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2017

 

  • Verma, S., Hadjidoukas, P., Wirth, P., Koumoutsakos, P., Multi-objective optimization of artificial swimmers, Proceedings of the IEEE Congress on Evolutionary Computation IEEE-CEC 2017, (2017) (doi), (pdf)
     

  • Rasthofer, U., Wermelinger, F., Hadjidoukas, P., Koumoutsakos, P., Large Scale Simulation of Cloud Cavitation Collapse, Proceedings of the International Conference on Computational Science ICCS 2017 (2017) (doi), (pdf)
     

  • Verma, S., Novati, G., Noca, F., Koumoutsakos, P., Fast motion of heaving airfoils, Procedia Computer Science (2017), 108, 235–244. (doi), (pdf)
     

  • Verma, S., Hadjidoukas, P., Wirth, P., Rossinelli, D., Koumoutsakos, P., Pareto optimal swimmers, Proceedings of the Platform for Advanced Scientific Computing Conference PASC'17 (2017) (doi), (pdf)

 

2016

  • Wermelinger F., Hejazialhosseini B., Hadjidoukas P. E., Rossinelli D., Koumoutsakos P., An Efficient Compressible Multicomponent Flow Solver for Heterogeneous CPU/GPU Architectures, Proceedings of the Platform for Advanced Scientific Computing Conference PASC'16 (2016) (doi) (pdf)
     
  • Kulakova L., Angelikopoulos P., Hadjidoukas P. E., Papadimitriou C., Koumoutsakos P., Approximate Bayesian Computation for Granular and Molecular Dynamics Simulations, Proceedings of the Platform for Advanced Scientific Computing Conference PASC'16 (2016) (doi) (pdf)

 

2015

  • Hadjidoukas P., Rossinelli D., Wermelinger F., Sukys J., Rasthofer U., Conti C., Hejazialhosseini B., Koumoutsakos P., High throughput simulations of two-phase flows on Blue Gene/Q, Parallel Computing: On the Road to Exascale, Proceedings of the International Conference on Parallel Computing ParCo '15 (2015) (doi) (pdf)
     
  • Rossinelli, D., Tang, Y.-H., Lykov, K., Alexeev, D., Bernaschi, M., Hadjidoukas, P., Bisson, M., Joubert, W., Conti, C., Karniadakis G., Fatica, M., Pivkin, I., Koumoutsakos, P., The In-Silico Lab-on-a-Chip: Petascale and High-Throughput Simulations of Microfluidics at Cell Resolution, ACM 2015 Gordon Bell Award Finalist, Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC '15), 2015 (doi) (pdf)
     
  • Hadjidoukas P.E., Rossinelli D., Hejazialhosseini B., Koumoutsakos P., From 11 to 14.4 PFLOPs: Performance Optimization for Finite Volume Flow Solver, Proc. of the 3rd Intl. Conf. on Exascale Applications and Software (EASC 2015), 2015 (pdf)

 

2013

  • Rossinelli D., Hejazialhosseini B. , Hadjidoukas P., Bekas C., Curioni A., Bertsch A., Futral S., Schmidt S.J., Adams N.A., Koumoutsakos P., 11 PFLOP/s simulations of cloud cavitation collapse, ACM 2013 Gordon Bell Award Winner, Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC '13), 2013 (doi) (pdf)
     
  • Papadimitriou C., Angelikopoulos P., Papadioti D.-C., Efficient techniques for Bayesian inverse modeling of large-order computational models. ICOSSAR 2013: 11th International Conference on Structural Safety & Reliability, 2013. (pdf) 

 

  • Voglis C., Hadjidoukas P.E, Parsopoulos K.E., Papageorgiou D.G., Lagaris I.E., Adaptive memetic particle swarm optimization with variable local search pool size, GECCO '13: 15th Annual Conference on Genetic and Evolutionary Computation,  2013. (pdf)

 

2012

  • Hejazialhosseini B., Rossinelli D., Conti C., Koumoutsakos P., High throughput software for direct numerical simulations of compressible two-phase flows. In Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis (SC '12). IEEE Computer Society Press, Los Alamitos, CA, USA, Article 16, 2012. (Abstract) (pdf)

