Tasks of companies as well as research institutes include in some cases:

• a complex physics,
• a complex geometry,
• the need to develop additional software for commercial software packages,
• as well as their parallelization for performance enhancement

We support you

• in the optimization of your products and services
• in the analysis of complex technical tasks in your research projects
• in the development of math. Models and software
• conversion of a real plant / machine into a simulation model
• programming of additional software
• parallelization
• Calculation of solutions of the model on high performance computing systems
• Collaboration in the transfer of the results into practical application

Grid generation

Computational grids are the prerequisite for the application of numerical flow simulation. We offer

• Grid generation of industrial geometries as a service
• Training in mesh generation with Ansys ICEM CFD
• High time flexibility
• Close cooperation with companies
• Generation of high quality computational grids up to 50 million cells with the goal of fast solution convergence and high accuracy
• Resolving fine structures (including flow structures) to optimally match the "reality"

Another specialisation in IHM is the development of methods to map problems with high computational requirements to a given infrastructure. These can be

• modern CPUs with many cores and functional units
• parallel graphics processors,
• clusters or
• globally distributed computing resources, combined in a grid.

The developed Gaussian covariance networks are more predictive than KNN for regression tasks (especially with much fewer experiments) and more suitable than Gaussian processes for classification tasks. Moreover, unlike Gaussian processes, they also support large data sets and high-dimensional parameter spaces. Since the topology of KNN is fixed to the training of hyperparameters and optimized for arbitrary applications in the ML domain, the costly and time-consuming optimization of the network topology (by data experts or AutoML cloud services) is not necessary and ensures highly predictive, transient, inhomogeneous, adaptive Gaussian processes due to the high efficiency and low hardware requirements. By extending to multi-input/output Gaussian covariance networks, ML models can also be trained for time series and 2d/3d field data. The particular efficiency in experiment design results on the one hand from the high predictive power of the ML models and on the other hand from sequential, adaptive subspace sampling methods, which are in the sense of a Bayesian Optimization in combination of Expected (Volume) Improvement, variance reduction of the Gaussian processes and multivariate, nonlinear sensitivity analysis.

Compared to the classical DoE method with partial least squares regression, factor analysis and ANOVA, the following advantages result for the experimental design:

• Suitability also for a high number of factors (parameters)
• Suitability for any number of factor levels
• Identification of measurement errors and random effects without repeating the experiments
• Suitability for arbitrary nonlinear, multivariate correlations
• factor ranking also for multivariate, complex correlations
• Calculation of local and global, static prediction quality as 95% confidence intervals
• Support of spatially and temporally dependent measurement or result variables
• support of classification problems
• Support of highly efficient adaptive, sequential, stochastic sampling methods
• Online learning possible
• Minimization of the required number of experiments
• Sampling procedure starts with a minimum number of experiments (e.g. 10) and automatically optimizes itself in the course of screening, taking into account constraints, outliers and exclusion ranges

• Parallelization with OpenMP and MPI
• Computing on the graphics card with OpenCL
• Numerics and computer simulations
• Grid computing
• Modeling, programming and simulation of particle motion in flowing fluids
• Script monitoring in the Job Execution Monitor for the LHC Computing Grid
• Virtualized test environment for complex investigations in a worldwide computer network

Trapp, M., Bogoclu, C., Nestorović, T., and Roos, D. (2019). Intelligent optimization and machine learning algorithms for structural anomaly detection using seismic signals. Mechanical Systems and Signal Processing.

Pohle-Fröhlich, R., Bohm, A., Ueberholz, P., Korb, M., and Goebbels, S. (2019). Roof segmentation based on deep neural networks. In Trémeau, A., Farinella, G. M., and Braz, J., editors, Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 4: VISAPP, Prague, Czech Republic, February 25-27, 2019. SciTePress. [ DOI | http]

Farber, P., Gräbel, J., Kroppen, N., Pötschke, L., Roos, D., Rosenbaum, M., Stegschuster, G., and Ueberholz, P. (2019). Electricity generation in a microbial fuel cell with textile carbon fiber anodes. Computers & Mathematics with Applications. [ DOI | http]

Goncalves, E., Zeidan, D., van Gemmeren, L., Ueberholz, P., Farber, P., and Gräbel, J. (2019). Non-equilibrium two-phase flow computations by a mixture model. In Conference Proceeding of the 10th international conference on computational methods, Singapore.

Zeidan, D., Bähr, P., Farber, P., Gräbel, J., and Ueberholz, P. (2019). Numerical investigation of a mixture two-phase flow model in two-dimensional space. Computers & Fluids, 181st [ DOI ].

Minea, A. A., Buonomo, B., Burggraf, J., Ercole, D., Karpaiya, K. R., Pasqua, A. D., Sekrani, G., Steffens, J., Tibaut, J., Wichmann, N., Farber, P., Huminic, A., Huminic, G., Mahu, R., Manca, O., Oprea, C., Poncet, S., and Ravnik, J. (2019). Nanoround: A benchmark study on the numerical approach in nanofluids' simulation. International Communications in Heat and Mass Transfer, 108th [ DOI ].

Cremanns, K., Roos, D., Hecker, S., Penkner, A., and Musch, C. (2018b). Robust design optimization of a steam turbine labyrinth seal based on surrogate models. In Proceedings of ASME Turbo Expo 2018: Turbomachinery Technical Conference and Exposition GT2018, Oslo, Norway.

Cremanns, K., Penkner, A., Hecker, S., Musch, C., and Roos, D. (2018a). Steam turbine exhaust optimization based on gaussian covariance networks using transient CFD simulations. In Proceedings of ASME Turbo Expo 2018: Turbomachinery Technical Conference and Exposition GT2018, Oslo, Norway.

