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<strong>CURRICULUM</strong> <strong>VITAE</strong><br />

<strong>VARVARA</strong> G. <strong>ASOUTI</strong>, <strong>Dr</strong> <strong>Mechanical</strong> Engineer NTUA<br />

Postdoctoral Researcher, National Technical University of Athens, School of<br />

<strong>Mechanical</strong> Engineering, Fluids Section, Parallel CFD & Optimization Unit, Lab<br />

of Thermal Turbomachines.<br />

PERSONAL INFORMATION<br />

Surname Asouti<br />

Name<br />

Varvara<br />

Fathers’ Name Georgios<br />

Telephones (+30) 2107722324<br />

E-mail<br />

vasouti@mail.ntua.gr<br />

EDUCATION<br />

Studies<br />

March 2009 PhD in <strong>Mechanical</strong> Engineering,<br />

Laboratory of Thermal Turbomachines, Fluids Section,<br />

School of <strong>Mechanical</strong> Engineering,<br />

National Technical University of Athens (NTUA).<br />

Thesis title: “Aerodynamic Analysis and Design Methods at High<br />

and Low Speed Flows, on Multiprocessor Platforms”.<br />

Supervisor: Kyriakos C. Giannakoglou, Professor NTUA<br />

July 2004<br />

Diploma in <strong>Mechanical</strong> Engineering,<br />

School of <strong>Mechanical</strong> Engineering, NTUA.<br />

Graduation mark 7.77/10.<br />

Scholarships / Awards<br />

2011-2012 Postdoctoral Research Scholarship from the State Scholarships<br />

Foundation.<br />

2008 Thomaidio Award (for scientific publication).<br />

2006-07 PhD Thesis Scholarship from the Basic Research Program<br />

“Lefkippos” of NTUA.<br />

2007 Thomaidio Award (for scientific publication).<br />

2005 Thomaidio Award (for scientific publication).<br />

2004-06 PhD Thesis Scholarship from NTUA.<br />

2003-04 Technical Chamber of Greece award for academic performance<br />

during the academic year 2003-04.


RESEARCH AND WORK EXPERIENCE<br />

Research Interests & Activities<br />

• Development of CFD Software<br />

Development and programming of CFD analysis software for all flow speeds<br />

(using low Mach number preconditioning), used for the numerical prediction of<br />

steady and unsteady flows in turbomachines, ducts, isolated airfoils, flow around<br />

aircraft as well as flows in the presence of smoke in 3D enclosures.<br />

• Development of Optimization Methods<br />

(a) Deterministic optimization methods: adjoint methods.<br />

‣ Development of discrete and continuous adjoint approaches for use in<br />

aerodynamic shape optimization problems at all flow speeds. These are<br />

based on the Navier–Stokes equations with low Mach number<br />

preconditioning and the adjoint equations are derived either by employing<br />

the adjoint to the preconditioned flow equations or by preconditioning the<br />

adjoint to the ‘standard’ flow equations.<br />

‣ Development of one-shot continuous and discrete adjoint methods.<br />

(b) Stochastic optimization methods: evolutionary algorithms (EAs).<br />

‣ Support and development of the general purpose optimization software<br />

EASY (Evolutionary Algorithms SYstem), http:/147.102.55.162/EASY/.<br />

‣ Development of asynchronous structured EA (AEA). The lack of generations<br />

removes synchronization problems and allows the maximum utilization of<br />

all available processors. AEA is used for the design-optimization of<br />

aerodynamic shapes either on Cluster or Grid Computing.<br />

• Parallelization Techniques<br />

‣ Programming of CFD analysis software on multiprocessor platforms using<br />

the PVM and MPI protocols.<br />

‣ Cluster- and Grid-Computing.<br />

• Programming on Graphics Processing Units (GPUs)<br />

‣ Porting the 2D and 3D Navier-Stokes equations solvers for steady and<br />

unsteady flows on unstructured/hybrid grids from the CPU to the GPU,<br />

using CUDA architecture. The GPU implementations lead to speed-ups up<br />

to ~80x with respect to the code running on a single CPU core.<br />

‣ Design-optimization using one-shot adjoint methods on GPUs.<br />

‣ Extension (of the programming of the GPU-enabled software) from one to<br />

many GPUs (either on a single or on multiple boards).<br />

Research Experience<br />

Participation in NTUA’s research programs (scientific responsible: Giannakoglou<br />

Kyriakos) as a PhD student (until 03/2009) and as postdoctoral researcher<br />

(03/2009-today). Especially:<br />

• “Formulation of the Adjoint problem for the solution of compressible fluid<br />

flow equations with low Mach preconditioning: Computational assessment in<br />

turbomachinery flows at all speeds.” Basic research program ‘Lefkippos’.<br />

(main researcher)


