Mesh-based graph convolutional neural network models of processes with complex initial states. - Ari Frankel; Cosmin Safta; Coleman Alleman; Reese E. Jones (CoRR, 2021)

Equilibrium Conserving Neural Operators for Super-Resolution Learning. - Vivek Oommen; Andreas E. Robertson; Daniel Diaz; Coleman Alleman; Zhen Zhang 029; Anthony D. Rollett; George E. Karniadakis; Rémi Dingreville (CoRR, 2025)