Gräbel, J., Zeidan, D., Bähr, P., Ueberholz, P., and Farber, P. (2018). Simulation of mach 3 wind tunnel flow with a step by step two-phase flow model. In AIP Conference Proceedings, volume 1978. [ DOI ].

Vossen, G., Friedlich, N., Hermanns, T., Nießen, M., and Schulz, W. (2018). On a model for laser cutting involving surface tension. IFAC PapersOnLine, 51(2).

Cremanns, K. and Roos, D. (2017). Deep Gaussian covariance network. ArXiv e-prints. [ arXiv]

Sen, S., Lake, M., Kroppen, N., Farber, P., Wilden, J., and Schaaf, P. (2017). Self-propagating exothermic reaction analysis in Ti/Al reactive films using experiments and computational fluid dynamics simulation. Applied Surface Science, 396th [ DOI ].

Farber, K., Farber, P., Gräbel, J., Krick, S., and Ueberholz, P. (2017b). A numerical study of a greenhouse CFD simulation including radiation heat transfer and transpiration. International Journal of Engineering Systems Modelling and Simulation, 9(3). [ DOI]

Farber, K., Farber, P., Gräbel, J., Krick, S., and Ueberholz, P. (2017a). A computational fluid dynamics investigation of flow, solar radiation, heat transfer, transpiration and condensation in a greenhouse. Acta Horticulturae. [ DOI]

Gräbel, J., Zeidan, D., Bähr, P., Ueberholz, P., and Farber, P. (2017). Progress on the simulation of a mixture two-phase flow model. In AIP Conference Proceedings, volume 1863. [ DOI ].

Bogoclu, C. and Roos, D. (2017). Reliability analysis of non-linear and multimodal limit state functions using adaptive Kriging. In 12th International Conference on Structural Safety & Reliability, ICOSSAR 2017, TU Wien, Vienna, Austria, August 6-10.

Vossen, G. (2016). Switching time optimization for a PDE constrained optimal control problem of bang-bang type. PAMM -- Proceedings of Applied mathematics and mechanics, 16(1).

Tietze, I., Newiadomsky, C., and Vossen, G. (2016). A model for forecasting short-term electricity prices for electric utilities. In Hertweck, D. and Decker, C., editors, Digital Enterprise Computing (DEC 2016), Lecture Notes in Informatics.

Farber, P., Gräbel, J., Hensel, S., Ueberholz, P., and Zeidan, D. (2016b). Some issues in the simulation of two-phase flows: the relative velocity. In AIP Conference Proceedings, volume 1738. [ DOI ].

Pötschke, L., Heyer, M., Stegschuster, G., Huber, P., Schriever, S., Wortberg, G., Beckers, M., Kroppen, N., Gräbel, J., Ueberholz, P., Bastian, D., Pinnekamp, J., Farber, P., Gries, T., and Rosenbaum, M. A.. (2016). Textile carbon anodes for the application of microbial fuel cells for paper mill wastewater treatment. Chem. Ing Tech, 88(9). [ DOI]

Cremanns, K., Roos, D., Hecker, S., Dumstorff, P., and Almstedt, H. (2016). Efficient Multi-Objective Optimization Of Labyrinth Seal Leakage In Steam Turbines Based On Hybrid Surrogate Models. In Proceedings of ASME TURBO EXPO 2016: Turbine Technical Conference and Exposition GT2016, South Korea, Seoul, June 13-17.

Cremanns, K. and Roos, D. (2016). A new optimized moving least square meta model with maximized prognosis. In Papadrakakis, M., Papadopoulos, V., Stefanou, G., and Plevris, V., editors, VII European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS Congress 2016, Crete Island, Greece, June 5-10.

Farber, K., Farber, P., Gräbel, J., Krick, S., Reitz, J., and Ueberholz, P. (2016a). Development and validation of a coupled Navier-Stokes/DSMC simulation for rarefied gas flow in the production process for OLEDs. Applied Mathematics and Computation, 272nd The 9th International Symposium on Numerical Analysis of Fluid Flow and Heat Transfer - Numerical Fluids 2014. [ DOI | http ]

Wortberg, G., Rosenbaum, M. A., Farber, P., Molls, C., and Klopp, K. (2016a). Textile carbon fiber electrodes for microbial fuel cells and technical textiles. Technical Textiles, 59.

Wortberg, G., Rosenbaum, M. A., Farber, P., Molls, C., and Klopp, K. (2016b). Textile carbon electrodes for microbial fuel cells. Technical Textiles, 59.

Roos, D. (2016). Latin hypercube sampling based on adaptive orthogonal decomposition. In Papadrakakis, M., Papadopoulos, V., Stefanou, G., and Plevris, V., editors, VII European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS Congress 2016, Crete Island, Greece, 5-10 June.

Bogoclu, C. and Roos, D. (2016). A benchmark of contemporary metamodeling algorithms. In Papadrakakis, M., Papadopoulos, V., Stefanou, G., and Plevris, V., editors, VII European Congress on Computational Methods in Applied Sciences and Engineering, ECCOMAS Congress 2016, Crete Island, Greece, 5-10 June.

Vossen, G., Struck, A., and Roos, D. (2015c). Optimal control for lithium-ion batteries. In GAMM 86th Annual Scientific Conference of the International Association of Applied Mathematics and Mechanics, Lecce, Italy.

Vossen, G., Struck, A., and Roos, D. (2015b). Optimal control for lithium-ion batteries. PAMM -- Proceedings of Applied mathematics and mechanics, 15(1).

Vossen, G., Schüttler, J., and Hermanns, T. (2015a). Analysis and optimal control of laser radiation for stabilization of free melt flow boundaries. ZAMM -- Journal of applied mathematics and mechanics, 95(3).

