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Dr. Michael G Katona - Biography
![](data:image/png;base64,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)
Michael G. Katona
Gig Harbor, WA 98335
e-mail: mgkatona@comcast.net
Dr. Katona is a private consultant who recently retired as Professor and Chair from the Department of Civil and Environmental Engineering at Washington State University. Dr. Katona specializes in numerical analysis techniques applied to soil-structure interaction problems including long-span soil bridges, culverts, tunnels, pipelines and other buried structures. Areas of expertise include constitutive models, finite element methods, and dynamics.
As chairman at WSU, he directed 26 faculty in teaching and research in all areas of civil and environmental engineering. Prior to accepting the Chairman position, Dr. Katona was Chief Scientist at the Air Force Environmental and Civil Engineering Research Laboratory at Tyndall AFB in Panama City, Florida. As the top civilian in the laboratory, he provided technical oversight for a $30M research program and directed seventy researchers. Earlier in his career Dr. Katona held a tenured faculty position in the Department of Civil Engineering at the University of Notre Dame teaching structural mechanics and conducting sponsored research. In addition to his academic and government laboratory experience, he led an industrial research team at TRW to develop advanced concepts for ballistic missile basing modes. He is best known for his work in buried structures including the internationally acclaimed finite element program “CANDE” used for the analysis and design of buried culverts. He has authored over fifty refereed journal publications and significant technical reports. He continues to be the principal developer for the AASHTO/TRB CANDE program with the latest release called CANDE-2022 available at the website CandeForCulverts.com.
EDUCATION DEGREES
1967 BS in civil engineering, University of Michigan, Ann Arbor.
1967 BA in mathematics, University of Michigan, Ann Arbor.
1968 MS in structural engineering, University of Michigan, Ann Arbor.
1976 PHD in structural mechanics, University of California, Berkeley.
CAREER CHRONOLOGY
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1968 - 1977: Structural Researcher, Naval Civil Engineering Laboratory, Port Hueneme, California. His work focused on structural modeling theory with applications to: human-head impact response to automobile accidents, viscoelastic response of sea-ice sheets to aircraft loading, layered contact systems for aircraft, and soil-structure interaction of buried conduits (CANDE program).
- 1977 - 1986: Professor in Civil Engineering Department, University of Notre Dame, Indiana, tenured 1980. He taught graduate courses in structural and computational mechanics and served as group leader of the structural/geotechnical/materials faculty. He was Principal Investigator of seven research programs supported by military and domestic government agencies.
- 1986 - 1989: Senior Section Head of Protective Structures Group in Ballistic Missile Division of TRW, Norton Air Force Base, California. He directed advanced-degree engineers in performing finite element analyses and hardness assessments of protective structure systems associated with ballistic missiles. He also served as principal investigator for independent research and development to enhance and improve TRW’s finite element capabilities.
- 1989 - 1997: Chief Scientist of the Air Force Civil and Environmental Engineering Laboratoryat Tyndall Air Force Base, Florida. He provided technical oversight and direction for civil engineering and environmental quality research in the areas of site remediation, pollution prevention, compliance, air base energy and robotics, fire and crash rescue, airfield pavements, and hardened structures.
- 1997-2005: Professor and Chair, Department of Civil and Environmental Engineering, Washington State University, Pullman, Washington. He directed 26 faculty in teaching and research in the areas of environmental engineering, geotechnical, hydraulics, structures, and transportation. Approximately 300 undergraduate and 80 graduate students were under his purview. In 2005 Dr. Katona retired from WSU and entered private consulting.
- 2005-Present: Private consultant specializing in soil-structure interaction and numerical analysis. Current consulting practice includes clients from the culvert industry for thermoplastic pipe, corrugated metal long-span soil bridges and reinforced concrete arches. He maintains and provides consultation services for the TRB/AASHTO sponsored CANDE computer programs including the latest version CANDE-2022 at CandeForCulverts.com.
