discovery of dynamical causal models. - Benjamin Herdeanu; Juan Nathaniel; Carla Roesch; Jatan Buch; Gregor N. Ramien; Johannes Haux; Pierre Gentine (CoRR, 2025)