 

2011

  • Rossinelli D., Chatagny L., Koumoutsakos P., Evolutionary optimization of scalar transport in cylinder arrays on multiGPU/multicore architectures, Proc. EuroGen, pages 773–782, Capua, Italy, September 14–16 2011, (Abstract) (pdf)

 

2007

  • Kern S., Hansen N., Koumoutsakos P. (2007). Optimization of Simulated Fish Swimming using Efficient Local Quadratic Meta-models and Evolution Strategies, Eurogen 2007, Jyväskylä, Finland, in press, June 2007
     
  • Kern S., Chatelain P., Koumoutsakos P. (2007). Modeling, Simulation and Optimization of Anguilliform Swimmers, Bio-mechanisms of Animals in Swimming and Flying, ISABMEC2006, in press, Springer Tokio
     
  • Walther J.H., Chatelain P., Guenot M., Machefaux E., Okulov V.L., Sorensen J., Bergdorf M., Koumoutsakos P. (2007). A Numerical Study of the Stability of Helical Vortices Using Vortex Methods, The Second Conference on The Science of Making Torque from Wind, DTU-MEK, in press, 2007
     
  • Walther J.H., Morgenthal G. (2007). An immersed interface method for the vortex-in-cell algorithm, 4th M.I.T. Conference, Cambridge, USA, in press, 2007
     
  • Fukagata K., Kern S., Chatelain P., Koumoutsakos P., Kasagi N. (2007). Optimization of an anisotropic compliant surface for turbulent friction drag reduction,Proc. 5th Int Symp. on Turbulence and Shear Flow Phenomena, Munich, Aug. 27-29, 2007, pp. 727-732
     

2006

  • Hansen, N., Gemperle F., Auger A., Koumoutsakos P. (2006). When Do Heavy-Tail Distributions Help? In Ninth International Conference on Parallel Problem Solving from Nature PPSN IX, Proceedings, pp.62-71, Berlin: Springer
     
  • Kern, S., Hansen N., Koumoutsakos P. (2006). Local Meta-Models for Optimization Using Evolution Strategies. In Ninth International Conference on Parallel Problem Solving from Nature PPSN IX, Proceedings, pp.939-948, Berlin: Springer (pdf)
     
  • Auger, A. and Hansen N. (2006). Reconsidering the Progress Rate Theory for Evolution Strategies in Finite Dimensions. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006), pp.445-452, ACM Press
     
  • Igel, C., Suttorp T., and Hansen N. (2006). A Computational Efficient Covariance Matrix Update and a (1+1)-CMA for Evolution Strategies. In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2006), ACM Press
     
  • Bergdorf M., Koumoutsakos P. (2006). Multiresolution Simulations using Particles. VECPAR 2006, LNCS 4395-0391

 

2005

  • Auger, A, and Hansen, N. (2005). A Restart CMA Evolution Strategy With Increasing Population Size. In Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, pp.1769-1776
     
  • Auger, A, and Hansen, N. (2005). Performance Evaluation of an Advanced Local Search Evolutionary Algorithm. In Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, pp.1777-1784
     
  • Bergdorf M., Koumoutsakos P. (2005). Multiresolution Particle Methods. CY-LES 2005, LNCSE

 

2004

  • S. C. Kassinos, J. H. Walther, E. M. Kotsalis, P. Koumoutsakos, Flow of aqueous solutions in carbon nanotubes, Lect. Notes Comput. Sc., 39, 215-226, 2004
     
  • P. Gonnet, U. Zimmerli, J. H. Walther, T. Werder, P. Koumoutsakos, Wetting and Hydrophobicity of Nanoscale Systems with Impurities, Nanotech, 3, 69-72, 2004
     
  • N. Hansen, S. Kern, Evaluating the CMA Evolution Strategy on Multimodal Test Functions, Proceedings of the 8th International Conference on Parallel Problem Solving from Nature PPSN VIII, Birmingham, UK, September 2004, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 3242, 282-291, 2004 (pdf)
     
