Fuzzy modeling approach based on property location quality for grading neighborhood level of family housing units. - Zeynep Gamze Mert; Serhat Yilmaz (Expert Syst. Appl., 2009)

An assessment of total RMR classification system using unified simulation model based on artificial neural networks. - Ertan Mert; Serhat Yilmaz; Melih Inal (Neural Comput. Appl., 2011)

Surface roughness prediction in machining of cast polyamide using neural network. - Serhat Yilmaz; Aziz Armagan Arici; Erol Feyzullahoglu (Neural Comput. Appl., 2011)

Modified Crank-Nicholson Difference Schemes for Ultra Parabolic Equations with Neumann Condition. - Allaberen Ashyralyev; Serhat Yilmaz (NAA, 2012)

Modified Crank-Nicholson difference schemes for ultra-parabolic equations. - Allaberen Ashyralyev; Serhat Yilmaz (Comput. Math. Appl., 2012)

Modeling and simulation of injection control system on a four-stroke type diesel engine development platform using artificial neural networks. - Serhat Yilmaz; Mehmet Zeki Bilgin (Neural Comput. Appl., 2013)

Realtime Data Processing at Facebook. - Guoqiang Jerry Chen; Janet L. Wiener; Shridhar Iyer; Anshul Jaiswal; Ran Lei; Nikhil Simha; Wei Wang; Kevin Wilfong; Tim Williamson; Serhat Yilmaz (SIGMOD Conference, 2016)

Providing Streaming Joins as a Service at Facebook. - Gabriela Jacques-Silva; Ran Lei; Luwei Cheng; Guoqiang Jerry Chen; Kuen Ching; Tanji Hu; Yuan Mei; Kevin Wilfong; Rithin Shetty; Serhat Yilmaz; Anirban Banerjee; Benjamin Heintz; et al. (Proc. VLDB Endow., 2018)

Turbine: Facebook's Service Management Platform for Stream Processing. - Yuan Mei; Luwei Cheng; Vanish Talwar; Michael Y. Levin; Gabriela Jacques-Silva; Nikhil Simha; Anirban Banerjee; Brian Smith; Tim Williamson; Serhat Yilmaz; Weitao Chen; Guoqiang Jerry Chen (ICDE, 2020)

Deep Learning Training in Facebook Data Centers: Design of Scale-up and Scale-out Systems. - Maxim Naumov; John Kim 001; Dheevatsa Mudigere; Srinivas Sridharan 002; Xiaodong Wang 020; Whitney Zhao; Serhat Yilmaz; Changkyu Kim; Hector Yuen; Mustafa Ozdal; Krishnakumar Nair; Isabel Gao; et al. (CoRR, 2020)

High-performance, Distributed Training of Large-scale Deep Learning Recommendation Models. - Dheevatsa Mudigere; Yuchen Hao; Jianyu Huang; Andrew Tulloch; Srinivas Sridharan 002; Xing Liu; Mustafa Ozdal; Jade Nie; Jongsoo Park; Liang Luo; Jie Amy Yang; Leon Gao; et al. (CoRR, 2021)

Software-hardware co-design for fast and scalable training of deep learning recommendation models. - Dheevatsa Mudigere; Yuchen Hao; Jianyu Huang; Zhihao Jia; Andrew Tulloch; Srinivas Sridharan 002; Xing Liu; Mustafa Ozdal; Jade Nie; Jongsoo Park; Liang Luo; Jie Amy Yang; et al. (ISCA, 2022)

Identification of particular hydrodynamic parameters for a modular type 4 DOF underwater vehicle by means of CFD method. - Serhat Yilmaz; Gülten Altiokka Yilmaz (Ind. Robot, 2023)