AWARDS AND HONORS
- Honor societies: Tau Beta Pi, Phi Kappa Phi, and Chi Epsilon, 1967
- First in class of civil engineering, Outstanding Achievement Award at U of Michigan, 1967
- Naval Civil Engineering Laboratory Fellowship Award for advance study, 1970
- NSF’s Presidential Young Investigator Award (signed by President Regan, 1st award), 1984
- TRW’s Superior Honor Role Award for Independent Research and Development, 1988
- Air Force Civilian Superior Performance Awards, 1990-1997
- Elected Fellow of America Society of Civil Engineers, 1996
- Outstanding Civilian Career Award, Air Force, 1998
- Emeritus honor member in Transportation Research Board, 2001
PROFESSIONAL MEMBERSHIPS AND AFFILIATIONS
- Fellow, American Society of Civil Engineers, 1996 - present
- Group Chair, Transportation Research Board, Design and Construction, Group II, 1994-1997
- Section Chair, Transportation Research Board, Soil Mechanics, Section K, 1988-1994
- Committee Chair, Transportation Research Board, Soil-Structure Interaction, A2K04, 1982-1988
- U.S. Representative, NATO Committee on Protective Construction Measures, 1990-1993
- Air Force Representative, Joint Engineers Management Panel, Army/Navy/Air Force, 1992-1997
- Editorial Advisory Board, Int. J. Num. and Analyt. Methods in Geomechanics, 1985-2002
- Scientific Advisory Board, EPA’s Mid-Atlantic Research Center, GLMAC, 1994-2000
- Vice Pres., Civil Engineering Foundation’s Academic Research Council, 1998 2001
- Member, Construction Industry Institute’s Research Council, 1992-1998
- Member, NCHRP panelist and chair on thirteen buried pipe projects, 1994-present
- Member, American Society for Engineering Education, 1997-present
- ABET Program Evaluator in Civil Engineering, Accreditation Board Engineering, 2000-present
Refereed Journal Publications
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M. R. Snoey and M. G. Katona, “Stress Analysis of Spherical Acrylic Pressure Hull,” ASME, Journal of Engineering for M. Industry, Vol. 93, August 1971. Pp. 877-885
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T. S. Shugar and M. G. Katona, “Development of a Finite Element Head Injury Model,” ASCE, Journal of Engineering Mechanics Divisions, Vol. 101, EM3, June 1975, pp. 223-239.
- M. G. Katona, “On the Analysis of Long-span Culverts by the Finite Element Method,” Transportation Research Record, No. 678, 1978, pp. 59-66.
- M. G. Katona, “CANDE: A Versatile Soil-Structure Design and Analysis Computer Program,” Journal of Advances in Engineering Software, Vol. 1, No. 1, 1978, pp. 3-9.
- M. G. Katona, “Combo Viscoplasticity: An Introduction with Incremental Formulation,” Journal of Computers and Structures, Vol. 11, No. 3, 1980, pp. 217-224.
- M. G. Katona, “Effects of Frictional Slippage of Soil-Structure Interfaces of Buried Culverts,” Transportation Research Record, No. 878, 1982, pp. 8-10.
- M. G. Katona and P. D. Vittes, “Soil-Structure Evaluation of Buried Box Culvert Designs, Transportation Research Record, No. 878, 1982, pp. 1-7.
- M. G. Katona, “A Simple Interface Element for Contact-Friction Problems,” International Journal for Numerical and Analytical Methods in Geomechanics, Vol. 7, No. 3, September 1983, pp. 372-384.
- M. G. Katona, “Evaluation of Viscoplastic Cap Model,” Journal of Geotechnical Engineering, ASCE, Vol. 110, No. 8, August 1984, pp. 1106-1125.
- M. G. Katona and A. Y. Akl, “Analysis and Behavior of Buried Culverts with Slotted Joints,” Transportation Research Record, No. 1008, 1985, pp. 22-32.
- M. G. Katona and O. C. Zienkiewicz, “A Unified Set of Single Step Algorithms: The Beta-m Methods, a Generalization of the Newmark Scheme,” International Journal for Numerical Methods in Engineering, Vol. 21, 1985, pp. 1345-1359.