Cremanns, K., Lehmkuhl, H., Roos, D., Wanzek, T., Karschnia, D., Seifert, F., Jasper, J., and Rothgang, S. (2015a). Multi-objective design optimization of an electrical air compressor impeller with subsequent robustness evaluation. In Proceedings of the ANSYS Conference & 33rd CAD-FEM Users' Meeting 2015, International Congress on FEM Technology, Bremen, Germany, June 24-26.

Farber, K., Farber, P., Gräbel, J., Krick, S., and Ueberholz, P. (2015b). An investigation of radiation heat transfer and transpiration in a greenhouse. In Proceedings of the 8th International Conference on Thermal Engineering: Theory and Applications, Amman-Jordan.

Farber, K., Farber, P., Gräbel, J., Krick, S., Reitz, J., and Ueberholz, P. (2015a). A hybrid Navier-Stokes/DSMC simulation for rarefied gas flow for the deposition of nano layers for OLEDs. In AIP Conference Proceedings, volume 1648. [ DOI ].

Cremanns, K., Lehmkuhl, H., Roos, D., Wanzek, T., Karschnia, D., Seifert, F., Jasper, J., and Rothgangb, S. (2015b). Multicriteria optimization and robustness evaluation of a radial compressor. In 3rd ECCOMAS Young Investigators Conference of the 6th GACM Colloquium, RWTH Aachen University, Aachen, Germany, July 20-23.

Vossen, G., Roos, D., and Struck, A. (2014). Optimal control for battery management systems. In EngOpt2014 - 4th International Conference on Engineering Optimization, Instituto Superior Tecnico, Lisboa, Portugal.

Vossen, G. and Hermanns, T. (2014). On an optimal control problem in laser cutting with mixed finite-/infinite-dimensional constraints. Journal of Industrial and Management Optimization, 10(2).

Vossen, G. (2014). h2_,α--norm model reduction for optimal control problems subject to parabolic and hyperbolic evolution equations. Optimal Control Applications and Methods, 35(5).

Decker, N., Farber, K., Farber, P., Gräbel, J., Krick, S., and Ueberholz, P. (2014). A computational fluid dynamics investigation of condensation in greenhouses. In Proceedings of the 28th European Simulation and Modelling Conference - ESM 2014, Porto, Portugal.

Cremanns, K., Roos, D., and Graßmann, A. (2014b). Sequential vs. Multidisciplinary coupled Optimization and efficient Surrogate Modeling of a last Stage and the successive Axial Radial Diffuser in a low Pressure Steam Turbine. In Proceedings of ASME TURBO EXPO 2014: Turbine Technical Conference and Exposition GT2014, Düsseldorf, Germany, June 16-20.

Cremanns, K., Roos, D., and Graßmann, A. (2014a). Increased efficiency by optimizing the last stage of a steam turbine. RDO Journal.

Harries, S., Palluch, J., and Roos, D. (2013). Optimization and robustness analysis in ship design. RDO Journal.

Farber, K., Jasper, J., Märtin, M., Schmitt, M., Krick, S., Leisen, J., Beckham, H. W., and Farber, P. (2013). Computational fluid dynamics simulations of the complex geometry of a technical textile. NAFEMS International Journal of CFD Case Studies, 10.

Cremanns, K., Roos, D., and Graßmann, A. (2013). Conventional partwise optimization vs. multidisciplinary optimization of the last stage of a low pressure steam turbine with an axial radial diffuser. In Proceedings of the eleventh Weimar Optimization and Stochastic Days. Weimar, Germany, November 21-22.

Jörres, C., Vossen, G., and Herty, M. (2013). On an inexact gradient method using POD for parabolic optimal control problems. Computational Optimization and Applications, 55.

Roos, D., Cremanns, K., and Jasper, T. (2013). Probability and variance-based stochastic design optimization of a radial compressor concerning fluid-structure interaction. In Idelsohn, S., Papadrakakis, M., and Schrefler, B., editors, V International Conference on Coupled Problems in Science and Engineering (Coupled Problems 2013), Santa Eulalia, Ibiza, Spain, June 17-19.

Mayor, L., Mikalauskaite, R., Vossen, G., and Schulz, W. (2012). Antimicrobial photodynamic therapy, analysis and improvement of chemical process flow. In et al, S. L., editor, Automation Engineering for Medicine; Automed 10 Workshop, volume 17, Aachen, Germany.

Vossen, G. and Volkwein, S. (2012). Model reduction techniques with a-posteriori error analysis for linear-quadratic optimal control problems. Numerical Algebra, Control and Optimization, 2(3).

Klindworth, D., Vossen, G., and Grepl, M. (2012). Reduced-basis methods for linear parabolic problems with non-affine source terms. Computer Methods in Applied Mechanics and Engineering, 209--212.

Gräbel, J., Farber, K., Farber, P., Martin, M., and Ueberholz, P. (2012). Aspects of parallelization of multiphase computational fluid dynamics system models of a textile suction device. In Recent Advances in Systems Science & Mathematical Modelling, Proceedings of the 3rd European Conference of Systems (ECS '12). WSEAS press.

Roos, D. (2011a). Multi-domain adaptive surrogate models for reliability analysis. In Budelmann, H., Holst, A., and Proske, D., editors, Proceedings of the 9th International Probabilistic Workshop. Technical University Carolo-Wilhelmina zu Braunschweig, Braunschweig, Germany.

Vossen, G. and Schüttler, J. (2011). Mathematical modeling and stability analysis for laser cutting. Mathematical and Computer Modeling of Dynamical Systems, 18(4).

Roos, D. (2011b). Optimization and stochastic analysis in fluid-structure simulation. DIGITAL Engineering Magazine, 6.

Vossen, G., Schüttler, J., and Nießen, M. (2010). Optimization of partial differential equations for minimizing the roughness of laser cutting surfaces. In M. Diehl, F. Glineur, E. J., and W. M., editors, Recent Advances in Optimization and its Applications in Engineering. Springer (Berlin-Heidelberg).

