BURGAMOTS.a deterministic framework that posits planetary gravitational forcing as the primary synchronization mechanism for the solar dynamo and coupled terrestrial atmospheric anomalies. By integrating N-body barycentric displacement data with MHD equations via PINNs—utilizing the DeepXDE architecture—this study challenges the consensus of random solar var