  • R. Jaffe, J. H. Walther, U. Zimmerli, P. Koumoutsakos, Modeling the Interaction Between Ethylene Diamine and Water Films on the Surface of a Carbon Nanotube, 206th Joint International Meeting of the Electrochemical Society, 3 – 8 October 2004, Honolulu, Hawaii
     
  • P. Koumoutsakos, U. Zimmerli, T. Werder, J. H. Walther, Nanoscale fluid mechanics, ASME/SPIE handbook of Nanotechnology, Nanometer Structures, Theory, Modeling, and Simulation, 319-393, 2004
     
  • J. Ocenasek, S. Kern, N. Hansen, P. Koumoutsakos, A Mixed Bayesian Optimization Algorithm with Variance Adaptation, Proceedings of the 8th International Conference on Parallel Problem Solving from Nature PPSN VIII, Birmingham, UK, September 2004, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 3242, 352-361, 2004 (pdf)
     
  • P. Poncet, P. Koumoutsakos, Optimization of Vortex Shedding in 3D Wakes using Belt Actuators, ISOPE 2004 (pdf)
     
  • T. Werder, J. H. Walther, J. Asikainen, P. Koumoutsakos, Continuum-particle hybrid methods for dense fluids. Lect. Notes Comput. Sc., 39, 227-236, 2004
     
  • U. Zimmerli, M. Parrinello, P. Koumoutsakos, Dispersion corrected density functionals applied to the water naphthalene cluster, Lect. Notes Comput. Sc., 39, 205-214, 2004

 

2003

  • D. Bueche, S. D. Mueller, P. Koumoutsakos, Self-Adaptation for Multi-objective Evolutionary Algorithms, Proceedings of the Second International Conference on Evolutionary Multi-Criterion Optimization (EMO 2003) (pdf)
     
  • D. Bueche, N. N. Schraudolph, P. Koumoutsakos, Accelerating Evolutionary Algorithms Using Fitness Function Models, Workshop On Learning, Adaptation, and Approximation in Evolutionary Computation, Genetic and Evolutionary Computation Conference (GECCO 2003) (pdf)
     
  • D. Bueche, G. Guidati, P. Stoll, Automated Design Optimization of Compressor Blades for Stationary, Large-Scale Turbomachinery, Proceedings of the ASME/IGTI Turbo Expo 2003 (pdf)
     
  • S. E. Hieber, J. H. Walther and P. Koumoutsakos, Fluid-Structure Interaction using SPH, Proceedings of the CoLab summer school on Multiscale Modeling and Simulation, Lugano, Switzerland, 2003
     
  • S. E. Hieber, J. H. Walther and P. Koumoutsakos, Particle flow simulations for surgical planning, Proceedings of the International Symposium on Computer Aided Surgery around the Head, Interlaken, Switzerland, 2003
     
  • S. Kern, S. D. Mueller, D. Bueche, N. Hansen, P. Koumoutsakos, Learning Probability Distributions in Continuous Evolutionary Algorithms, Workshop on Fundamentals in Evolutionary Algorithms, Thirtieth International Colloquium on Automata, Languages and Programming, Eindhoven, 2003
     
  • P. Koumoutsakos, S. D. Mueller, D. Bueche, M. Milano: Stochastic optimization for fluid dynamic applications, Bugeda, G., Desideri, J.-A., Periaux, J., Schoenauer, M., Winter, G., editors: Evolutionary Methods for Design, Optimization and Control: Applications to Industrial and Societal Problems — Proceedings of the EUROGEN 2003 Conference, Barcelona, Spain, Sep 15-17, 2003, p.3
     
  • P. Koumoutsakos, R. L. Jaffe, T. Werder, J. H. Walther, On the Validity of the No-Slip Condition in Nanofluidics, Nanotechnology Conference and Trade Show, February 23-27, 2003, San Francisco, California (pdf)
     
  • P. Koumoutsakos, U. Zimmerli, J. H. Walther, Simulations of carbon nanotubes in aqueous environments, ASME International Mechanical Engineering Congress, 15-21 November 2003, Washington, D.C., USA
     
  • A. Larsen, J. H. Walther, Discrete Vortex Simulation of Vortex Excitation and Mitigation in Bridge Engineering, Vortex and Particle Methods, 2nd MIT conference on Computational Fluid and Solid Mechanics, June 17 – 20, 2003, MIT, Cambridge (pdf)
     