Vossen, G. (2010). Switching time optimization for bang--bang and singular controls. Journal of Optimization Theory and Applications, 144(2).

Beelitz, T., Lang, B., Ueberholz, P., and Willems, P. R.. (2010). Closing the case t = 3 for 3-d spherical t-designs using a result-verifying nonlinear solver. Reliable Computing, 14.

Schulz, W., Nießen, M., Vossen, G., and Schüttler, J. (2010). Multiphysics modeling and process monitoring of laser processing. In Proceedings of NUSIM Multiphysics Conference.

Bunse-Gerstner, A., Kubalinska, D., Vossen, G., and Wilczek, D. (2010). _h2-norm optimal model reduction for large-scale discrete dynamical MIMO systems. Journal of Computational and Applied Mathematics, 233(5).

Roos, D., Einzinger, J., and Bayer, V. (2009). Robust Design Optimization applied to Structural, Thermal and Fluid Analysis including Manufacturing Tolerances. In Proceedings of the sixth Weimar Optimization and Stochastic Days. Weimar, Germany, October 15-16.

Maurer, H. and Vossen, G. (2009). Sufficient conditions and sensitivity analysis for optimal bang-bang control problems with state constraints.

Farber, K., Jasper, J., Märtin, M., Schmitt, M., Krick, S., Leisen, J., Beckham, H. W., and Farber, P. (2009). Numerical flow simulations of the complex geometry of an engineered textile. NAFEMS Magazine, 13.

Korytowski, A., Szymkat, M., Maurer, H., and Vossen, G. (2008). Optimal control of a fedbatch fermentation process: numerical methods, sufficient conditions and sensitivity analysis. In Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, Mexico.

Roos, D. (2008). Advanced methods of stochastic and optimization in industrial applications. In Proceedings of the 7th International Conference and Workshop on Numerical Simulation of 3D Sheet Metal Forming Processes, Numisheet, Interlaken,Switzerland.

Bayer, V. and Roos, D. (2008). Efficient modeling and simulation of random fields. In Graubner, Schmidt, P., editor, Proceedings of the 6th International Probabilistic Workshop, Darmstadt, Germany, November 26-27. Technical University Darmstadt.

Roos, D. and Hoffmann, R. (2008). Successive robust design optimization of an electronic connector. In Proceedings of the fourth Weimar Optimization and Stochastic Days. Weimar, Germany, November 20-21.

E.Ehses, T.Harenberg, D.Huning, P.Mättig, M.Mechtel, T.München, M.Rau, Ueberholz, P., and N.Wulff (2008). Job centric monitoring for atlas jobs in the LHC computing grid. In Speer, T., Carminati, F., and Werlen, M., editors, Proceedings of the XII International Workshop on Advanced Computing and Analysis in Physics Research. Sissa Medialab srl.

Roos, D. and Bayer, V. (2008). An efficient robust design optimization approach using advanced surrogate models. In Graubner, Schmidt, P., editor, Proceedings of the 6th International Probabilistic Workshop, Darmstadt, Germany, November 26-27. Technical University Darmstadt.

Bayer, V., Roos, D., and Adam, U. (2007). Structural Reliability Analysis by Random Field Modeling with Robustness Methods and Adaptive Response Surfaces. In Proceedings of the CIVIL-COMP2007: The Eleventh International Conference on Civil, Structural and Environmental Engineering Computing. Civil Comp Ltd, St. Julians, Malta.

Kubalinska, D., Bunse-Gerstner, A., Vossen, G., and Wilczek, D. (2007). _h2-optimal interpolation based model reduction for large-scale systems. Proceedings of the 16th ICSS.

Vossen, G., Rehbock, V., and Siburian, A. (2007). Numerical solution methods for singular control with multiple state dependent forms. Optimization Methods and Software, 22(4).

Borovac, S., Harenberg, T., Meder-Marouelli, D., Mättig, P., Mechtel, M., Müller-Pfefferkorn, R., Neumann, R., William, T., Buchholz, P., Lorenz, D., Uebing, C., Walkowiak, W., Wismüller, R., Ueberholz, P., Manafov, A., Manteufel, R., Penso, V., Preuss, C., Schwarz, K., Duckeck, G., Elmsheuser, J., Mahmoud, T., Schaile, D., Fuhrmann, P., Freitag, S., and Schley, L. (2007). Overview over the high energy physics community grid in germany's d-grid initiative. In Proceedings of the XI International Workshop on Advanced Computing and Analysis in Physics Research. Sissa Medialab srl.

Roos, D., Most, T., Unger, J., and Will, J. (2007). Advanced surrogate models within the robustness evaluation. In Proceedings of the fourth Weimar Optimization and Stochastic Days. Weimar, Germany, November 28-29.

Müller-Pfefferkorn, R., Neumann, R., William, T., Borovac, S., Harenberg, T., Hüsken, M., Mättig, P., Mechtel, M., Meder-Marouelli, D., Ueberholz, P., Buchholz, P., Lorenz, D., Uebing, C., Walkowiak, W., and Wismüller, R. (2007). User-centric monitoring and steering of the execution of large job sets. In Conference Proceedings German e-Science Conference.

Farber, P. (2007a). Exact is good - right is better. KEM, 9.

Farber, P. (2007b). On structure and accuracy of the CFD process. NAFEMS Magazine, 7.

Ueberholz, P. (2007). An efficient parallel result-verifying nonlinear solver for large systems. Monograf s.r.l.

Egerland, M., Roos, D., and Will, J. (2007). Optimization of a fan shroud by ANSYS/DesignModeler and optiSLang. In Proceedings of the ANSYS Conference & 25th CAD-FEM Users' Meeting 2007, International Congress on FEM Technology, Dresden, Germany, November 21-23.