• “HISAC: Environmentally Friendly High-Speed Aircraft”. European Union<br />

financing (FP6).<br />

• “Supply and support of the Optimization Software EASY”. Public Power<br />

Corporation financing.<br />

• “Développement et Evaluation de Méthodes de Optimisation Basées sur la<br />

Utilisation Combinée de Techniques Evolutives et de Réseaux de Neurones<br />

Artificiels”. Dassault Aviation financing.<br />

• Research program Pythagoras I, NTUA.<br />

• “Development of CFD Software for Aero/Thermodynamic Flow Analysis in<br />

the Presence of Fans”. HM Engineering S.A. financing.<br />

• “HYDROACTION (Development and laboratory testing of improved action<br />

and Matrix turbines designed by advanced analysis and optimization tools)”.<br />

European Union financing (FP7).<br />

• “HellasHPC (National Network of Excellence in High-Performance<br />

Computing)”. General Secretariat for Research and Technology financing.<br />

• “Add-ons to and Customization of the Optimization software EASY v2.0 in<br />

Andritz Hydro GmbH, Linz”. Andritz Hydro financing.<br />

• “Supply and support of the Optimization Software EASY v2.0 to Toyota<br />

Motor Europe”. Toyota Motor Europe financing.<br />

• "AQUAGEN Development of cost effective power take off system for marine<br />

energy applications". European Union financing (FP7).<br />

• "WIND-FSI: Development of Know-How on the Aeroelastic Analysis &<br />

Design-Optimization of Wind Turbines", Research program Thales.<br />

Work Experience<br />

05/2007 – 10/2008 HM Engineering S.A. (part time)<br />

Software development for studying flows in the presence of smoke in 3D<br />

enclosures. Applications in fire incidence in the platform of a Metro station for<br />

the “Metro Thessalonikis” project.<br />

Electromechanical studies (heat, fan coils) for “Metro Thessalonikis” and “Metro<br />

Ellinikou” projects.<br />

Tunnel ventilation studies for “Metro Thessalonikis” and “Metro Ellinikou”<br />

projects.<br />

02/2010 – today National Hellenic Research Foundation<br />

Safety Technician<br />

System Administration<br />

06/2009 – today System administrator. Computational platform of the<br />

Parallel CFD & Optimization Unit, School of <strong>Mechanical</strong><br />

Engineering, NTUA.<br />

REVIEWER OF INTERNATIONAL JOURNALS<br />

Reviewer of the following International journals:<br />

• International Journal for Numerical Methods in Fluids.<br />

• International Journal of Systems Science.<br />

• Engineering Optimization.<br />

• Mathematical Methods in the Applied Sciences


PARTICIPATION IN THE SCIENTIFIC/ORGANIZING COMMITTEE<br />

OF INTERNATIONAL CONFERENCES<br />

• Member of the Scientific Committee in the ECCOMAS Thematic Conference<br />

“CFD & OPTIMIZATION”, 23-25 May 2001, Antalya, Turkey.<br />

• Organizer of the Sessions “High performance scientific computing” and “CFD<br />

in rotating machines and their components” in the 7 th GRACM International<br />

Congress on Computational Mechanics, 30 June – 2 July 2011, Athens,<br />

Greece.<br />

TEACHING EXPERIENCE<br />

2011-today<br />

2004-today<br />

Teaching assistant in «Advanced Computational Techniques<br />

and Solution Algorithms», Computational Mechanics post<br />

graduate program, NTUA.<br />

Teaching assistant (incl. lab exercises) in “Operating<br />

Systems and Programming Languages” and “Numerical<br />

Analysis”, School of <strong>Mechanical</strong> Engineering, NTUA.<br />

2004-07 Lab exercises in “Thermal Turbomachines”, School of<br />

<strong>Mechanical</strong> Engineering NTUA.<br />

2004-06 Introductory courses to Fortran programming language in<br />

«Advanced Computational Techniques and Solution<br />

Algorithms», Computational Mechanics post graduate<br />

program, NTUA.<br />

MEMBERSHIP IN SCIENTIFIC ASSOCIATIONS<br />

From 2004<br />

Member of the Technical Chamber of Greece (TEE-TCG)<br />

PERSONAL SKILLS AND COMPETENCES<br />

Languages<br />

Mother tongue Greek<br />

Other languages<br />

English Level C2 (Certificate of Proficiency in English)<br />

Spanish Level Β2 (Diploma de Español como Lengua Extranjera –<br />

DELE Nivel Intermedio)<br />

French Level B2 (Diplôme d’Etudes en Langue Française – DELF<br />

1 er degré)


Computer Skills<br />

Programming Languages<br />

Operating Systems<br />

CAD Programs<br />

Electromechanical<br />

Engineering Programs<br />

Other<br />

Fortran 77-90, C, C++, CUDA, Java<br />

Windows & Unix or Linux<br />

CATIA V5, AutoCAD<br />

4Μ Fine (ADAPT/FCALC)<br />

HTML, MS-Office (Word, Excel, PowerPoint, Access)<br />

Participation in Seminars<br />

24-28/04/2006 Computational Aeroacoustics – Lecture Series – Von<br />

Karman Institute for Fluid Dynamics<br />

28-29/01/2008 Advanced Issues on Grid Technologies – NTUA<br />

12/04/2010 – 07/05/2010 Seminar for Safety Technicians – Hellenic Institute for<br />

