@article{deronzier:hal-05441153, TITLE = {{Block-Additive Gaussian Processes under Monotonicity Constraints}}, AUTHOR = {Deronzier, Mathis and L{\'o}pez-Lopera, Andr{\'e}s F. and Bachoc, Fran{\c c}ois and Roustant, Olivier and Rohmer, J{\'e}r{\'e}my}, URL = {https://hal.science/hal-05441153}, JOURNAL = {{Statistics and Computing}}, PUBLISHER = {{Springer Verlag (Germany)}}, VOLUME = {36}, NUMBER = {1}, PAGES = {42}, YEAR = {2026}, MONTH = Jan, DOI = {10.1007/s11222-025-10791-8}, KEYWORDS = {multi-dimensional hat functions ; sequential designs ; block-additive model ; inequality constraints ; Gaussian processes}, HAL_ID = {hal-05441153}, HAL_VERSION = {v1}, }