Vossen, G. and Maurer, H. (2006). On ^{l1--minimization} in optimal control and applications to robotics. Optimal Control Applications and Methods, 27.

Vossen, G. (2006). Numerical solution methods, sufficient optimality conditions and sensitivity analysis for optimal bang-bang and singular controls. PhD thesis, University of Münster, Institute for Numerical and Applied Mathematics.

Roos, D., Adams, U., and Bucher, C. (2006c). Robust design optimization. In Proceedings of the third Weimar Optimization and Stochastic Days. Weimar, Germany, November 23-24.

Roos, D. and Adams, U. (2006). Adaptive moving least square approximation for the design reliability analysis. In Proceedings of the third Weimar Optimization and Stochastic Days. Weimar, Germany, November 23-24.

Roos, D., Adam, U., and Bucher, C. (2006b). Robust design optimization. In Proceedings of the ANSYS Conference & 24th CAD-FEM Users' Meeting 2006, International Congress on FEM Technology, Stuttgart, Schwabenlandhalle, Germany, October 25-27.

Roos, D., Bucher, C., and Will, J. (2006d). Speedyne -- Fast Approximation Solution for FEM-based Drop Test Applications using hybrid MBS/FE Technology. In Proceedings of the ANSYS Conference & 24th CAD-FEM Users' Meeting 2006, International Congress on FEM Technology, Stuttgart, Schwabenlandhalle, Germany, October 25-27.

Roos, D., Adam, U., and Bayer, V. (2006a). Design reliability analysis. In Proceedings of the ANSYS Conference & 24th CAD-FEM Users' Meeting 2006, International Congress on FEM Technology, Stuttgart, Schwabenlandhalle, Germany, October 25-27.

Müller-Pfefferkorn, R., Neumann, R., Borovac, S., Hammad, A., Harenberg, T., Hüsken, M., Mättig, P., Mechtel, M., Meder-Marouelli, D., and Ueberholz, P. (2006). Monitoring of jobs and their execution for the lhc computing grid. In Conference Proceedings "Cracow Grid Workshop."

Bayer, V. and Roos, D. (2006). Non-parametric structural reliability analysis using random fields and robustness evaluation. In Proceedings of the third Weimar Optimization and Stochastic Days. Weimar, Germany, November 23-24.

Hammad, A., Harenberg, T., Igdalov, D., Mättig, P., Meder-Marouelli, D., and Ueberholz, P. (2006). A job monitoring system for the LCG computing grid. In 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), Proceedings, April 25-29, 2006, Rhodes Island, Greece. IEEE. [ DOI | http]

Roos, D. and Bucher, C. (2005). Robust design and reliability-based design optimization. In Proceedings of the NAFEMS Seminar on Optimization in Structural Mechanics, Wiesbaden, Germany.

Will, J., Roos, D., Riedel, J., and C., B. (2005). Combination of optimization and robustness evalutation from practical point of view. In Proceedings of the NAFEMS Seminar on Optimization in Structural Mechanics, Wiesbaden, Germany.

Farber, P. (2005). Washtex - continuous wide washing of textile webs. TRAFO Research Report.

Maurer, H., Kim, J.-H. R., and Vossen, G. (2005). On a state-constrained control problem in optimal production and maintenance. In Deissenberg, C. and Hartl, R. F., editors, Optimal Control and Dynamic Games: Applications in Finance, Management Science and Economics. Springer Verlag.

Gräbel, J., Lang, B., and Ueberholz, P. (2005). Performance optimization for the parallel gauss-seidel smoother. In Special Issue: GAMM Annual Meeting 2005 - Luxembourg, volume 5 of PAMM - Proc. Appl. Mech. Math. Mech. WILEY-Vch Publishers. [ DOI | http]

Roos, D., Groth, C., Junk, A., and Brinkmann, D. (2004). Optimization and sensitivity analysis for parameter identification in numerical simulation of microstructure kinetics in the welding process. In Proceedings of the ANSYS Conference & 22nd CAD-FEM Users' Meeting 2006, International Congress on FEM Technology, Dresden, International Congress Center Dresden, Germany, November 12-14.

Roos, D. and Bucher, C. (2004). Methods of stochastic optimization. In Proceedings of the first Weimar Optimization and Stochastic Days. Weimar, Germany, December 2-3.

Unger, J. and Roos, D. (2004). Investigation and benchmark of algorithms for reliability analysis. In Proceedings of the first Weimar Optimization and Stochastic Days. Weimar, Germany, December 2-3.

Chyba, M., Sussmann, H., Maurer, H., and Vossen, G. (2004). Underwater vehicles: The minimum time problem. In Proceedings of the 43rd IEEE Conference on Decision and Control, The Bahamas. IEEE Control Society.

Will, J., Roos, D., Riedel, J., and Bucher, C. (2003). Robustness evaluation in stochastic structural mechanics. In Proceedings of the NAFEMS Seminar on Use of Stochastics in FEM Analyses, Wiesbaden, Germany.

Roos, D. and Bucher, C. (2003). Adaptive response surfaces for structural reliability of nonlinear finite element structures. In Proceedings of the NAFEMS Seminar: Use of Stochastics in FEM Analyses, Wiesbaden, Germany.

Roos, D., Nelz, J., Grosche, A., and Stoll, P. (2003). Workflow concepts for user-friendly, robust and safe use of automatic optimization methods. In Proceedings of 21st CAD-FEM Users' Meeting 2003, International Congress on FEM Technology, Potsdam, Germany, November 12-14.

Roos, D., Will, J., and Vogel, F. (2002). TopoSLang 1.0 - A Software Package for Structural Optimization of Solid Components, Biological Growth Strategies and Mesh Smoothing. In Proceedings of 20th CAD-FEM Users' Meeting 2002, International Congress on FEM Technology, Friedrichshafen, Lake Constance, Germany, October 9-11.