Occupational Health and Safety<br />

PUBLICATIONS<br />

Theses<br />

Τ1. V. Asouti, “Low Mach Number Preconditioning for Upwind Flow Solution<br />

Schemes of the Navier-Stokes Equations. Programming and Applications in<br />

Turbomachinery Cascades”, Diploma Thesis, NTUA, 2004. (in Greek)<br />

Τ2. V. Asouti, “Aerodynamic Analysis and Design Methods at High and Low<br />

Speed Flows, on Multiprocessor Platforms”, PhD Thesis, NTUA, 2009. (in<br />

Greek).<br />

Papers in International Refereed Journals<br />

J1. V.G. Asouti, A.S. Zymaris, D.I. Papadimitriou, K.C. Giannakoglou,<br />

“Continuous and Discrete Adjoint Approaches for Aerodynamic Shape<br />

Optimization with Low Mach Number Preconditioning”, International<br />

Journal for Numerical Methods in Fluids 2008; 57(10):1485-1504.<br />

J2. V.G. Asouti, K.C. Giannakoglou, “Aerodynamic Optimization Using a<br />

Parallel Asynchronous Evolutionary Algorithm Controlled by Strongly<br />

Interacting Demes”, Engineering Optimization 2009; 41(3):241-257.<br />

J3. V.G. Asouti, I.C. Kampolis, K.C. Giannakoglou, “A Grid-Enabled<br />

Asynchronous Metamodel-Assisted Evolutionary Algorithm for<br />

Aerodynamic Optimization”, Genetic Programming and Evolvable Machines<br />

(SI: Parallel and Distributed Evolutionary Algorithms, Part One) 2009;<br />

10(4):373-389.<br />

J4. I.C. Kampolis, X.S. Trompoukis, V.G. Asouti, K.C. Giannakoglou, “CFDbased<br />

Analysis and Two-Level Aerodynamic Optimization on Graphics<br />

Processing Units”, Computer Methods in Applied Mechanics and<br />

Engineering 2010; 199(9-12):712-722.<br />

J5. V.G. Asouti, X.S. Trompoukis, I.C. Kampolis, K.C. Giannakoglou,<br />

“Unsteady CFD computations Using Vertex-Centered Finite Volumes for<br />

Unstructured Grids on Graphics Processing Units”, International Journal


for Numerical Methods in Fluids 2011; 67(2):232-246.<br />

J6. E.A. Kontoleontos, V.G. Asouti, K.C. Giannakoglou, “An Asynchronous<br />

Metamodel–Assisted Memetic Algorithm for CFD–based Shape<br />

Optimization”, Engineering Optimization 2012; 44(2):157-173.<br />

J7. V.G. Asouti, K.C. Giannakoglou, “A Low – Cost Evolutionary Algorithm for<br />

the Unit Commitment Problem Considering Probabilistic Outages”,<br />

International Journal of Systems Science (SI: Computational Intelligence in<br />

the Presence of Uncertainties) 2012; 43(7):1322-1335.<br />

J8. S.A. Kyriacou, V.G. Asouti, K.C. Giannakoglou, “Efficient PCA-driven EAs<br />

and Metamodel-Assisted EAs, with Applications in Turbomachinery”,<br />

Engineering Optimization 2013; to appear.<br />

Papers in International Conferences Proceedings<br />

P1. T. Zervogiannis, V. Asouti, K. Gagas, A. Kaounis and K.C. Giannakoglou,<br />

“Inverse Design of Aerodynamic Shapes Using Ant Colony Optimization”,<br />

6 th National Congress on Mechanics, Thessaloniki, July 19-21, 2001.<br />

P2. V.G. Asouti, D.I. Papadimitriou, D.G Koubogiannis, K.C. Giannakoglou,<br />

“Low Mach Number Preconditioning for 2D and 3D Upwind Flow Solution<br />

Schemes, on Unstructured Grids”, 5 th GRACM International Congress on<br />

Computational Mechanics, Cyprus, 29 June - 1 July, 2005.<br />

P3. V.G. Asouti, D.I. Papadimitriou, K.C. Giannakoglou, “Continuous Adjoint<br />

Method with Low – Mach Number Preconditioning”, EUROGEN 2007,<br />

Conference on Evolutionary and Deterministic Methods for Design,<br />

Optimization and Control with Applications to Industry and Social<br />

Problems, Jyväskylä, Finland, June 11-13 2007.<br />

P4. K.C. Giannakoglou, I.C. Kampolis, P.I.K. Liakopoulos, M.K. Karakasis, D.I.<br />

