A multi-objective optimization application in Friction Stir Welding: Considering thermo-mechanical aspects. - Cem Celal Tutum; Jesper Henri Hattel (IEEE Congress on Evolutionary Computation, 2010)

Multi-objective optimization of process parameters in friction stir welding. - Cem Celal Tutum; Jesper Henri Hattel (GECCO, 2010)

Hybrid Search for Faster Production and Safer Process Conditions in Friction Stir Welding. - Cem Celal Tutum; Kalyanmoy Deb; Jesper Henri Hattel (SEAL, 2010)

State-of-the-Art Multi-Objective Optimisation of Manufacturing Processes Based on Thermo-Mechanical Simulations. - Cem Celal Tutum; Jesper Henri Hattel (Multi-objective Evolutionary Optimisation for Product Design and Manufacturing, 2011)

Higher-level innovization: A case study from Friction Stir Welding process optimization. - Sunith Bandaru; Cem Celal Tutum; Kalyanmoy Deb; Jesper Henri Hattel (IEEE Congress on Evolutionary Computation, 2011)

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 (IEEE Congress on Evolutionary Computation, 2011)

Multi-criteria layout synthesis of MEMS devices using memetic computing. - Cem Celal Tutum; Zhun Fan (IEEE Congress on Evolutionary Computation, 2011)

Automatic synthesis of MEMS devices using self-adaptive hybrid metaheuristics. - Cem Celal Tutum; Zhun Fan (GECCO (Companion), 2011)

Temporal Evolution of Design Principles in Engineering Systems: Analogies with Human Evolution. - Kalyanmoy Deb; Sunith Bandaru; Cem Celal Tutum (PPSN (2), 2012)

An integrated approach to automated innovization for discovering useful design principles: Case studies from engineering. - Kalyanmoy Deb; Sunith Bandaru; David Greiner; António Gaspar-Cunha; Cem Celal Tutum (Appl. Soft Comput., 2014)

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 (CEC, 2015)

A Multimodal Approach for Evolutionary Multi-objective Optimization (MEMO): Proof-of-Principle Results. - Cem Celal Tutum; Kalyanmoy Deb (EMO (1), 2015)

Surrogate-based evolutionary optimization for friction stir welding. - Cem Celal Tutum; Shaayaan Sayed; Risto Miikkulainen (CEC, 2016)

Evolutionary decomposition for 3D printing. - Eric A. Yu; Jin Yeom; Cem Celal Tutum; Etienne Vouga; Risto Miikkulainen (GECCO, 2017)

Functional generative design: an evolutionary approach to 3D-printing. - Cem Celal Tutum; Supawit Chockchowwat; Etienne Vouga; Risto Miikkulainen (GECCO, 2018)

Functional generative design of mechanisms with recurrent neural networks and novelty search. - Cameron R. Wolfe; Cem Celal Tutum; Risto Miikkulainen (GECCO, 2019)

Adapting to Unseen Environments through Explicit Representation of Context. - Cem Celal Tutum; Risto Miikkulainen (ALIFE, 2020)

Generalization of Agent Behavior through Explicit Representation of Context. - Cem Celal Tutum; Suhaib Abdulquddos; Risto Miikkulainen (CoG, 2021)