Science and Methods of Computing (Bilgisayım Bilimi ve Yöntemleri)
This is a research group working on the decomposition of multivariate object like multivariate functions and multiway arrays through HDMR and EMPR, probabilistic evolution theory, mathematical fluctuation theory and so on. Most active part of the group members are appearing in this event contributors part of this site. URL to get into more details:
This is a research group working on the decomposition of multivariate objects like multivariate functions and multiway arrays through high dimensional model representation (HDMR) and enhanced multivariance products representation (EMPR), probabilistic evolution theory, mathematical fluctuation theory, Kronecker power series, quantum and statistical dynamical expectation value dynamics and so on. Most active part of the group members are appearing as contributors to this event. The remaining ones are either inactive in group activities or just follow the activities as observers. The following URL can be used to get into more details about the group: http://bebbyt.be.itu.edu.tr. However it is in Turkish and designed basically for group’s local needs. For this moment there is no english web site for this group. The curious readers who wants to get more details about the group can contact with Metin Demiralp.
BEBBYT is an acronym for turkish statement “Bilişim Enstitüsü Bilgisayım Bilimi ve Yöntemleri Topluluğu” which is word to word english counterpart of the statement “Informatics Institute Group for Science and Methods of Computing“. Turkish counterparts of the words in this statement are as
follows: Informatics: Bilişim, Institute: Enstitüsü, Group for: Topluluğu, Science (of): Bilimi, and: ve, Methods (of): Yöntemleri, Computing: Bilgisayım.
Computational Fluid Dynamics (Hesaplamalı Akışkanlar Dinamiği)
- Computational Fluid Dynamics
- Computational Structural Mechanics
- Fluid/Structure Interaction
- Computational Free Surface Hydrodynamics
- Turbulence Modelling
- Parallel Computing
- Liquid Sloshing
- Blood Clotting
Computational Biomechanics (Hesaplamalı Biomekanik)
Biomechanics is the application of mechanical principles including the bioengineering concepts and the research and analysis of the mechanics to living organisms. In the biomechanical research, by using the engineering methods, the motion pattern of living organisms, how this motion is controlled and to investigate the influence of the interacting structure under the force system which are sourced from different parts of the organism during the mechanical movement activity is tried to be understood. It is also tried to be analyzed the stress-strain components of mechanical loading measured through living or non-living tissue where the treatments are also tested and improved.
Especially for the last 20 years, the biomechanics field has achieved advanced improvements both in academical works and industrial applications. Whether by the view of instrumentation or operation techniques, the new advancements in the dense headings such as, engineering, nanotechnology, computer science, robotics and advanced material science has started to be applied in medical science, eventually the overall work progress in the biomechanics field has accelerated.
As being established in 1999, in the Institute of Informatics the Computational biomechanics group has been working actively under the Computational Science and Engineering Graduade programme with a strong support of computer infrastructure. The group heavily concentrate on the computational fluid dynamics, vessel structure and in vitro tissue modelling.
For more information please visit the groups webpage.
Computational Chemistry and Biology (Hesaplamalı Kimya ve Biyoloji)
Computational Earth System Science (Hesaplamalı Yer Sistem Bilimleri)
TC&CDEM (Theoretical Chemistry & Computational Design of Energy Materials (Teorik Kimya ve Enerji Malzemeleri)
About the group
Our group conduct research in four major areas: Global Optimization, Crsytal structure Prediction, Energy & Environmental Sciences and Theoretical Chemistry. In global optimization, we develop heuristic methods like genetic algorithm and apply them to interesting chemical or physical problems. The crystal structure prediction is one of these problems and for this purpose we developed a new method named as CrystAl Structure Prediction via Simulated Annealing (CASPESA). This method has already been applied to reveal the structures of many Energy Materials like metal borohydrides and metal ammines. In addition, we also employ periodic DFT computations to design new materials. The materials we interested are hydrogen storage, CO2 capture and heterogeneous catalysis. In Theoretical chemistry area, the computation of intermolecular interaction using high-accurate techniques is one of the most active research subject of ours. By the help of these computations, we also develop force fields especially for biologically related systems like DNA. Furthermore, we extensively apply computational modelling and molecular dynamics simulation techniques to solve some chemical or physical problems such as drug delivery.
TC & CDEM Members
TC & CDEM Laboratory
Our fundamental computing resources are the computing cluster named MARS (http://ybhl.be.itu.edu.tr/) located in the Informatics institute and several other rack servers (details given below) provided by TUBITAK projects.
Total node number
2x 16 Core
4x 16 Core
2x 14 Core
@ 2.50 GHz
@ 2.50 GHz
Xeon E5-2697 v3
@ 2.60 GHz
Total core number:
DDR3, 1600 MHz,
DDR3, 1600 MHz,
The following software can be run on these systems;
İstanbul Technical University
Computational Science & Engineering
Maslak, Sariyer 34469 Istanbul
Phone: +90 212 285 69 52
Computational Linear Algebra (Hesaplamalı Doğrusal Cebir)
Computational linear algebra is the study of algorithms for performing linear algebra computations, most notably matrix operations, on computers. It is often a fundamental part of engineering and computational science problems, such as image and signal processing, telecommunication, computational finance, materials science simulations, structural biology, data mining, and bioinformatics, fluid dynamics, and many other areas. Such software relies heavily on the development, analysis, and implementation of state-of-the-art algorithms for solving various numerical linear algebra problems, in large part because of the role of matrices in finite difference and finite element methods.
Common problems in numerical linear algebra include computing the following: LU decomposition, QR decomposition, Singular value decomposition, eigenvalues.
As being established in 2011, in the Institute of Informatics the Computational linear algebra group has been working actively under the Computational Science and Engineering Graduate programme with a strong support of computer infrastructure. The group heavily concentrates on the multigrid methods, scalable parallel algorithms for linear systems and preconditioners .
Cyber-Physical Security and Cryptographic Engineering
Cyber-physical (CPS) systems are engineered systems that are built from, and depend upon, the seamless integration of computational algorithms and physical components. They provide functionality to infrastructure systems in aviation, automotive, rail, healthcare, telephony and network, utilities and electrical power generation and distribution. Most cyber-physical system components—particularly those of critical nature—are networked using wireless and wired communication networks, embedded processors, sensors and actuators. They interact with humans and the rest of the physical world, deliver critical real-time data, and support guaranteed performance. Cyber-physical systems can provide much richer functionality, efficiency, autonomy and reliability than manually controlled and loosely coupled systems. However, they also create inherent vulnerabilities related to privacy, security, robustness and reliability of the underlying components and as a whole system. Because CPS can be significantly faster than humans or they can control and coordinate large-scale systems (such as the electrical grid), security and reliability issues are critically important.
In the coming years, cryptography will become integral to CPS; from the controller of a braking system, to server and client computers, to handheld, portable, and wireless devices, all interacting devices will have to be capable of encrypting and decrypting or signing and verifying messages. That is to say, without exception, all networked computers and devices must have cryptographic layers implemented, and must be able to access cryptographic functions in order to provide security features. In this context, efficient (in terms of time, area, and power consumption) hardware structures will have to be designed, implemented, and deployed. Furthermore, general-purpose (platform-independent) as well as special-purpose software implementing cryptographic functions on embedded devices are needed. An additional challenge is that these implementations should be done in such a way to resist cryptanalytic attacks launched against them by adversaries having access to primary (communication) and secondary (timing, power, electromagnetic, acoustic) channels .
Research Group Director:
Prof. Dr. Çetin Kaya Koç
Assist. Prof. Dr. Enver Özdemir