| Use of kriging models to approximate deterministic computer models JD Martin, TW Simpson AIAA journal 43 (4), 853-863, 2005 | 1084 | 2005 |
| Update strategies for kriging models used in variable fidelity optimization SE Gano, JE Renaud, JD Martin, TW Simpson Structural and Multidisciplinary Optimization 32, 287-298, 2006 | 224 | 2006 |
| A study on the use of kriging models to approximate deterministic computer models JD Martin, TW Simpson International design engineering technical conferences and computers and …, 2003 | 162 | 2003 |
| The ARL trade space visualizer: An engineering decision-making tool G Stump, M Yukish, J Martin, T Simpson 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4568, 2004 | 114 | 2004 |
| Use of adaptive metamodeling for design optimization J Martin, T Simpson 9th AIAA/ISSMO symposium on multidisciplinary analysis and optimization, 5631, 2002 | 93 | 2002 |
| Computational improvements to estimating kriging metamodel parameters JD Martin | 79 | 2009 |
| A methodology to manage system-level uncertainty during conceptual design JD Martin, TW Simpson | 61 | 2006 |
| A Monte Carlo simulation of the Kriging model J Martin, T Simpson 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 4483, 2004 | 49 | 2004 |
| Decoding the agility of artificial intelligence-assisted human design teams B Song, JT Gyory, G Zhang, NFS Zurita, G Stump, J Martin, S Miller, ... Design Studies 79, 101094, 2022 | 45 | 2022 |
| Human versus artificial intelligence: A data-driven approach to real-time process management during complex engineering design JT Gyory, NF Soria Zurita, J Martin, C Balon, C McComb, K Kotovsky, ... Journal of Mechanical Design 144 (2), 021405, 2022 | 35 | 2022 |
| A monte carlo method for reliability-based design opitmization J Martin, T Simpson 47th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2006 | 24 | 2006 |
| On using Kriging models as probabilistic models in design JD Martin, TW Simpson SAE transactions, 129-139, 2004 | 22 | 2004 |
| Robust kriging models J Martin 51st AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2010 | 16 | 2010 |
| A methodology for evaluating system-level uncertainty in the conceptual design of complex multidisciplinary systems JD Martin The Pennsylvania State University, 2005 | 14 | 2005 |
| On using standard residuals as a metric of kriging model quality C Congdon, J Martin 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2007 | 12 | 2007 |
| Set-based design, model-based systems engineering, and sequential decision processes MA Yukish, SW Miller, JD Martin, LA Bennett, ME Hoskins Naval Engineers Journal 130 (4), 93-104, 2018 | 10 | 2018 |
| A methodology to manage uncertainty during system-level conceptual design JD Martin, TW Simpson International Design Engineering Technical Conferences and Computers and …, 2005 | 9 | 2005 |
| System dynamics based manpower modeling A Garza, S Kumara, JD Martin, DA Finke IIE Annual Conference. Proceedings, 3683, 2014 | 8 | 2014 |
| On the estimation of operations and maintenance costs for defense systems JD Martin, DA Finke, CB Ligetti Proceedings of the 2011 Winter Simulation Conference (WSC), 2478-2489, 2011 | 8 | 2011 |
| Development of solid oxide fuel cell power systems for underwater applications H Ghezel-Ayagh, ST Junker, JA Peters, TF Miller, JD Martin, D Lowe ECS Transactions 12 (1), 707, 2008 | 7 | 2008 |