Papadimitriou, T. Zervogiannis, V.G. Asouti, “Aerodynamic Shape<br />

Optimization Methods on Multiprocessor Platforms”, Parallel CFD 2007,<br />

International Conference on Parallel Computational Fluid Dynamics, May<br />

21-24 2007, Antalya Turkey, Invited Lecture.<br />

P5. I.C. Kampolis, A.S. Zymaris, V.G. Asouti, K.C. Giannakoglou, “Multilevel<br />

Optimization Strategies Based on Metamodel-Assisted Evolutionary<br />

Algorithms, for Computationally Expensive Problems”, CEC 2007, IEEE<br />

Congress on Evolutionary Computation, September 25-28 2007, Singapore.<br />

Invited paper for Special Session on Evolutionary Computation for<br />

Expensive Optimization Problems.<br />

P6. X. Trompoukis, V.G. Asouti, T. Zervogiannis and K.C. Giannakoglou, “CFD<br />

Analysis and Parametric Study-Optimization of Suction-Blowing Flow<br />

Control Techniques”, 6 th GRACM International Congress on Computational<br />

Mechanics, Thessaloniki, 19-21 June, 2008.<br />

P7. G. Grigoropoulos, T. Perdikari, V. Asouti, K. Giannakoglou, “MDO of Hull<br />

Forms Using Low-Cost Evolutionary Algorithms”, Applied Vehicle<br />

Technology (AVT)-173 Workshop, Sofia, Bulgaria, May 16-20, 2011.<br />

P8. V.G. Asouti, E.A. Kontoleontos, X.S. Trompoukis and K.C. Giannakoglou,<br />

“Shape Optimization using the One-Shot Adjoint Technique on Graphics<br />

Processing Units”, 7 th GRACM International Congress on Computational<br />

Mechanics, Athens, Greece, 30 June – 2 July, 2011.


P9. I.A. Skouteropoulou, S.A. Kyriacou, V.G. Asouti, K.C. Giannakoglou, S.<br />

Weissenberger and P. Grafenberger, “Design of a Hydromatrix Turbine<br />

Runner Using an Asynchronous Algorithm on a Multi-Processor Platform”,<br />

7 th GRACM International Congress on Computational Mechanics, Athens,<br />

Greece, 30 June – 2 July, 2011.<br />

P10. K.T. Tsiakas, X.S. Trompoukis, V.G. Asouti, K.C. Giannakoglou, "Design-<br />

Optimization of a Compressor Blading on a GPU Cluster", EUROGEN<br />

2013, International Conference on Evolutionary and Deterministic Methods<br />

for Design, Optimization and Control with Applications to Industrial and<br />

Societal Problems, Las Palmas de Gran Canaria, Spain, October 7-9, 2013.<br />

Invited Lectures (Von Karman Institute Lecture Series)<br />

LS1. K.C. Giannakoglou, V.G. Asouti, I.C. Kampolis, “Hierarchical, Metamodel-<br />

Assisted Evolutionary Algorithms”, von Karman Institute Lectures Series<br />

on Introduction to Optimization & Multidisciplinary Design in Aeronautics<br />

and Turbomachinery, Rhode-St-Genése, Belgium, May-June, 2010.<br />

LS2. K.C. Giannakoglou, V.G. Asouti, S.A. Kyriacou, X.S. Trompoukis,<br />

“Hierarchical, Metamodel-Assisted Evolutionary Algorithms, with<br />

Industrial Applications”, von Karman Institute Lectures Series on<br />

Introduction to Optimization & Multidisciplinary Design in Aeronautics<br />

and Turbomachinery, Rhode-St-Genése, Belgium, May, 2012.<br />

Chapters in Books<br />

B1. X.S. Trompoukis, V.G. Asouti, I.C. Kampolis, K.C. Giannakoglou, “CUDA<br />

Implementation of Vertex-Centered, Finite Volume CFD methods on<br />

Unstructured Grids with Flow Control Applications”, Chapter 17, GPU<br />

Computing Gems Jade Edition, Morgan Kaufmann, 2011, ISBN: 978-0-12-<br />

385963-1.<br />

Papers in National Conferences Proceedings<br />

NP1. N.K. Labropoulos, P.I.K. Liakopoulos, D.I. Papadimitriou, V.G. Asouti, D.G.<br />

Koubogiannis, K.C. Giannakoglou, “Recent Research Activities of the<br />

Laboratory of Thermal Turbomachines of NTUA”, 4 th Fluid Mechanics<br />

Scientific Meeting, Athens, Greece, 26 November 2004. (in Greek)<br />

NP2. V. Asouti, I. Kampolis, T. Zervogiannis, M. Karakasis, K. Giannakoglou,<br />

