MARTIN MECKESHEIMER
*** **** ***, *******, ** *8122, Tel: 206-***-****
E-mail: abnbqq@r.postjobfree.com
EDUCATION
The Pennsylvania State University, University Park, PA
Ph.D. Industrial Engineering, August 2001
Thesis: A Framework for Metamodel-Based Design: Subsystem Assessment and
Implementation Issues.
cole Centrale Paris, Ch tenay-Malabry, France
D.E.A. G nie des Syst mes Industriels, Masters Degree in Industrial
Engineering, September, 1999
University of Pittsburgh, PA
B.S. Industrial Engineering, cum laude, April 1997
Professional EXPERIENCE
Applied Statistics Consultant, Seattle, WA, The Boeing Company, August
2001 to October 2009
Areas of Expertise:
. Design and Analysis of Computer Experiments.
. Survey Data Analysis.
. Surrogate Modeling.
Research Assistant, The Pennsylvania State University, University Park,
PA, 1997-2001
Advisor: Dr. Russell R. Barton
Research Area: Metamodel-Based Integration Technology for
Multidisciplinary Design
. Analysis of complex engineering systems using a metamodel-based design
approach.
Internship, The Boeing Company, Bellevue, WA, Summer 2000
. Researched performance measures and metamodel validation strategies.
. Provided recommendations for using metamodels and assessing their
fidelity.
Internship, L.A.B., PSA-Citro n/Renault, Nanterre, France, Summer 1999
. Developed a Data Acquisition Instrument with LabVIEW for field
experimentation.
. Defined numerical criteria for discriminating between normal and
emergency braking situations using multivariate data analysis
techniques.
Sabbatical Research, Laboratoire Productique Logistique, cole Centrale
Paris, France, 1998-99
Projects
Consulting, Applied Statistics.
. Technical Reports of selected consulting projects:
- "Development of Advanced Reliability Methods." December 2007.
- "Evaluation of a graphical Design Interface for Design Space
Visualization." August 2003.
- "Design and Analysis of Customer Experience Studies." December 2002.
- "Automatic Outlier Detection for Time Series." December 2002.
- "Inexpensive assessment strategies and guidelines for using
metamodels for computer experiments." December 2001.
Invention Disclosures
. U.S. Patent Pending, January 2004.
skills
Software: Linux, UNIX, Windows, C, Java, Perl, MATLAB, SIMAN, Arena,
LabVIEW, JMP, Minitab, R, SAS, S-Plus.
Languages: Fluent in English, French, German, Swiss German, Spanish.
Intermediate knowledge of Italian.
AWARDS & Affiliations
. Graduated with honorable mention from Ecole Centrale Paris, September
1999.
. President: Industrial Engineering Graduate Association at Penn State,
President 1997-1998.
. Awarded 1st place at the "3rd Annual Systems Modeling Student Simulation
Competition," May 1997.
. Engineering Honor Society, Tau Beta Pi.
. Industrial Engineering Honor Society, Alpha Pi Mu.
. Institute of Industrial Engineering (IIE).
. Institute for Operations Research and the Management Sciences (INFORMS).
. Society of Industrial and Applied Mathematics (SIAM).
. America Statistical Association (ASA).
. Reviewer for Technometrics, European Journal of Operations Research, and
Optimization and Engineering Journals.
Publications
. Basu, S. and Meckesheimer, M. (2007) "Automatic outlier detection for
time series: an application to sensor data." Knowledge and Information
Systems, Volume 11, Issue 2, February 2007.
. Barton, R.R., Meckesheimer, M. (2006) "Metamodel-based simulation
optimization." Handbooks in Operations Research and Management Science:
Simulation, Elsevier, October.
. Chen, V.C.P. and Tsui, K.-L., Barton, R.R. and Meckesheimer, M. (2006)
"A Review of Design and Modeling in Computer Experiments." IIE
Transactions 38, 273-291.
. Simpson, T. W., Iyer, P., Barron, K., Rothrock, L., Frecker, M., Barton,
R. R. and Meckesheimer, M. (2005) Metamodel-Driven Interfaces for
Engineering Design: Impact of Delay and Problem Size on User
Performance, 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics
& Materials Conference and 1st AIAA Multidisciplinary Design
Optimization Specialist Conference, Austin, TX, April 18-21, AIAA, AIAA-
2005-2060.
