Monotone-Constrained Diffusion Models for Long-Horizon Production Forecasting

Temesgen Mikael Abraha, Yves Lucet

Forecasting a long horizon from only the first observations of a sequence is ill-posed: many trajectories are consistent with the same short history. We study this problem in oil a…