Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach. - Nathalie C. Pinheiro; Donghu Guo; Hannah Menke; Aniket Joshi; Claire E. Heaney; Ahmed H. Elsheikh; Christopher C. Pain (CoRR, 2026)