“Optimization and Large Scale Computational Fluid Dynamics Applications<br />

on Multiprocessor Platforms”, 6 th Hellenic Chemical Engineering<br />

Conference, Athens, Greece, 31 May – 2 June, 2007. (in Greek)<br />

Other<br />

O1. I. Tolias, N. Tzinias, K.C. Giannakoglou, T. Lekas, V. Asouti, T.<br />

Zervogiannis, P.I.K. Liakopoulos, “Preliminary Desing, Parameterization<br />

and CFD Analysis of an Unmanned Aerial Vehicle”, Texnika Xronika,<br />

March-April 2007. (in Greek)


LIST OF CITATIONS (EXCLUDING SELF CITATIONS)<br />

Citations to J1<br />

1. L. Du, F. Ning, “Aerodynamic inverse design method for low mach number<br />

airfoils”, Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica 2011;<br />

32(7):1180-1188.<br />

2. G. Chandler, M. Juniper, J. Nichols, P. Schmid, “Adjoint algorithms for<br />

the Navier-Stokes equations in the low Mach number limit”, Journal of<br />

Computational Physics 2012; 231(4):1900-1916.<br />

Citations to J2<br />

1. T. Ghisu, G.T. Parks, D.M. Jaeggi, J.P. Jarrett, P.J. Clarkson, “The<br />

benefits of adaptive parametrization in multi-objective Tabu Search<br />

optimization”, Engineering Optimization 2010; 42(10):959-981.<br />

2. M. Yagoubi, L. Thobois, M. Schoenauer, “Asynchronous Evolutionary<br />

Multi-Objective Algorithms with heterogeneous evaluation costs”, CEC<br />

2011, IEEE Congress of Evolutionary Computation, pp. 21-28.<br />

3. A. Arias-Montano, C. Coello Coello, E. Mezura-Montes, “Multi-Objective<br />

Evolutionary Algorithms in Aeronautical and Aerospace Engineering”,<br />

IEEE Transactions on Evolutionary Computation 2012; 16(5):662:694.<br />

4. M. Yagoubi, M. Schoenauer, “Asynchronous Master/Slave MOEAs and<br />

Heterogeneous Evaluation Costs”, Genetic and Evolutionary Computation<br />

Conference (GECCO 2012) (2012).<br />

5. S. Harding and W. Banzhaf, “Optimizing Shape Design with Distributed<br />

Parallel Genetic Programming on GPUs”, Parallel Architectures and<br />

Bioinspired Algorithms, pp. 51-75. Studies in Computational Intelligence,<br />

Volume 415, 2012.<br />

6. S. Erne, M. Lenarcic, C. Bauer, S.A. Kyriacou, "Shape optimization of a<br />

flow around circular diffuser in a turbulent incompressible flow",<br />

ECCOMAS 2012 - European Congress on Computational Methods in<br />

Applied Sciences and Engineering, pp. 6615-6633.<br />

7. E. Alba, G. Luque, S. Nesmachnow, "Parallel metaheuristics: Recent<br />

advances and new trends", International Transactions in Operational<br />

Research 2013; 20(1):1-48.<br />

Citations to J3<br />

1. Y. Jin, “Surrogate-assisted evolutionary computation: Recent advances<br />

and future challenges”, Swarm and Evolutionary Computation 2011;<br />

1(2):61-70.<br />

2. E. Andres, F. Monge, A. Perez, S. Salcedo, “Metamodel-assisted<br />

aerodynamic design using evolutionary optimization”, EUROGEN 2011,<br />

Evolutionary and deterministic methods for design, optimization and<br />

control, CIRA, Capua, Italy 2011.<br />

3. E. Andrés, S. Salcedo-Sanz, F. Monge, A.M. Pérez-Bellido, "Efficient<br />

aerodynamic design through evolutionary programming and support<br />

vector regression algorithms", Expert Systems with Applications 2012;<br />

39(12):10700-10708.<br />

4. B. Raghavan, P. Breitkopf, “Asynchronous evolutionary shape<br />

optimization based on high-quality surrogates: application to an air-


conditioning duct”, Engineering with Computers 2013; 29(4):467-476.<br />

5. L. Soulat, P. Ferrand, S. Moreau, S. Aubert, M. Buisson, "Efficient<br />