  • S. D. Mueller, M. Fehr, P. Koumoutsakos: Solving Constrained Optimization Problems using the CMA-Evolution Strategy combined with the Augmented Lagrangian Method, Workshop on Fundamentals in Evolutionary Algorithms, Thirtieth International Colloquium on Automata, Languages and Programming, Eindhoven, July 2003
     
  • S. D. Mueller, N. N. Schraudolph, P. Koumoutsakos: Evolutionary and Gradient-Based Algorithms for Lennard-Jones Cluster Optimization. Workhop on Learning, Adaptation, and Approximation in Evolutionary Computation, Alwyn Barry, editor. Workshop proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2003), 2003
     
  • O. Paschereit, B. Schuermans, D. Bueche, Combustion Process Optimization Using Evolutionary Algorithm, Proceedings of the ASME/IGTI Turbo Expo 2003 (pdf)
     
  • I. Sbalzarini, P. Koumoutsakos, A. Mezzacase, A. Helenius, Computing diffusion in intracellular compartments: The influence of organelle geometry, New Horizons in Molecular Sciences and Systems: An Integrated Approach, 16 – 18 October 2003, Nago City, Okinawa, Japan, page 113
     
  • J. H. Walther, Molecular dynamics simulations of aqueous potassium chloride droplets on graphite, 81st International Bunsen Discussion Meeting "Interfacial Water in Chemistry and Biology" 2003
     
  • J. H. Walther, R. L. Jaffe, T. Werder, and P. Koumoutsakos, Carbon Nanotubes as Biosensors – A Molecular Dynamics Study, E-MRS Spring Meeting 2003, June 10-13, 2003, Strasbourg
     
  • J. H. Walther, R. L. Jaffe, T. Werder, and P. Koumoutsakos, Slip boundary conditions for water flows in hydrophobic nanoscale geometries, In Nanotech 2003, February 23-27, San Francisco, California, U.S.A., 2003
     
  • J. H. Walther, R. L. Jaffe, T. Werder, P. Koumoutsakos, Carbon nanotubes as biosensors — a molecular dynamics study, In E-MRS Spring Meeting 2003, June 10-13, 2003 Strasbourg, Symposium B. Advanced Multifunctional Nanocarbon materials and nanosystems
     
  • J. H. Walther, T. Werder, U. Zimmerli, P. Koumoutsakos, Molecular fluid mechanics of carbon nanotubes, New Horizons in Molecular Sciences and Systems: An Integrated Approach, 16-18 October 2003, Nago City, Okinawa, Japan, page 20
     
  • T. Werder, J. H. Walther, R. L. Jaffe, P. Koumoutsakos, Water-Carbon Interactions: Potential Energy Calibration Using Experimental Data, 2003 Nanotechnology Conference and Trade Show, February 23-27, 2003, San Francisco, California (pdf)
     
  • T. Werder, J. H. Walther, P. Koumoutsakos, Nano fluid mechanics of carbon nanotubes – atomistic and multiscale simulations, ASME International Mechanical Engineering Congress, 15-21 November, Washington, D.C., USA
     
  • U. Zimmerli, P. Koumoutsakos, M. Parrinello, Bounds for water graphite interaction from DFT, Program of the CPMD 2003 conference, page 66

 

2002

  • D. Bueche, M. Milano, P. Koumoutsakos, Self-Organizing Maps for Multi-Objective Optimization, Workhop on "Learning and Adaptation in Evolutionary Computation" at Genetic and Evolutionary Computation Conference GECCO 2002 (pdf)
     
  • D. Bueche, G. Guidati, P. Stoll, and P. Koumoutsakos, Self-Organizing Maps for Pareto Optimization of Airfoils, Seventh International Conference on Parallel Problem Solving from Nature (PPSN VII), Granada, Spain, 2002 (pdf)
     
  • P. Catalano, M. Wang, G. Iaccarino, I. F. Sbalzarini, P. Koumoutsakos, 2002, Optimization of cylinder flow control via zero net mass flux actuators, Proceedings of the CTR summer program 2002, Center for Turbulence Research, Stanford University (pdf)
     
