Publications
Ph.D. Dissertation
Villanueva, D. (2013). Reliability Based Design Including Future Tests and Multi-Agent Approaches, University of Florida and Ecole des Mines de Saint-Etienne. (pdf)
Journal Papers & Technical Reports
- Smarslok, B.P., Villanueva, D. (2017). Design of Experiments for Model Calibration of Multi-Physics Systems with Targeted Events of Interest. Defense Technical Information Center. (pdf)
- Haftka, R.T., Villanueva, D., Chaudhuri, A. (2016). Parallel-Assisted Global Optimization with Expensive Functions. Structural and Multidisciplinary Optimization. (pdf)
- Villanueva, D., Haftka, R.T., Sankar, B.V. (2014). Accounting for Future Redesign to Balance Performance and Development Costs. Reliability Engineering and System Safety. Vol. 124. pp. 56-67.
- Villanueva, D., Haftka, R.T., Sankar, B.V. (2011). Including the Effect of a Future Test and Redesign in Reliability Calculations, AIAA Journal, Vol. 49 (12), pp. 2760-2769 (DOI: 10.2514/1.55993)
Conference Papers & Presentations
- Smarslok, B.P, Villanueva, D., Bartram, G.W. (2017). Design of Multi-Level Validation Experiments for Multi-Physics Systems. In 18th AIAA Non-Deterministic Approaches Conference (AIAA SciTech), Grapevine, TX, USA
- Villanueva, D., Smarslok, B.P. (2016). Budgeting Model Calibration Experiments with Expected Information Gain, In Probabilistic Mechanics & Reliability Conference, Nashville, TN, USA
- Villanueva, D., Smarslok, B.P., Perez, R.A. (2016). Sequential Experimental Design and Model Calibration for Targeted Events, In 18th AIAA Non-Deterministic Approaches Conference (AIAA SciTech), San Diego, CA, USA
- DeCarlo, E., Mahadevan, S., Smarslok, B.P., and Villanueva, D. (2015). Calibrating Model Errors in Multidisciplinary Analyses Using Time-Dependent Data, 13th National Congress on Computational Mechanics, San Diego, CA, USA
- Villanueva, D., Smarslok, B.P. (2015). Using Expected Information Gain to Design Aerothermal Model Calibration Experiments, 17th AIAA Non-Deterministic Approaches Conference at AIAA SciTech, Kissimmee, FL, USA
- Villanueva, D., Smarslok B.P. (2014). Estimating Expected Information Gain for the Design of Calibration Experiments with Multiple Observables. INFORMS Annual Meeting 2014, San Francisco, CA, USA
- Villanueva, D., Haftka, R.T., Le Riche, R., Picard, G. (2013). Locating Multiple Candidate Designs with Surrogate-Based Optimization, 10th World Congress on Structural and Multidisciplinary Optimization, Orlando, FL, USA
- Chaudhuri, A., Haftka, R.T., Ifju, P. Villanueva, D., Chang, K., Rue, J., Tyler, C., and Scmitz, T. (2013). Experimental Optimization of Flapping Wing of Micro Air Vehicle, 10th World Congress on Structural and Multidisciplinary Optimization, Orlando, FL, USA
- Picard, G., Villanueva, D., Le Riche, R., and Haftka, R.T. (2013) Methode multi agent d'optimisation par partionnement auto-oraganisé. In 21es Journées francophones des systémes multi-agents (JFSMA '13). Cépadués, France.
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2013). Self-organized space partitioning for multi-agent optimization, In 6th International Workshop on Optimisation in Multi-Agent Systems (OPTMAS 2013, in conjunction with AAMAS 2013)
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2013). Dynamic Design Space Partitioning for Optimization of an Integrated Thermal Protection System, 9th AIAA Multidisciplinary Design Optimization Specialist Conference, Boston, MA, USA
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2012). Optimisation multi-agent par partitionnement adaptatif de l'espace de conception, 20ème Journées Francophones sur les Systèmes Multi-Agents (JFSMA), Cépaduès, France
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2012). Design Space Partitioning for Optimization Using Agents, 14th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Indianapolis, IN
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2012). Surrogate-Based Agents for Constrained Optimization, AIAA-2012-1935, 14th AIAA Non-Deterministic Approaches Conference, Honolulu, HI
- Villanueva, D., Haftka, R.T. , Sankar, B.V. (2012). Accounting for Future Redesign in the Optimization of an Integrated Thermal Protection System, AIAA- 2012-1933, 14th AIAA Non-Deterministic Approaches Conference, Honolulu, HI
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T., Sankar, B.V. (2011). Decomposition of System Level Reliability-Based Design Optimization to Reduce the Number of Simulations,DETC2011-47815, ASME 2011 International Design Engineering Technical Conferences & Computers and Information in Engineering Conference, Washington, DC, USA
- Villanueva, D., Le Riche, R., Picard, G., Haftka, R.T. (2011). A Multi-Agent System Approach to Risk Allocation for Reliability Based Design Optimization, 12th Annual Congress of the French National Society of Operations Research and Decision Science, Saint-Etienne, France
- Villanueva, D., Haftka, R.T., Sankar, B.V. (2010). Probabilistic Optimization of an Integrated Thermal Protection System Including the Effect of Future Tests, 2nd International Conference on Engineering Optimization, Lisbon, Portugal
- Villanueva, D., Haftka, R.T., Sankar, B.V. (2010). Including Future Tests in the Design and Optimization of an Integrated Thermal Protection System, AIAA 2010-2597, 12th AIAA Non-Deterministic Approaches Conference, Orlando, FL
- Villanueva, D., Sharma, A., Haftka, R.T., Sankar, B.V. (2009). Risk Allocation by Optimization of an Integrated Thermal Protection System, 8th World Congress for Structural and Multidisciplinary Optimization, Lisbon, Portugal
- Kumar, S., Villanueva, D., Sankar B.V., Haftka R.T. (2008). Probabilistic Optimization of Integrated Thermal Protection System, AIAA 2008-5928, 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, Victoria, BC.
Posters & Other Communications
- Villanueva, D. (2014). Selecting Experiments for Uncertainty Quantification and Design Optimization of Aircraft. Computational Science Research Center Colloquium, San Diego State University
- Le Riche, R., Girdziusas, R., Villanueva, D., Picard, G., and Ginsbourger, D. (2012). Squaring the engineering optimization circle: distributed global optimization algorithms for computationally expensive problems, invited presentation at RIO 2012 (Interdisciplinary Meeting about Optimization), Univ. of Valenciennes, France
- Villanueva, D., Le Riche, R., Picard, G. (2012). Surrogate-Based Agents for Optimization Under Uncertainty, Journée de la Recherce organized by the École Doctorale Sciences Ingénierie et Santé de Saint-Étienne, Saint-Étienne, France
- Villanueva, D. (2012). Structural Optimization of Aircraft, Aircraft Structures Lecture, University of Florida.
- Villanueva, D. (2009). Risk Allocation in the Face of Competing Thermal and Structural Requirements of an Integrated Thermal Protection System, National Science Foundation Research Day, University of Florida, Gainesville, FL