@article{surrogategatedgenerationandfoundationmod, title = {Surrogate-Gated Generation and Foundation-Model Embeddings for Bayesian Materials Design}, author = {Sk Md Ahnaf Akif Alvi and Jan Janssen and Danny Perez and Douglas Allaire and Raymundo Arroyave}, year = {2026}, eprint = {2606.28578}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.28578}, }