- M. G. Katona and A. Y. Akl, “Structural Design of Buried Culverts with Slotted Joints,” ASCE, Journal of Structural Engineering, January 1987.
- M. G. Katona, K. Marr, and M. R. Walkiewicz, “Computer-Aided Instruction for Steel Design,” Civil Engineering Education, fall issue 1986, pp. 22-37.
- M. G. Katona, “Allowable Fill Heights for Corrugated Polyethylene Pipe,” Transportation Research Record, No. 1191, 1988, pp. 30-38.
- M. G. Katona, “Minimum Cover Heights for Corrugated Plastic Pipe Under Vehicle Loading,” Transportation Research Record, No. 1288, 1990, pp. 127-135.
- N. J. Carpenter, R. L. Taylor and M. G. Katona, “Lagrange Constraints for Transient Finite Element Surface Contact,” International Journal for Numerical Methods in Engineering, Vol. 32, pp. 103-138, 1991.
- M.G. Katona and T. J. McGrath, “A Guideline for Interpreting ASSHTO LRFD Specifications to Design or Evaluate Buried Structures with Comprehensive Solution Methods,” Transportation Research Record, No. 2028, 2007, pp. 211-217.
- M.G. Katona, “Seismic Design and Analysis of Buried Structures with CANDE 2007Journal of Transportation Research Record, No. 2172, 2010, pp. 171-181.
- M. G. Katona, “Fluid Jackets: New Concept to Enhance Structural Performance of Buried Concrete Pipes,” Transportation Research Record, No. 2313, 2012, pp. 157-167.
- M. G. Katona, “Modifying Duncan/Selig Soil Model for Plastic-like Behavior”, Transportation Research Record, No. 2511, 2015, pp. 53-62.
- M. G. Katona, “Influence of Soil Models on Structural Performance of Buried Culverts”, International Journal of Geomechanics, Vol. 17, Issue 1, January 2017.
- M. G. Katona, “Continuous Load Scaling: A New Method to Simulate Longitudinal Live-load Spreading for 2D Finite Element Analysis of Buried Culverts”, Transportation Research Record: No. 2642, Issue 1, 2017, pp. 77-90.
- M. G. Katona, “Improved Methods for Simulating Live Loads for 2D Structural Analysis of Buried Culverts”, Transportation Research Record, Vol. 2673(12), 2019, pp. 449-462.
- M. G. Katona, “Assessment of AASHTO Load-Spreading Method for Buried Culverts and Proposed Improvement”, Transportation Research Record, Vol. 2675(11), 2021, pp. 877-887.
- M. G. Katona, “Extension of AASHTO Load-Spreading Method to Include the Full Benefits of Pavements for Reliable Load Rating of Buried Culverts”, Transportation Research Record, Vol. 2676(12), 2022, pp. 508-521.
Conference Proceedings and Invited Publications
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M. G. Katona and K. D. Vaudrey, "Finite Element Analysis of Floating Ice Sheets," ASCE, National Structural Engineering Conference, Cincinnati, Ohio, Paper No. 2235, April 1974.
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K. D. Vaudrey and M. G. Katona, “Viscoelastic Finite Element Analysis of Sea Ice Sheets,” Proc. Third International Symposium on Ice Problems, Hanover, New Hampshire, November 1975, pp. 525-525.
- M. G. Katona, “A Modern Approach for Structural Design of Pipe Culverts,” Second International Conference on Computers in Engineering and Building Design CAD76. IPC Science and Technology Press, Guildford, Surrey, England, 1976, pp. 128-140.
- M. G. Katona, “Discussion and Application of CANDE Computer Program to Design of Reinforced Concrete Culverts,” ASTM Symposium Volume STP-630, Concrete Pipe and the Soil-Structure System, August 1977, pp. 17-40.