  • G. H. Cottet, A. Ghoniem, P. Koumoutsakos, 4th International Workshop on Vortex Flows and Related Numerical Methods, UC Santa-Barbara, 17-20 March 2002, ed. E Meiburg
     
  • R. Gaemperle, S. D. Mueller, P. Koumoutsakos: A Parameter Study for Differential Evolution, A. Grmela, N. E. Mastorakis, editors. Advances in Intelligent Systems, Fuzzy Systems, Evolutionary Computation, WSEAS Press, 293-298, 2002 (pdf)
     
  • T. Graepel, Kernel Matrix Completion by Semi-Definite Programming, Proceedings of the International Conference on Artificial Neural Networks, ICANN 2002, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2002 (pdf)
     
  • T. Graepel, N. N. Schraudolph, Stable Adaptive Momentum for Rapid Online Learning in Nonlinear Systems, Proceedings of the International Conference on Artificial Neural Networks, Madrid, Spain, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2002 (pdf)
     
  • K. Hermanson, S. Kern, G. Picker, S. Parneix: Predictions of External Heat Transfer for Turbine Vanes and Blades with Secondary Flowfields, Proceedings of ASME Turbo Expo, 3 – 6 June 2002, Amsterdam, Netherlands
     
  • R. L. Jaffe, J. H. Walther, E. Kotsalis, T. Werder, P. Koumoutsakos, T. Halicioglu, Molecular dynamics simulations of fullerenes and carbon nanotubes in water, In 201st Meeting of the Electrochemical Society, Inc. Philadelphia, Pennsylvania, 12-17 May 2002
     
  • P. Koumoutsakos, Nanofluidics of Carbon Nanotubes: Towards the Development of Nanoscale Biosensors, Proceedings of the Fifth World Congress on Computational Mechanics, (WCCM V), July 7-12, 2002, Vienna, Austria
     
  • G. Morgenthal, J. H. Walther, An Immersed Interface Method for the Vortex-In-Cell Method, Fourth International Workshop on Vortex Flow and Related Numerical Methods, Santa Barbara (USA), 17-20 March 2002
     
  • S. D. Mueller, N. Hansen, P. Koumoutsakos: Increasing the Serial and the Parallel Performance of the CMA-Evolution Strategy with Large Populations, Proceedings of the Seventh International Conference on Parallel Problem Solving from Nature PPSN VII, Granada, Spain, September 2002, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2439, 422-431, 2002 (pdf)
     
  • S. D. Mueller, P. Koumoutsakos: Control of Micromixers, Jets, and Turbine Cooling Using Evolution Strategies, Manipulation and Control of Transverse Jets, CISM, 2002 (pdf)
     
  • S. D. Mueller, N. N. Schraudolph, P. Koumoutsakos, N. Hansen, Step Size Adaptation in Evolution Strategies – Two Approaches, Workshop on Learning and Adaptation in Evolutionary Computation, GECCO 2002 Workshop proceedings (pdf)
     
  • S. D. Mueller, N. N. Schraudolph, P. Koumoutsakos: Step Size Adaptation in Evolution Strategies using Reinforcement Learning, Proceedings of the IEEE World Congress on Computational Intelligence (WCCI 2002), 151 – 156, 2002 (pdf)
     
  • I. F. Sbalzarini, A. Mezzacasa, A. Helenius, P. Koumoutsakos, Organelle shape has an influencer on fluorescence recovery results, Mol. Biol. of the Cell, 13, 276A – 276A, 2002
     
  • I. F. Sbalzarini, J. Theriot, P. Koumoutsakos, 2002, Machine Learning for Biological Trajectory Classification Applications, Proceedings of the CTR summer program 2002, Center for Turbulence Research, Stanford University (pdf)
     
  • N. N. Schraudolph and T. Graepel, Conjugate Directions for Stochastic Gradient Descent, Proceedings of the International Conference on Artificial Neural Networks, Madrid, Spain, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2002 (pdf)
     