Roos, D. (2002). Approximation and interpolation of limit state functions for safety evaluation of nonlinear finite element structures. Dissertation. In Communications of the Institute of Structural Mechanics, No. 02-1. Bauhaus University Weimar, Weimar, Germany.

Struckmann, T., Schilling, K., Bali, G., Eicker, N., Güsken, S., Lippert, T., Neff, H., Orth, B., Schroers, W., Viehoff, J., and Ueberholz, P. (2001). Flavor singlet pseudoscalar masses in _Nf=2 QCD. Phys. Rev. D, 63(7). [ DOI | http]

Roos, D., Will, J., and Vogel, F. (2001). Structural optimization of solid components with topology optimizing structural language. In Proceedings of 19th CAD-FEM Users' Meeting 2001, International Congress on FEM Technology, Potsdam, Germany, October 17-19.

Roos, D. and Bucher, C. (2001). An adaptive response surface method using weighted radii. In 8th International Conference on Structural Safety and Reliability, Newport Beach, California, USA, June 17-21.

Bolder, B., Struckmann, T., Bali, G. S., Eicker, N., Lippert, T., Orth, B., Schilling, K., and Ueberholz, P. (2001). High precision study of the QQ̅ potential from Wilson loops at large distances. Phys. Rev. D, 63(7). [ DOI | http]

Lippert, T., Arnold, G., Eicker, N., Schilling, K., Ueberholz, P., Arndt, H., and Frommer, A. (2000). First Experiences with the Wuppertal Alpha-Linux-Cluster-Engine. In Proceedings of the 2000 ACM/IEEE Conference on Supercomputing. IEEE Computer Society.

Struckmann, T., Schilling, K., Ueberholz, P., Eicker, N., Guesken, S., Lippert, T., Neff, H., Orth, B., and Viehoff, J. (2000). Probing the QCD vacuum with flavour singlet objects: η' on the lattice. In Conference Proceedings of "Confinement 99." [ arXiv]

Ueberholz, P. and Weinberg, A. (2000). Alice in wupperland. IX, 3.

Macke, M., Roos, D., and Riedel, J. (2000). An adaptive response surface method utilizing error estimates. In Kareem, A., Haldar, A., B.F. Spencer, J., and Johnson, E., editors, 8th ASCE Specialty Conference on Probabilistic Mechanics and Structural Reliability, Notre Dame, Indiana, USA, July 24-26.

Roos, D. (2000). Adaptive approximation of limit state surfaces for safety assessment of nonlinear structures. In Communications of the Institute of Structural Mechanics, No. 00-1. Bauhaus University Weimar, Weimar, Germany.

Bucher, C., Hintze, D., and Roos, D. (2000). Advanced analysis of structural reliability using commercial FE codes. In ECCOMAS 2000: European Congress on Computational Methods in Applied Sciences and Engineering, Barcelona, Spain, September.

Bali, G., Bolder, B., Eicker, N., Lippert, T., Orth, B., Ueberholz, P., Schilling, K., and Struckmann, T. (2000). Static potentials and glueball masses from QCD simulations with wilson sea quarks. Physical Review D, 62. [ DOI ].

Lippert, T., Allés, B., Bali, G., D'Elia, M., Giacomo, A. D., Eicker, N., Güsken, S., Schilling, K., Spitz, A., Struckmann, T., Ueberholz, P., and Viehoff, J. (1999). Decorrelating topology with HMC. Nuclear Physics B - Proceedings Supplements, 73(1). [ DOI]

Spitz, A., Hoeber, H., Eicker, N., Güsken, S., Lippert, T., Schilling, K., Struckmann, T., Ueberholz, P., and Viehoff, J. (1999). _αs from υ spectroscopy with dynamical wilson fermions. Physical Review D, 60th [ DOI ].

Güsken, S., Ueberholz, P., Viehoff, J., Eicker, N., Lippert, T., Schilling, K., Spitz, A., and Struckmann, T. (1999). Flavor singlet axial vector coupling of the proton with dynamical wilson fermions. Physical Review D, 59(11). [ DOI]

Gusken, S., Ueberholz, P., Viehoff, J., Eicker, N., Lacock, P., Lippert, T., Schilling, K., Spitz, A., and Struckmann, T. (1999). The pion nucleon sigma term with dynamical Wilson fermions. Phys. Rev. D, 59th [ DOI ].

Roos, D., Bucher, C., and Bayer, V. (1999a). Polyhedral response surfaces for structural reliability assessment. In Melchers, R. and Stewart, M., editors, Proc. International Conference on Applications of Statistics and Probability, 12-15 December 1999. Balkema/Rotterdam/Brookfield, Sydney, Australia.

Roos, D., Bucher, C., Beucke, K., and Grosche, A. (1999b). Probabilistic numerical analysis based on a component software model. In Melchers, R. and Stewart, M., editors, European Conference on Computational Mechanics, Munich, Germany, August 31 -- September 3.

Best, C., Peardon, M., Eicker, N., Ueberholz, P., Lippert, T., and Schilling, K. (1999). Lattice field theory on cluster computers: vector- vs. cache-centric programming. In 1st International Workshop on Cluster Computing (IWCC '99), 2-3 December 1999, Melbourne, Australia. IEEE Computer Society. [ DOI | http]

Bucher, C., Hintze, D., and Roos, D. (1999). Stochastics and finite elements - Challenges and chances. In Proceedings of 17th CAD-FEM Users' Meeting 1999, International Congress on FEM Technology, Sonthofen (Allgäu), Germany, October 6-8.