- C. C. Chen, T. Ariman and M. G. Katona, “A Finite Element Analysis of Buried Pipelines Under Seismic Excitations,” Lifeline Earthquake Engineering – Buried Pipelines, Seismic Risk, and Instrumentation, ASME, New York, 1979, pp. 142-188.
- M. G. Katona, “Soil-Structure Analysis and Evaluation of Buried Box Culvert Designs,” Proceedings of the First International Conference on Computing in Civil Engineering, ASCE, New York, 1981, pp. 911-930.
- M. G. Katona, “A Simple Contact-Friction Interface Element with Application to Buried Structures,” Symposium on Implementation of Computer Procedures and Stress – Strain Laws in Geotechnical Engineering, Editors C. S. Desai and S. K. Saxena in cooperation with ASCE, Chicago, Vol. I, August 1981, pp. 45-64.
- M. G. Katona and M. A. Mulert, “A Viscoplastic Cap Model for Soils and Rocks,” an invited paper presented at the International Conference on Constitutive Laws for Engineering Materials, Tucson, Arizona, January 1983. Published by Wiley, Mechanics of Engineering Materials, Desai/Gallagher editors, 1984, pp. 335-350.
- M. G. Katona, “A General Family of Single-Step Methods for Numerical Time Integration of Structural Dynamic Equations,” presented at NUMETA-85 Swansea, UK, 1985. Published by Balkema, Numerical Methods in Engineering: Theory and Applications, Middleton/Pande editors, Vol. 1, January 1985, pp. 213-226.
- M. G. Katona, “Air Force Civil Engineering Research, Now and Beyond,” Nuclear Survivability (DNA), Special Edition, pp. 18-20, April 1992.
- M. G. Katona, “On the Analysis of Buried Conduits, Past, Present, and Future,” Keynote address at the Second International Conference on Structural Performance of Pipes, University of Ohio, Athens, Sargand/Mitchell editors, March 1993, pp. 1-7.
- M. G. Katona, “On the History of Soil-Structure Interaction,” Keynote address at the Third International Conference on Structural Performance of Pipes, 1998, University of Ohio, Athens, (Conference Proceedings, March 1998)
- M. G. Katona, "Soil-Structure Interaction of Buried Conduits,” Invited paper for Industry Symposium on High Density Polyethylene Pipe, March 1999, Salt Lake City, Utah.
- M. G. Katona, “Soil-Structure Interaction of Buried Culverts – Why it’s fun”, Honored Speaker for TRB Session, “A Dialogue with Leaders”, Transportation Research Board Annual Meeting, Jan 2005.
- D. M. Brodowski and M. G. Katona, “Application and Modeling of Steel Fiber-Reinforced Concrete for Buried Structures”, American Concrete Institute, Special Publication SP-268-1, pp. 1-16, 2010.
- M. G. Katona, “History of Analytical Methods for Soil-structure Interaction of Buried Culverts”, Invited speaker for Transportation Research Board Spotlight session on Fifty Years of Culvert-soil Interaction, TRB Annual Meeting, January 14, 2014.
Government Reports
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"Structural Behavior of Reinforced Concrete Beams Made with Fast-Fix 1 Cement," (M.G. Katona and S. B. Nossier). Naval Civil Engineering Laboratory (NCEL), TR-164, Port Hueneme, California, February 1969.
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"An Experimental Evaluation of New Approach to Concrete Overlay Design for Flexible Pavements," (M.G. Katona and J. P. Nielsen). NCEL, TN-1038, Port Hueneme, California, July 1969.
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"Structural Design of Conical Acrylic View ports," (M.G. Katona and M. R. Snoey). NCEL, TR-686, Port Hueneme, California, June 1970.
- "Structural Analysis of a Full-Scale Spherical Acrylic Plastic Pressure Hull," (M.G. Katona and M. R. Snoey). NCEL, TN-716, Port Hueneme, California, March 1971.
- "Wave Propagation in Anisotropic Rock," (M. G. Katona and W. Goldsmith, et al.), University of California, Report to Advanced Research Projects Agency, DOD, Berkeley, California, February 1972.