  • N. N. Schraudolph, T. Graepel, Towards Stochastic Conjugate Gradient Methods, Proceedings of the 9th International Conference on Neural Information Processing, Singapore, 853 – 856, IEEE, 2002
     
  • J. H. Walther, R. Jaffe, T. Werder, T. Halicioglu, P. Koumoutsakos, On the boundary condition for water at a hydrophobic surface, In Proceedings of the Summer Program 2002, pages 317–329, Center for Turbulence Research, Stanford University/NASA Ames, 2002 (pdf)
     
  • J. H. Walther, S. Kern, P. Koumoutsakos, Simulation of Particulate Flow Using Particle Methods, A P3M Algorithm for Charged Particulates, Monte Verita Symposium 2002, Sedimentation & Sediment-Transport at the Crossroads of Physics and Engineering, September 1-6, 2002, Ascona, Switzerland (pdf)
     
  • T. Werder, J. H. Walther, P. Koumoutsakos. Hydrodynamics of Carbon Nanotubes – Contact Angle and Hydrophobic Hydration, Technical Proceedings of the Second International Conference on Computational Nanoscience and Nanotechnology NanoTech 2002 – ICCN 2002, 490-493, Puerto Rico, USA, 2002 (pdf)

 

2001

  • D. Bueche, P.Stoll, P. Koumoutsakos, Multi-Objective Optimization of Combustion Processes, CISM, Udine, Italy, 2001
     
  • D. Bueche, R. Dornberger, New Evolutionary Algorithm for Multi-Objective Optimization and the Application to Engineering Design Problems, Proceedings of the Fourth World Congress of Structural and Multidisciplinary Optimization, Dalian, China, 2001 (pdf)
     
  • D. Bueche, P. Stoll, P. Koumoutsakos, An evolutionary algorithm for multi-objective optimization of combustion processes, CTR Annual Research Briefs, Stanford University, CA, 2001
     
  • M. Klapper-Rybicka, N. N. Schraudolph, J. Schmidhuber, Unsupervised Learning in LSTM Recurrent Neural Networks, Proceedings of the International Conference on Artificial Neural Networks, Vienna, Austria, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2001 (pdf)
     
  • E. M. Kotsalis, R. L. Jaffe, J. H. Walther, T. Werder, P. Koumoutsakos, Buckyballs in Water: Structural Characteristics and Energetics, Center for Turbulence Research, Stanford, Annual Research Briefs, 2001, 283-291 (pdf)
     
  • P. Koumoutsakos, T. Werder, J. H. Walther, R. Jaffe, T. Halicioglu, Carbon Nanotubes in Water: MD Simulations of Internal & External Flow, Self Organization, Ninth Foresight Conference on Molecular Nanotechnology, November 2001, Santa Clara, California (pdf)
     
  • M. Milano, J. Schmidhuber, P. Koumoutsakos, Active Learning with Adaptive Grids, International Conference on Artificial Neural Networks (ICANN), Vienna, Austria, 2001 (pdf)
     
  • M. Milano, J. Schmidhuber, P. Koumoutsakos, An Evolution Strategy using Self-Organizing Maps, International Conference on Artificial Neural Networks (ICANN), Vienna, Austria, August 2001
     
  • S. D. Mueller, P. Koumoutsakos, Mixing Optimization with Evolution Strategies, EUROGEN 2001 (pdf)
     
  • M. Papanikolaou, 2001, ReSpace – a virtual environment for rethinking about space, CAADRIA01
     
  • I. F. Sbalzarini, S. D. Mueller, P. Koumoutsakos, G.-H. Cottet: Evolution Strategies for Computational and Experimental Fluid Dynamics Applications, L. Spector, E. Goodman, A. Wu, W. B. Langdon, H.-M. Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk, M. Garzon, and E. Burke, editors. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2001), Morgan Kaufmann Publishers, San Francisco, CA, 2001 (pdf)
     
  • I. F. Sbalzarini, S. D. Mueller, P. Koumoutsakos: Microchannel Optimization Using Multiobjective Evolution Strategies, First International Conference on Evolutionary Multi-Criterion Optimization (EMO'01), Proceedings, Lecture Notes in Computer Science, vol. 1993, © Springer Verlag, Berlin, 2001 (pdf)
     