optimisation procedure for design problems in fluid mechanics",<br />

Computers and Fluids 2013; 82:73-86<br />

Citations to J4<br />

1. T. Nguyen, L. Trifan, J.-A. Desideri, “Resilient Workflows for<br />

Computational Mechanics Platforms”, IOP Conf. Series: Materials Science<br />

and Engineering 2010; 10(1): doi:10.1088/1757-899X/10/1/012015.<br />

2. T. Nguyen, L. Trifan, J.-A. Desideri, “Robust Workflows for Large-Scale<br />

Multiphysics Simulation”, Fifth European Conference on Computational<br />

Fluid Dynamics, Lisbonne, Portugal 14-17 June 2010.<br />

3. Z. Jaworski, B. Zakrzewska, ”Towards multiscale modelling in product<br />

engineering”, Computers and Chemical Engineering 2011; 35(3):434-455.<br />

4. M. Papadrakakis, G. Stavroulakis, A. Karatarakis, “A new era in scientific<br />

computing: Domain decomposition methods in hybrid CPU-GPU<br />

architectures”, Computer Methods in Applied Mechanics and<br />

Engineering 2011; 200(13-16):1490-1508.<br />

5. X. Zhu, L. Cheng, L. Lu, B. Teng, “Implementation of the Moving Particle<br />

Semi-implicit method on GPU”, Science China: Physics, Mechanics and<br />

Astronomy 2011; 54(3):523-532.<br />

6. M.B. Giles, G.R. Mudalige, Z. Sharif, G. Markall, P.H.J. Kelly,<br />

“Performance Analysis of the OP2 Framework on Many-Core<br />

Architectures”, ACM SIGMETRICS Performance Evaluation Review -<br />

Special issue on the 1st international workshop on performance modeling,<br />

benchmarking and simulation of high performance computing systems<br />

(PMBS 10) 2011; 38(4):9-15.<br />

7. D. Rossinelli, B. Hejazialhosseini, D.G. Spampinato, P. Koumoutsakos<br />

“Multicore/multi-GPU accelerated simulations of multiphase compressible<br />

flows using wavelet adapted grids”, SIAM Journal on Scientific<br />

Computing 2011; 33(2):512-540.<br />

8. W. Ran, W. Cheng, F. Qin, X. Luo, “GPU accelerated CESE method for 1D<br />

shock tube problems”, Journal of Computational Physics 2011;<br />

30(24):8797-8812.<br />

9. A. Corrigan, R. Löhner, “Porting of feflo to multi-GPU clusters”, AIAA-<br />

2011-948, 49th AIAA Aerospace Sciences Meeting Including the New<br />

Horizons Forum and Aerospace Exposition, Orlando, FL, 4-7 January<br />

2011.<br />

10. R. Löhner, A. Corrigan, "Semi-automatic porting of a general fortran CFD<br />

code to GPUS: The difficult modules", 20th AIAA Computational Fluid<br />

Dynamics Conference 2011, AIAA 2011-3219.<br />

11. P. Castonguay, D.M. Williams, P.E. Vincent, M. Lopez, A. Jameson, "On<br />

the development of a high-order, multi-GPU enabled, compressible viscous<br />

flow solver for mixed unstructured grids", 20th AIAA Computational Fluid<br />

Dynamics Conference 2011, AIAA 2011-3239.<br />

12. Z. DeVito, P. Hanrahan, “Designing the Language Liszt for Building<br />

Portable Mesh-based PDE Solvers”, Scientific Discovery through


Advanced Computing Program (SciDAC), 2011.<br />

13. Z. DeVito, N. Joubert, F. Palacios, S. Oakley, M. Medina, M. Barrientos,<br />

E. Elsen, F. Ham, A. Aiken, K. Duraisamy, E. Darve, J. Alonso, P.<br />

Hanrahan, “Liszt: A domain specific language for building portable meshbased<br />

PDE solvers”, Proceedings of 2011 SC - International Conference for<br />

High Performance Computing, Networking, Storage and Analysis, art. no.<br />

9.<br />

14. Q. Xiong, B. Li, J. Xu, X. Fang, X. Wang, L. Wang, X. He, W. Ge.<br />

“Efficient parallel implementation of the lattice Boltzmann method on<br />

large clusters of graphic processing units”, Chinese Science Bulletin 2012;<br />

