@article{SantiagoBurgerRockstuhletal.2021, author = {Santiago, Xavier Garcia and Burger, Sven and Rockstuhl, Carsten and Schneider, Philipp-Immanuel}, title = {Bayesian optimization with improved scalability and derivative information for efficient design of nanophotonic structures}, volume = {39}, journal = {J. Light. Technol.}, arxiv = {http://arxiv.org/abs/2101.02972}, doi = {10.1109/JLT.2020.3023450}, pages = {167}, year = {2021}, language = {en} } @phdthesis{Santiago2021, author = {Santiago, Xavier Garcia}, title = {Numerical methods for shape optimization of photonic nanostructures}, organization = {Karlsruher Institut f{\"u}r Technologie}, doi = {10.5445/IR/1000131006}, year = {2021}, language = {en} }