Jacob Fish

Robert A.W. and Christine S. Carleton Professor of Civil Engineering

Jacob Fish is a computational scientist who creates simulation-based design approaches that: (i) remove traditional scale related barriers between physics, chemistry, biology, and various engineering disciplines; (ii) is predictive rather than diagnostic; and (iii) multiphysics-multiscale rather than phenomenological.

Fish has made many fundamental and seminal contributions to multiscale computational science and engineering.  Among the noteworthy contributions are: scale separation-free homogenization methods, reduced order multiscale methods, stochastic multiscale methods, temporal multiscale methods, methods accounting for dispersion and micro-inertia effects, coupling of multiple thermo-chemo-electro-mechanical processes at multiple spatial and temporal scales, multiscale enrichment methods, upscaling of discrete media, and algebraic multigrid and domain decomposition based multiscale methods. 

Other noteworthy scientific contributions include but not limited to hybrid data-physics driven multiscale methods, high-volume resin transfer molding methods, integrated manufacturing-product design simulation methods, and an additive hypo-elasto-plasticity formulation based on so-called kinetic logarithmic stress rate that was proven to coincide with the multiplicative hyper-elasto-plasticity formulation, and thus enabling to extend a library of exiting infinitesimal inelastic material models to large deformation regimes, that until now, not feasible by existing corotational frameworks.

His research has had tremendous impact on industry: his multiscale methodologies have been employed for manufacturing of GE90 fan blades; environmental degradation of turbo-engines for General Electric, United Technologies, and Rolls-Royce; life prediction of aerospace components for Lockheed-Martin, Northrop-Grumman, and Sikorski; energy absorption of composite cars manufactured by  General Motors; aging and environmental degradation of composites in collaboration with Boeing and GE Aviation; reinforced concrete structures; piezoelectric and ferroelectric materials; various nanotechnology applications ranging from nanodevices to nanomaterials; and most recently, additive manufacturing, fracture of femur, and manufacturing processes.

Fish received a PhD in Theoretical and Applied Mechanics from Northwestern University in 1989. He serves as an editor-in-chief of the Journal of Multiscale Computational Engineering, editor of the International Journal for Numerical Methods in Engineering, and is on the editorial boards of numerous journals. He is a past president of the United States Association for Computational Mechanics (USACM); a Fellow of American Academy of Mechanics, United States Association for Computational Mechanics (USACM), and the International Association for Computational Mechanics (IACM).

Jacob Fish received his BS in structural engineering in 1982 and his MS in structural mechanics in 1985 from Technion – Israel Institute of Technology. In 1989, he graduated with a PhD in theoretical and applied mechanics from Northwestern University. He joined the faculty of Columbia Engineering in 2010. 

Research Areas


  • Computational Science and Engineering
  • Advanced Materials

Additional Information


  • Professional Experience
    • The Carleton Professor of Engineering, Department of Civil Engineering and Engineering Mechanics, Columbia University, 2011-
    • Chair, Department of Civil Engineering and Engineering Mechanics, Columbia University, 2020-2023
    • Director, Multiscale Science and Engineering Center at Columbia University, 2011-
    • Founder and President, Multiscale Design Systems, LLC., 2007-15
    • Director, Multiscale Science and Engineering Center at RPI, 2006-10
    • The Redfern Professor of Engineering, Mechanical, Aerospace and Nuclear Engineering (MANE) and Civil and Environmental Engineering (CEE), RPI., 2006-10
    • Professor, (MANE) and (CEE), RPI. 1198-2010
    • Visiting Chair Professor, Ecole Normale Superieure de Cachan, France, 2001
    • Associate Professor, CEE and MANE (joint), RPI., 1994-98
    • Research Engineer, Methods Development Group, Aircraft Industries, Israel, 1984-86
    • Structural Engineer, Civil Engineering Consulting, Inc., Tel-Aviv, Israel., 1982-84
  • Professional Affiliations
    • Editor-in-Chief, International Journal Multiscale Computational Engineering, 2002-
    • Editor, International Journal for Numerical Methods in Eng., 2008-
    • Area Editor, Thermopedia, 2008-
    • Editorial Board Member, International Journal for Numerical Methods in Eng., 2001-
    • Editorial Board Member, International Journal of Computational Eng. Science, 2003-
    • Editorial Board Member, Computer Methods in Applied Mech. and Eng., 2005-
    • Editorial Board Member, International Journal of Computational Methods, 2005-
    • Vice President, International Association for Computational Mechanics, 2018-
    • Past President, U.S. Association for Computational Mechanics, 2002 – 2006
  • Honors & Awards
    • John von Neumann Medal, US Association for Computational Mechanics, 2021.
    • Grand Prize, Japan Society for Computational Engineering and Science, 2019.
    • Computational Mechanics Award, International Association for Comp. Mechanics, 2010.
    • Fellow, American Academy of Mechanics, 2007.
    • Ted Belytschko Medal, US Association for Computational Mechanics, 2005.
    • Rensselaer School of Engineering Research Award, 2003.
    • Fellow, International Association for Computational Mechanics, 2001.
    • Fellow, US Association for Computational Mechanics, 2000.
    • Best Paper Award, ASME, International Computers in Engineering Conf., 1995.
    • Best Paper Award, AIAA/SDM Conference, 1993.
    • Young Investigator Award, National Science Foundation Presidential, 1992.