Adaptive optimisation of noisy black-box functions inherent in microscopic models. - Eddie Davis; Marianthi G. Ierapetritou (Comput. Chem. Eng., 2007)

A kriging based method for the solution of mixed-integer nonlinear programs containing black-box functions. - Eddie Davis; Marianthi G. Ierapetritou (J. Glob. Optim., 2009)

Domain-Specific Multi-Level IR Rewriting for GPU. - Tobias Gysi; Christoph Müller; Oleksandr Zinenko; Stephan Herhut; Eddie Davis; Tobias Wicky; Oliver Fuhrer; Torsten Hoefler; Tobias Grosser (CoRR, 2020)

Domain-Specific Multi-Level IR Rewriting for GPU: The Open Earth Compiler for GPU-accelerated Climate Simulation. - Tobias Gysi; Christoph Müller; Oleksandr Zinenko; Stephan Herhut; Eddie Davis; Tobias Wicky; Oliver Fuhrer; Torsten Hoefler; Tobias Grosser (ACM Trans. Archit. Code Optim., 2021)

Productive Performance Engineering for Weather and Climate Modeling with Python. - Tal Ben-Nun; Linus Groner; Florian Deconinck; Tobias Wicky; Eddie Davis; Johann Dahm; Oliver Elbert; Rhea George; Jeremy McGibbon; Lukas Trümper; Elynn Wu; Oliver Fuhrer; et al. (SC, 2022)