  • N. N. Schraudolph, Fast Curvature Matrix-Vector Products, Proceedings of the International Conference on Artificial Neural Networks, Vienna, Austria, Lecture Notes in Computer Science, © Springer Verlag, Berlin, 2001 (pdf)
     
  • S. D. Mueller, I. F. Sbalzarini, J. H. Walther, P. Koumoutsakos, Evolution Strategies for the Optimization of Microdevices, Proceedings of the Congress on Evolutionary Computation (CEC 2001), 302-309, 2001 (pdf)

 

2000

  • G.-H. Cottet, I. F. Sbalzarini, S. D. Mueller, P. Koumoutsakos: Optimization of trailing vortex destruction by evolution strategies, CTR Proceedings of the 2000 Summer Program, 2000 (pdf)
     
  • R. Dornberger, D. Bueche, P. Stoll, 2000, Multidisciplinary Optimization in Turbomachinery Design, CMNM 102, Eccomas 2000, Barcelona, Spain. September 11-14, 2000 (pdf)
     
  • R. Dornberger, P. Stoll, D. Bueche, A. Neu, 2000, Multidisciplinary Turbomachinery Blade Design Optimization, AIAA 2000 – 0838. 38th AIAA Aerospace Sciences Meeting and Exhibit, Reno, USA. January 10-13, 2000 (pdf)
     
  • L. Glielmo, S. Santini, M. Milano, Three-Way Catalytic Converter Modeling: Neural Networks and Genetic Algorithms for the Reaction Kinetics Submodel, SAE 2000 World Congress, Detroit, MI, USA, 2000
     
  • M. Milano, P. Koumoutsakos, X. Giannakopoulos, J. Schmidhuber, Evolutionary Computation, 2000, Proceedings of the 2000 Congress, 1, 212-218, 16-19 July 2000, La Jolla, CA, USA (pdf)
     
  • M. Milano, P. Koumoutsakos, A clustering genetic algorithm for actuator optimization in flow, Evolvable Hardware, 2000, Proceedings, The Second NASA/DoD Workshop, 263-269 (pdf)
     
  • M. Milano, P. Koumoutsakos, 2000, A Clustering Genetic Algorithm for Actuator Optimization in Flow Control, 2nd NASA/DoD Workshop on Evolvable Hardware, Palo Alto, CA, USA. July 13-16, 2000
     
  • M. Milano, X. Giannakopoulos, P. Koumoutsakos, J. Schmidhuber, Evolving strategies for active flow control, Congress on Evolutionary Computation (CEC) San Diego, USA, 2000
     
  • S. D. Mueller, I. F. Sbalzarini, I. Mezic, J. H. Walther, P. Koumoutsakos. Evolutionary Optimization of Mixing Microdevices. NanoTech 2000, Montreux, Switzerland, 2000 (pdf)
     
  • S. D. Mueller, S. Airaghi, J. Marchetto, P. Koumoutsakos, 2000, Optimization Algorithms based on a Model of Bacterial Chemotaxis, Sixth International Conference on Simulation of Adaptive Behavior: From Animals to Animats, SAB 2000 Proceedings Supplement, International Society for Adaptive Behavior. Paris, France. September 11-16, 2000 (pdf)
     
  • F. Noca, M. Hoenk, B. Hunt, P. Koumoutsakos, J. H. Walther, T. Werder, Bio-inspired acoustic sensors based on artificial stereocilia, J. Acoust. Soc. Am., 108(5):2494, 2000
     
  • P. Koumoutsakos, K. Shariff, A. Wray, A. Pohorille, 2000, Particle Methods : From Vortex Dynamics to Biology, Computational Aerosciences 2000, NASA Ames Res. Center, CA, USA. February 20-22, 2000
     
  • J. Sagredo, J. Walther, P. Koumoutsakos, 2000, Simulation of particulate flows using vortex methods, Ercoftac Conference on Dynamics of Particle-Laden Flows, Kappel bei Zuerich, Switzerland. July 3-5, 2000
     
  • I. F. Sbalzarini, L. K. Su, P. Koumoutsakos, 2000, Evolutionary Optimization for Flow Experiments, CTR Annual Research Briefs (pdf)
     