Lippert, T., Bali, G., Eicker, N., Giusti, L., Glässner, U., Güsken, S., Hoeber, H., Lacock, P., Martinelli, G., Rapuano, F., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1998). SESAM and TχL results for wilson action - a status report. Nuclear Physics B - Proceedings Supplements, 60(1). [ DOI | http]

Spitz, A., Eicker, N., Guesken, S., Hoeber, H., Lacock, P., Lippert, T., Schilling, K., Struckmann, T., Ueberholz, P., and Viehoff, J. (1998). An Estimate of _αs from Bottomonium in Unquenched QCD. Nucl. Phys. B, Proc. Suppl, 73.

Güsken, S., Eicker, N., Glässner, U., Hoeber, H., Lacock, P., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1998). Quark masses with full QCD simulations. Nuclear Physics A, 629(1). Quark Lepton Nuclear Physics. [ DOI]

Attig, N., Güsken, S., Lacock, P., Lippert, T., Schilling, K., Ueberholz, P., and Viehoff, J. (1998). Running a code for lattice quantum chromodynamics efficiently on CRAY T3E systems. In Sloot, P. M. A., Bubak, M., and Hertzberger, L. O., editors, High-Performance Computing and Networking, International Conference and Exhibition, HPCN Europe 1998, Amsterdam, The Netherlands, April 21-23, 1998, Proceedings, volume 1401 of Lecture Notes in Computer Science. Springer. [ DOI | http]

Eicker, N., Lacock, P., Schilling, K., Spitz, A., Glässner, U., Güsken, S., Hoeber, H., Lippert, T., Struckmann, T., Ueberholz, P., Viehoff, J., and Ritzenhöfer, G. (1998). Light and strange hadron spectroscopy with dynamical wilson fermions. Physical Review D, 59(1). [ DOI]

Bowler, K. C., Kenway, R. D., Lellouch, L., Nieves, J., Oliveira, O., Richards, D. G., Sachrajda, C. T., Stella, N., and Ueberholz, P. (1998). First lattice study of semileptonic decays of _λb and _xib baryons. Physical Review D, 57(11). [ DOI]

Viehoff, J., Eicker, N., Güsken, S., Hoeber, H., Lacock, P., Lippert, T., Schilling, K., Spitz, A., and Ueberholz, P. (1998). Improving stochastic estimator techniques for disconnected diagrams. Nuclear Physics B - Proceedings Supplements, 63(1). Proceedings of the XVth International Symposium on Lattice Field Theory. [ DOI]

Roos, D. (1998). Linear stability analysis of circular cylinder shell under axial pressure. In Communications of the Institute of Structural Mechanics, No. 98-2. Bauhaus University Weimar, Weimar, Germany.

Allés, B., Bali, G., D'Elia, M., Giacomo, A. D., Eicker, N., Schilling, K., Spitz, A., Güsken, S., Hoeber, H., Lippert, T., Struckmann, T., Ueberholz, P., and Viehoff, J. (1998). Scanning the topological sectors of the QCD vacuum with the hybrid monte carlo algorithm. Physical Review D, 58(7). [ DOI]

SESAM, Hoeber, H., Eicker, N., Glässner, U., Güsken, S., Lacock, P., Lippert, T., Ritzenhöfer, G., Schilling, K., Spitz, A., Ueberholz, P., Viehoff, J., Giusti, L., Martinelli, G., and Rapuano, F. (1998b). Light quark physics with dynamical wilson fermions. Nuclear Physics B - Proceedings Supplements, 63(1). Proceedings of the XVth International Symposium on Lattice Field Theory. [ DOI]

SESAM, Bali, G., Eicker, N., Giusti, L., Glässner, U., Guesken, S., Hoeber, H., Lacock, P., Lippert, T., Martinelli, G., Rapuano, F., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1998a). Glueballs and string breaking from full QCD. Nuclear Physics B - Proceedings Supplements, 63(1). Proceedings of the XVth International Symposium on Lattice Field Theory. [ DOI]

Attig, N., Güsken, S., Lacock, P., Lippert, T., Schilling, K., Ueberholz, P., and Viehoff, J. (1997). Highly optimized code for lattice quantum chromodynamics on the CRAY T3E. In D'Hollander, E. H., Joubert, G. R., Peters, F. J., and Trottenberg, U., editors, Parallel Computing: Fundamentals, Applications and New Directions, Proceedings of the Conference ParCo'97, 19-22 September 1997, Bonn, Germany, volume 12 of Advances in Parallel Computing. Elsevier.

Eicker, N., Glässner, U., Güsken, S., Hoeber, H., Lippert, T., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1997c). The pion nucleon sigma term with dynamical wilson fermions, a feasibility study. Nuclear Physics B - Proceedings Supplements, 53(1). Lattice 96. [ DOI ]

Eicker, N., Glässner, U., Güsken, S., Hoeber, H., Lacock, P., Lippert, T., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1997a). Light quark masses with dynamical wilson fermions. Physics Letters B, 407(3). [ DOI]

K "oppler, H., Roos, D., and Burkhardt, G. (1997). On the computation of multilayered shells with orthotropic layers. In International oral examination "uber die Anwendung der Informatik und Mathematik in Architektur und Bauwesen, Weimar, Germany, February 26 - March 1. Bauhaus University Weimar.

Eicker, N., Glässner, U., Güsken, S., Hoeber, H., Lippert, T., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., P., U., and Viehoff, J. (1997b). Full QCD with Wilson fermions: recent results from the SESAM Collaboration. In Proceedings, Multiscale Phenomena and Their Simulation. Worl Scientific.

Roos, D. (1997). Transformation of local rotational degrees of freedom of a curved isoparametric shell element. In Communications of the Institute of Structural Mechanics, No. 97-1. Bauhaus University Weimar, Weimar, Germany.