- "Layered Pavement Systems," (M. G. Katona and J. B. Forrest). NCEL, TR-686, Port Hueneme, California, April 1972
- "Ice - Engineering: Review of Elastic Properties Research and Introduction to Viscoplastic and Nonlinear Analysis of Saline Ice," (M. G. Katona and K. R. Vaudrey). NCEL, TR-790, Port Hueneme, California, 1973.
- "Viscoelastic Finite Element Formulation," (M. G. Katona), NCEL, TR-803, Port Hueneme, California, January 1974.
- "State-of-the-Art for Prediction of Pavement Response," (M. G. Katona and J. E. Crawford). NCEL, Report to U.S. Army Waterways Experiment Station, Report No. FAA-RD-183, Port Hueneme, California, September 1975.
- "CANDE: A Modern Approach for the Structural Design and Analysis of Buried Culverts," (M. G. Katona et. al) Federal Highway Administration Report No. FHWA-RD-77-5, October 1976, (475 pages).
- "CANDE User and System Manuals,” (M. G. Katona and J. M. Smith), Federal Highway Administration Report No. FHWA-RD-77-6, October 1976, (372 pages).
- "A Viscoelastic-plastic Constitutive Model with a Finite Element Solution Methodology,” (M. G. Katona), NCEL, TR-866, Port Hueneme, California, June 1978.
- "An Efficiency Study for Explicit and Implicit Time Integration Schemes in Structural Dynamics,” (M. G. Katona), NCEL TR-856, Port Hueneme, California, July 1977.
- "Solid-Fluid Interaction with Finite Element Method," (M. G. Katona and H. J. Migliore). NCEL, TM-44-77-6, Port Hueneme, California, May 1977.
- "Combined Explicit-Implicit Time Integration, A Numerical Evaluation," (M. G. Katona at University of Notre Dame), NCEL Report N62583-77MR776, January 1979.
- "User Manual for Programs VISICE and VISFIT," (M. G. Katona at University of Notre Dame), NCEL Report CR79.016, June 1979.
- "Structural Evaluation of New Concepts for Long-Span Culverts," (M. G. Katona), Federal Highway Admin, No. FHWA-RD-79-115, December 1979 (286 pages).
- "CANDE-1980: Box Culverts and Soil Models," (M. G. Katona, et. al.), Federal Highway Administration, No. FHWA-RD-172, May 1981 (210 pages).
- "A Viscoplastic Algorithm for CAP 75," (M. G. Katona at University of Notre Dame), NCEL Report, Contract No. N68305-80-C-0031, September 1981 (65 pages).
- "Tension Cutoff and Parameter Identification for the Viscoplastic Cap Model," (M. G. Katona), report to NCEL, Contract No. N62482-C-8270, November 1981 (78 pages).
- "Design and Analysis of Metal Culverts with Slotted Bolt Holes," (M. G. Katona and A. Y. Akl), final report submitted to Federal Highway Administration (Contract No. DTH61-82-C-00071), August 1984 (291 pages).
- "Enhancement of ADINA for Facility Hardness Assessment - Explicit Beta-M and Hourglass Control," (M. G. Katona) TRW IR&D Report, March 1988 (24 pages).
- "Enhancement of ADINA for Facility Hardness Assessment - R/C Beam and Parameter Identification," (M. G. Katona), TRW IR&D Report, March 1989 (31 pages).
- "CANDE 1989: Culvert Design and Analysis Program--Improved and Modified for PC," (S. Musser, M. G. Katona and E. Selig), Report to Federal Highway Administration, FHWA-RD-89-169, June 1989.
- "Air Force In-house Laboratory Innovative Research (ILIR-Program)," (M. G. Katona et. al.) Annual reports to Air Force Materiel Command and DOD, 1989-1997.
PERSONAL INFORMATION
- Life’s partner: Irene Sandholm, retired teacher.
- Two daughters: Joy Lankford-McNamee with children Christian and Holly, and Teresa Wickstrom with son Jacob.
- Hobbies: Racquetball, fly fishing, science fiction.
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