57(7):707-715.<br />

15. C. Conti, D. Rossinelli, P. Koumoutsakos. “GPU and APU computations of<br />

Finite Time Lyapunov Exponent fields”, Journal of Computational Physics<br />

2012; 231(5):2229-2244.<br />

16. A. Corrigan, F. Camelli, R. Löhner, F. Mut, “Semi-automatic porting of a<br />

large-scale Fortran CFD code to GPUs”, International Journal for<br />

Numerical Methods in Fluids 2012; 69(2):314-331.<br />

17. A. Corrigan, R. Löhner, “Semi-automatic porting of a large-scale CFD code<br />

to multi-graphics processing unit clusters”, International Journal for<br />

Numerical Methods in Fluids 2012; 69(11):1786-1796.<br />

18. E. Andrés, S. Salcedo-Sanz, F. Monge, A.M. Pérez-Bellido, "Efficient<br />

aerodynamic design through evolutionary programming and support<br />

vector regression algorithms", Expert Systems with Applications 2012,<br />

39(12):10700-10708.<br />

19. M. Lefebvre, P. Guillen, J.-M. Le Gouez, C. Basdevant, "Optimizing 2D<br />

and 3D structured Euler CFD solvers on Graphical Processing Units",<br />

Computers and Fluids 2012, 70:136-147.<br />

20. B. Tutkun, F.O. Edis, "A GPU application for high-order compact finite<br />

difference scheme", Computers and Fluids 2012, 55: 29-35.<br />

21. S. Brechtken, Lattice group models: GPU acceleration and numerics, AIP<br />

Conference Proceedings 2012, 1501(1):239-246.<br />

22. A. Corrigan, K. Kailasanath, J. Liu, R. Ramamurti, D. Schwer, J.P.S<br />

Dahm, A hybrid grid compressible flow solver for large-scale supersonic<br />

jet noise simulations on multi-GPU clusters, 50th AIAA Aerospace<br />

Sciences Meeting Including the New Horizons Forum and Aerospace<br />

Exposition 2012, AIAA 2012-0564.<br />

23. J. Leskinen, J. Periaux. “Distributed evolutionary optimization using<br />

Nash games and GPUs - Applications to CFD design problems”,<br />

Computers & Fluids 2013; 80(1):190-201.<br />

24. W. Cao, Z.-H. Wang, C.-F. Xu, "A survey of general purpose computation<br />

of GPU for computational fluid dynamics", Advanced Materials Research<br />

2013; 753-755:2731-2735.<br />

25. A. Yang, "On the common conceptual and computational frameworks for<br />

multiscale modeling", Industrial and Engineering Chemistry Research<br />

2013; 52(33):11451-11462.<br />

26. K.E. Niemeyer, C.-J. Sung, "Accelerating reactive-flow simulations using<br />

graphics processing units", 51st AIAA Aerospace Sciences Meeting


including the New Horizons Forum and Aerospace Exposition 2013, .<br />

27. J.D. Smith, A.A. Neto, S. Cremaschi, D.W. Crunkleton, "CFD-based<br />

optimization of a flooded bed algae bioreactor", Industrial and<br />

Engineering Chemistry Research 2013; 52(22):7181-7188.<br />

28. S.P. Vanka, "2012 freeman scholar lecture: Computational fluid dynamics<br />

on graphics processing units", Transactions of the ASME Journal of<br />

Fluids Engineering 2013; 135(6), doi:10.1115/1.4023858.<br />

29. S.P. Pereira, K. Vuik, F.T. Pinho, J.M. Nóbrega, "On the performance of a<br />

2D unstructured computational rheology code on a GPU", AIP Conference<br />

Proceedings 2013, 1526:72-89.<br />

30. A. Karatarakis, P. Metsis, M. Papadrakakis, "GPU-acceleration of<br />

stiffness matrix calculation and efficient initialization of EFG meshless<br />

methods", Computer Methods in Applied Mechanics and Engineering<br />

2013, 258:63-80.<br />

Citations to J5<br />

1. M.B. Giles, G.R. Mudalige, Z. Sharif, G. Markall, P.H.J. Kelly,<br />

“Performance Analysis of the OP2 Framework on Many-Core<br />

Architectures”, ACM SIGMETRICS Performance Evaluation Review -<br />

Special issue on the 1st international workshop on performance modeling,<br />

benchmarking and simulation of high performance computing systems<br />

(PMBS 10) 2011; 38(4):9-15.<br />

2. Z. DeVito, P. Hanrahan, “Designing the Language Liszt for Building<br />

Portable Mesh-based PDE Solvers”, Scientific Discovery through<br />

Advanced Computing Program (SciDAC), 2011.<br />

3. Z. DeVito, N. Joubert, F. Palacios, S. Oakley, M. Medina, M. Barrientos,<br />

E. Elsen, F. Ham, A. Aiken, K. Duraisamy, E. Darve, J. Alonso, P.<br />

Hanrahan, “Liszt: A domain specific language for building portable meshbased<br />

PDE solvers”, Proceedings of 2011 SC - International Conference for<br />

High Performance Computing, Networking, Storage and Analysis, art. no.<br />

9.<br />

4. D. Sánchez-Román, G. Sutter, S. Lopez-Buedo, I. Gonzalez, F.J. Gomez-<br />

Arribas, J. Aracil, F. Palacios, “High-Level Languages and Floating-Point<br />

Arithmetic for FPGA-Based CFD Simulations”, IEEE Design & Test of<br />

Computers 2011; 28(4): 28-37.<br />

5. D. Sánchez-Román, “An Assessment of Aeronautical CFD Acceleration on<br />

Reconfigurable Computers using High Level Languages and Floating<br />

Point Arithmetic”, Thesis for Master in Computer Science and<br />

Telecommunication Engineering, Escuela Politécnica Superior,<br />

Universidad Autónoma de Madrid, September 2011.<br />

6. F. Lu, J. Song, X. Cao, X. Zhu, "Acceleration for CFD applications on large<br />

GPU clusters: An NPB case study", 6th International Conference on<br />

Computer Sciences and Convergence Information Technology, ICCIT<br />

2011, pp. 534-538.<br />

7. M.B. Giles, G.R. Mudalige, Z. Sharif, G. Markall, P.H.J. Kelly,<br />

“Performance Analysis and Optimization of the OP2 Framework on<br />

Many-Core Architectures”, The Computer Journal 2012; 55(2):168-180.