Eicker, N., Glässner, U., Güsken, S., Hoeber, H., Lippert, T., Ritzenhöfer, G., Schilling, K., Siegert, G., Spitz, A., Ueberholz, P., and Viehoff, J. (1996). Evaluating sea quark contributions to flavor-singlet operators in lattice QCD. Physics Letters B, 389(4). [ DOI]

Bowler, K. C., Kenway, R. D., Oliveira, O., Richards, D. G., Ueberholz, P., Lellouch, L., Nieves, J., Sachrajda, C. T., Stella, N., and Wittig, H. (1996). Heavy baryon spectroscopy from the lattice. Phys. Rev. D, 54(5). [ DOI | http]

Ueberholz, P. (1995). Results from lattice QCD for baryons containing a heavy quark. In High-energy physics. Proceedings, International Europhysics Conference, HEP '95, Brussels, Belgium, July 27-August 2, 1995. worl Scientific.

Hulsebos, A. and Ueberholz, P. (1995). Topological updating schemes: a case study in 3-d u(1). Nuclear Physics B - Proceedings Supplements, 42(1). [ DOI | http]

Bode, A., Lippert, T., Schilling, K., and Ueberholz, P. (1994b). Mimd vs. data parallel. determination of monopole current clusters in 4-dimensional quantum-electrodynamics. In Science on the Connection Machine, Proceedings of the Second European CM Users Meeting.

Bode, A., Lippert, T., Schilling, K., and Ueberholz, P. (1994c). Monopoles and critical dynamics in u(1) lattice gauge theory: A parallel cluster algorithm. In Physics Computing '94. worl scientific.

Bode, A., Eicker, N., Lippert, T., Schilling, K., and Ueberholz, P. (1994a). Visualizing the critical dynamics of monopole current clusters - global/local programming on the connection machine CM-5. In Dongarra, J. J. and Wasniewski, J., editors, Parallel Scientific Computing, First International Workshop, PARA '94, Lyngby, Denmark, June 20-23, 1994, Proceedings, volume 879 of Lecture Notes in Computer Science. Springer. [ DOI | http]

Lippert, T., Bhanot, G., Schilling, K., and Ueberholz, P. (1993a). Weight ratio fixing for abelian gauge theory. Nuclear Physics B - Proceedings Supplements, 30th Proceedings of the International Symposium on. [ DOI | http]

Lippert, T., Bode, A., Schilling, K., and Ueberholz, P. (1993b). Data-parallel vs. message-passing algorithms for the investigation of current-loops on the connection machine CM-5. In Joubert, G. R., Trystram, D., Peters, F. J., and Evans, D. J., editors, Parallel Computing: Trends and Applications, PARCO 1993, Grenoble, France. Elsevier.

Karbach, M., Mütter, K.-H., Ueberholz, P., and Kröger, H. (1993). Approach to the spin-1/2 quantum Heisenberg model. Phys. Rev. B, 48(18). [ DOI | http]

Burkitt, A. and Ueberholz, P. (1993b). Refined pruning techniques for feed-forward neural networks. In de Groot, R. A. and Nadrchal, J., editors, Physics Computing '92. Worl Scientific.

Burkitt, A. and Ueberholz, P. (1993a). Pruning feed-forward neural networks. In Proceedings of the Fourth Australian Conference on Neural Networks.

Bode, A., Lippert, T., Schilling, K., and Ueberholz, P. (1993). Determination Of Monopole Current Clusters In Four-Dimensional Quantum Electrodynamics. International Journal of Modern Physics C (IJMPC), 4(06). [ DOI | .html ]

Schilling, K., Lippert, T., and Ueberholz, P., editors (1993). Science on the Connection Machine, First European CM Users Meeting. World Scientific.

Adler, S. L., Bhanot, G., Lippert, T., Schilling, K., and Uerberholz, P. (1992). Defeating critical slowing down for abelian gauge dynamics. Nuclear Physics B, 368(3). [ DOI | http]

Gallas, J., Grassberger, P., Herrmann, H., and Ueberholz, P. (1992). Noisy collective behavior in deterministic cellular automata. Physica A: Statistical Mechanics and its Applications, 180(1). [ DOI | http]

Bhanot, G., Lippert, T., Schilling, K., and Ueberholz, P. (1992c). Weight ratio fixing at first order phase transitions. International Journal of Modern Physics C, 3(05). [ DOI]

Bhanot, G., Lippert, T., Petkov, N., Schilling, K., and Ueberholz, P. (1992a). Accelerating lattice gauge computations on the connection machine CM-2. In Parallel Computing ParCo'91, Advances in Parallel Computing. Elsevier.

Bhanot, G., Lippert, T., Schilling, K., and Ueberholz, P. (1992b). First-order transitions and the multihistogram method. Nuclear Physics B, 378(3). [ DOI]

Burkitt, A. and Ueberholz, P. (1992). Refined pruning techniques for feed-forward neural networks. Complex Systems, 6th ed.

Fabricius, K., Löw, U., Mütter, K.-H., and Ueberholz, P. (1991). Complete solution of the antiferromagnetic Heisenberg rings with n=12--16 sites. Phys. Rev. B, 44(14). [ DOI | http]

Mütter, K.-H. and Ueberholz, P. (1990). The u(1)-lattice gauge theory with dynamical fermions. Nuclear Physics B, 341(2). [ DOI | http]

Burkitt, A., Mütter, K.-H., and Ueberholz, P. (1988). A simple statistical system simulating dynamical ferminns in the strong coupling limit. Nuclear Physics B - Proceedings Supplements, 4th [ DOI | http ].

Hsue, C. S., Kümmel, H., and Ueberholz, P. (1985). Coupled cluster description of field theories: procedures and their application to the vacuum sector in (1+1)-dimensional ^Φ4 field theories. Phys. Rev. D, 32(6). [ DOI | http]