. Simpson, T. W. and Meckesheimer, M. (2004) "Evaluation of a Graphical
Design Interface for Design Space Visualization," 45th
AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics & Materials
Conference, Palm Springs, CA, April 19-22, AIAA, AIAA-2004-1683.
. Booker, A.J., Meckesheimer, M., Torng, T. (2004) "Reliability Based
Design Optimization Using Design Explorer." Optimization and
Engineering, 5(2): 179-205.
. Meckesheimer, M., Barton, R.R., Simpson, T.W. and Booker, A.J. (2002)
"Computationally Inexpensive Metamodel Assessment Strategies." AIAA
Journal 40(10): 2053-2060.
. Meckesheimer, M., Barton, R.R., Simpson, T.W. (2001) "Experimental
Design Issues for Simultaneous Fitting of Forward and Inverse
Metamodels," Fourth St. Petersburg Workshop (Melas, V. C., Ed.), St.
Petersburg, Russia, June 18-23, INFORMS.
. Meckesheimer, M., Barton, R. R., Simpson, T. W. and Booker, A. (2001)
"Computationally Inexpensive Metamodel Assessment Strategies," ASME
Design Technical Conferences - Design Theory and Methodology (DTM'01)
Conference (Allen, J. K., ed.), Pittsburgh, PA, September 9-12, ASME,
Paper No. DETC2001/DAC-21028.
. Meckesheimer, M., Barton, R.R., Simpson, T.W., Limayem, F. and Yannou,
B. (2001) "Metamodeling of Combined Discrete/Continuous Responses." AIAA
Journal 39(10): 1950-1959.
. Barton, R.R., Meckesheimer, M. and Simpson, T.W. (2000) "Experimental
Design Issues for Simultaneous Fitting of Forward and Inverse
Metamodels," 2000 ASME Design Engineering Technical Conferences - Design
Automation Conference (Renaud, J. E., ed.), Baltimore, MD, September 10-
13, ASME, Paper No. DETC2000/DAC-14282.
. Barton, R.R., Limayem, F., Meckesheimer, M., Yannou, B. (1999) "Using
Metamodels for Modelling the Propagation of Design Uncertainties,"
Proceedings of the 5th International Conference on Concurrent
Enterprising: The Enterprise in Operation, March 15-17, The Hague,
Netherlands.
Conference Presentations
. Meckesheimer, M., (2006). "Using Statistical Methods in the Design of
the 787 Cabin Environment." and session chair of "Introductory Overview
Lectures: Computer Experiments." at the Joint Statistical Meetings,
Seattle, August 3-10 2006.
. Invited: Booker, A.J., Meckesheimer, M., and Torng, T. (2003).
"Reliability Based Design Optimization Using Design Explorer." INFORMS
2003, Section on Quality, Statistics and Reliability, October 19-22,
Atlanta, GA.
. Invited: Meckesheimer, M., Booker, A.J., (2003) "Design Strategies for
Fitting Metamodels to high Dimensional Problems." and panelist at the
Joint Statistical Meetings, August 3-7, San Francisco, California.
. Meckesheimer, M., Booker, A.J., (2002) "Design and Analysis of Computer
Experiments for Optimization." and session chair of "Design of
Experiments." at the Joint Statistical Meetings, August 11-15, New York
City, NY.
. Meckesheimer, M., Barton, R.R., Limayem, F., Yannou, B., (2000).
"Metamodeling of combined discrete/continuous responses," ASME 2000
Conference Proceedings, DETC/DTM-14573, September 10-13, Baltimore, MD.
. Barton, R.R., Limayem, F., Meckesheimer, M., Yannou, B., (1999). "Using
Metamodels for Modelling the Propagation of Design Uncertainties,"
Proceedings of the 5th International Conference on Concurrent
Enterprising: The Enterprise in Operation, March 15-17, The Hague,
Netherlands.
. Meckesheimer, M., Barton, R.R., (1998). "An Architecture for Metamodel-
Based Design," Proceedings of the 7th Industrial Engineering Research
Conference: Modeling in Design, May 10-13, Banff, Alberta.