8. A. Corrigan, F. Camelli, R. Löhner, F. Mut, “Semi-automatic porting of a<br />

large-scale Fortran CFD code to GPUs”, International Journal for<br />

Numerical Methods in Fluids 2012; 69(2):314-331.<br />

9. A. Corrigan, R. Löhner, “Semi-automatic porting of a large-scale CFD code<br />

to multi-graphics processing unit clusters”, International Journal for<br />

Numerical Methods in Fluids 2012; 69(11):1786-1796.<br />

10. G. Markall, A. Slemmer, D. Ham, P. Kelly, C. Cantwell, S. Sherwin.<br />

“Finite element assembly strategies on multi-core and many-core<br />

architectures”, International Journal for Numerical Methods in Fluids<br />

2012; doi: 10.1002/fld.364.<br />

11. S.I. Gohari, V. Esfahanian, H. Moqtaderi, "Coalesced computations of the<br />

incompressible navier-stokes equations over an airfoil using graphics<br />

processing units", Computers and Fluids 2013; 80(1):102-115.<br />

12. S.P. Vanka, "2012 freeman scholar lecture: Computational fluid dynamics<br />

on graphics processing units", Transactions of the ASME Journal of<br />

Fluids Engineering 2013; 135(6), doi:10.1115/1.4023858.<br />

13. W. Cao, Z.-H. Wang, C.-F. Xu, "A survey of general purpose computation<br />

of GPU for computational fluid dynamics", Advanced Materials Research<br />

2013; 753-755:2731-2735.<br />

14. G.R. Mudalige, M.B. Giles, J. Thiyagalingam, I.Z. Reguly, C. Bertolli,<br />

P.H.J. Kelly, A.E. Trefethen, "Design and initial performance of a highlevel<br />

unstructured mesh framework on heterogeneous parallel systems",<br />

Parallel Computing 2013; 39(11):669-692.<br />

15. K.E. Niemeyer, C.-J. Sung, "Accelerating reactive-flow simulations using<br />

graphics processing units", 51st AIAA Aerospace Sciences Meeting<br />

including the New Horizons Forum and Aerospace Exposition 2013.<br />

16. T.-Q. Chen, Q.-H. Zhang, "GPU acceleration of a nonhydrostatic model for<br />

the internal solitary waves simulation", Journal of Hydrodynamics 2013;<br />

25(3):362-369.<br />

17. S.P. Pereira, K. Vuik, F.T. Pinho, J.M. Nóbrega, "On the performance of a<br />

2D unstructured computational rheology code on a GPU", AIP Conference<br />

Proceedings 2013; 1526:72-89.<br />

18. M.D. Mazzeo, "Fast discontinuous Galerkin lattice-Boltzmann simulations<br />

on GPUs via maximal kernel fusion", Computer Physics Communications<br />

2013; 184(3):537-549.<br />

19. M.B. Giles, G.R. Mudalige, B. Spencer, C. Bertolli, I. Reguly, "Designing<br />

OP2 for GPU architectures", Journal of Parallel and Distributed<br />

Computing 2013; 73(11):1451-1460.<br />

Citations to J6<br />

1. T. Kunakote, S. Bureerat, "Surrogate-assisted multiobjective evolutionary<br />

algorithms for structural shape and sizing optimisation", Mathematical<br />

Problems in Engineering 2013, no. 695172, to appear.<br />

Citations to P5<br />

1. D. Lim, Y.-S. Ong, Y. Jin, B. Sendhoff, “Evolutionary Optimization with


Dynamic Fidelity Computational Models”, ICIC 2008, LNAI 5227, pp. 235-<br />

242, Springer-Verlag Berlin Heidelberg 2008.<br />

2. A.K.M.K.A Talukder,. M. Kirley, R. Buyya, “The Pareto-Following<br />

Variation Operator as an alternative approximation model”, CEC 2009,<br />

IEEE Congress on Evolutionary Computation, pp. 8-15 May18-21 2009,<br />

Trondheim.<br />

3. B. Bischl, O. Mersmann, H. Trautmann, C. Weihs, “Resampling methods<br />

for meta-model validation with recommendations for evolutionary<br />

computation”, Evolutionary Computation 2012; 20(2):249-275.<br />

4. J. Tschesche, J. Bos, H. Hanselka, “Response surface methodologies for<br />

coupling factor exploration: An application example for noise reduction by<br />

means of smart structures”, Smart Materials and Structures 2012; 21(6):<br />

art. number 064007.<br />

5. Y. Tenne, "An optimization algorithm employing multiple metamodels<br />

and optimizers", International Journal of Automation and Computing<br />

2013; 10(3):227-241.

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