  • I. F. Sbalzarini, S. D. Mueller, P. Koumoutsakos: Multiobjective Optimization using Evolutionary Algorithms, Proceedings of the CTR summer program 2000, Center for Turbulence Research, Stanford University, 2000 (pdf)
     
  • J. H. Walther, R. Jaffe, T. Halicioglu, P. Koumoutsakos, 2000, Computational studies of carbon nanotubes in water, American Physical Society, Annual Meeting of the Division of Fluid Dynamics, Washington, D.C., USA. November, 2000
     
  • J. H. Walther, R. Jaffe, T. Halicioglu, P. Koumoutsakos, 2000, Molecular dynamics simulations of carbon nanotubes in water, CTR Proceedings of the 2000 Summer Program, 2000 (pdf)
     
  • J. H. Walther, P. Koumoutsakos, 2000, A Computational study of flows in carbon nanotubes, NanoTech2000. Montreux, Switzerland. November 28-30, 2000

 

1999

  • L. Glielmo, S. Santini, M. Milano, G. Serra, Three-way Catalytic Converter Modeling: A Machine Learning Approach for the Reaction Kinetics, IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 1999
     
  • P. Koumoutsakos, P. Moin, Algorithms for shear flow control and optimization, Decision and Control, Proceedings of the 38th IEEE Conference, 3, 2839-2844, 1999 (pdf)
     
  • P. Koumoutsakos, P. Moin, 1999, Machine Learning Algorithms for Flow Optimization, IEEE Conf. on Decision and Control, Phoenix, AZ, USA. December 12-14, 1999
     
  • S. D. Mueller, M. Milano, P. Koumoutsakos, 1999, Application of machine learning algorithms to flow modeling and optimization, CTR Annual Research Briefs (pdf)
     
  • J. H. Walther, J. T. Sagredo, P. Koumoutsakos, 1999, Simulation of Particulate Flow Using Vortex Methods, The First International Conference on Vortex Methods, Kobe, Japan. November 4-5, 1999
     
  • M. Papanikolaou, B.Tuncer, 1999, The Fake Space Experience – Exploring New Spaces, ECAADE'99. Liverpool, UK, September 15-18,1999. 395-402

 

1998

  • P. Koumoutsakos, 1998, Feedback Control Algorithms for Flow Control, IUTAM Conf. Flow Control, Goettingen, Germany. September 12 – 16, 1998
     
  • P. Koumoutsakos, 1998, Particle methods for the simulation of multiscale phenomena, CTR Annual Research Briefs (pdf)
     
  • P. Koumoutsakos, J. Freund, D. Parekh, 1998, Evolution strategies for the optimization of jet flow parameters, CTR Summer Research Briefs (pdf)
     
  • A. Larsen, J. H. Walther, 1998, A two dimensional discrete vortex method for bridge aerodynamics applications, ECCOMAS'98. Athens, Greece. September 7 – 11, 1998 (pdf)
     
  • J. H. Walther, 1998, Discrete vortex methods in bridge aerodynamics and prospects for parallel computing techniques, International Symposium on Advances in Bridge Aerodynamics. Copenhagen, Denmark. May 10-13, 1998 (pdf)

 

1997

  • G. Abate, L. Glielmo, P. Rinaldi, S. Santini, M. Milano, G. Serra, 1997, Numerical Simulation and Analysis of the Dynamic Behavior of Three Way CatalyticConverters, International Conference on Combustion, Capri, Italy
     
  • M. Milano, P. Marino, F. Vasca, 1997, Robust Neural Network Observer for Induction Motor Control, IEEE Power Electronics Specialists Conference (PESC)
     
  • P. Koumoutsakos, T. Bewley, E. Hammond, P. Moin, 1997, Feedback algorithms for turbulence control – Some recent developments, AIAA paper 97-2008
     
  • J. H. Walther, A. Larsen, 1997, Analytical and discrete vortex models for an oscillating flat plate with trailing edge flap, Eighth U.S. National Conference on Wind Engineering. Baltimore, MD, USA. June 5-7, 1997 (pdf)