| 2019 | GECCO | Functional generative design of mechanisms with recurrent neural networks and novelty search. | Cameron R. Wolfe, Cem Celal Tutum, Risto Miikkulainen |
| 2018 | GECCO | Functional generative design: an evolutionary approach to 3D-printing. | Cem Celal Tutum, Supawit Chockchowwat, Etienne Vouga, Risto Miikkulainen |
| 2017 | GECCO | Evolutionary decomposition for 3D printing. | Eric A. Yu, Jin Yeom, Cem Celal Tutum, Etienne Vouga, Risto Miikkulainen |
| 2016 | CEC | Surrogate-based evolutionary optimization for friction stir welding. | Cem Celal Tutum, Shaayaan Sayed, Risto Miikkulainen |
| 2015 | CEC | An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. | Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz |
| 2015 | EMO | A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results. | Cem Celal Tutum, Kalyanmoy Deb |
| 2012 | PPSN | Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution. | Kalyanmoy Deb, Sunith Bandaru, Cem Celal Tutum |
| 2011 | CEC | Higher-level innovization: A case study from Friction Stir Welding process optimization. | Sunith Bandaru, Cem Celal Tutum, Kalyanmoy Deb, Jesper Henri Hattel |
| 2011 | CEC | Optimization of casting process parameters for homogeneous aggregate distribution in self-compacting concrete: A feasibility study. | Jon Spangenberg, Cem Celal Tutum, Jesper Henri Hattel, Nicolas Roussel, Mette Rica Geiker |
| 2011 | CEC | Multi-criteria layout synthesis of MEMS devices using memetic computing. | Cem Celal Tutum, Zhun Fan |
| 2011 | GECCO | Automatic synthesis of MEMS devices using self-adaptive hybrid metaheuristics. | Cem Celal Tutum, Zhun Fan |
| 2010 | CEC | A multi-objective optimization application in Friction Stir Welding: Considering thermo-mechanical aspects. | Cem Celal Tutum, Jesper Henri Hattel |
| 2010 | GECCO | Multi-objective optimization of process parameters in friction stir welding. | Cem Celal Tutum, Jesper Henri Hattel |