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Research Theme: Computational Engineering

Simulation aids rapid development

With the advent of large-scale computers, computational approaches have become indispensable for characterizing, predicting and simulating physical events and engineering systems.

Industrial competitiveness demands reduction in design cycle time, which in turn relies heavily on numerical simulations to reduce the number of tests of physical prototypes. From the point of view of scientific investigations, one of the great strengths of computer simulations over physical experiments is the ability to study a complete range of physical and temporal scales. That is, we can study in detail physical phenomena that last only a picosecond, or we can move back in time and identify the evolution of interesting physical events.

The Mechanical Engineering Department has many faculty working at the forefront of simulation techniques from several groups. Faculty from the Flow Physics & Computational Engineering Group have led for decades in the simulation of complex transport processes, starting with turbulent fluid mechanics and now ranging from fuel cell chemistry and biomedical devices to high-speed aircraft. Faculty from FPCE play a central role in the continuing presence of large, externally funded computational centers in the department (such as the Center for Turbulence Research and the PSAAP).

Faculty from the Mechanics and Computation Group are at the forefront of computational methods, especially techniques required for the design of nanoscale devices and nanostructured materials. Applications range from the motion and transport of molecules and tissue to the atomic-scale physics of material behavior. Much research focuses on the special challenge of multi-scale simulations, which are essential for engineering systems containing nanoscale components.

Research focus

We are focusing our energies on several areas in computational engineering:

  • computational geometry and virtual design
  • multi-scale phenomena including bridging of atomistic to continuum models
  • biomedical applications, including predictive surgery
  • computational study of cells, tissues, bones and other biological systems
  • chemical reactions and multiphase flows
  • atomistic physics of material behavior and failure
  • climate modeling
  • energy systems including fuel cells and efficient engines

Success in these areas leverages our core competencies in computer science such as parallel computing, numerical analysis, model selection and adaptivity.

Leadership in computational mathematics and parallel computing

Some of these areas have traditionally been in the domain of other departments such as Computer Science, but experience has shown that the best numerical tools are developed by those interested in specific applications. Furthermore, Stanford's ME Department has an excellent track record and international reputation for making contributions in both research and educational components of computational mathematics and parallel computing.

Related People

Thomas P. Andriacchi

Professor of Mechanical Engineering and of Orthopaedic Surgery, Emeritus

David Barnett

Professor of Materials Science and Engineering and of Mechanical Engineering, Emeritus

Wei Cai

Associate Professor of Mechanical Engineering and, by courtesy, of Materials Science and Engineering

Richard Christensen

Professor (Research) of Aeronautics and Astronautics and of Mechanical Engineering, Emeritus

Eric Darve

Associate Professor of Mechanical Engineering

Charbel Farhat

Vivian Church Hoff Professor of Aircraft Structures, Professor of Mechanical Engineering and Director of the Army High Performance Computing Research Center

Gianluca Iaccarino

Professor of Mechanical Engineering and Director, Institute for Computational and Mathematical Engineering

Ellen Kuhl

Professor of Mechanical Engineering

Adrian Lew

Associate Professor of Mechanical Engineering

Ali Mani

Associate Professor of Mechanical Engineering

Alison Marsden, PhD

Associate Professor of Pediatrics (Cardiology) and of Bioengineering and, by courtesy, of Mechanical Engineering

Paul Mitiguy

Adjunct Professor, Mechanical Engineering

Parviz Moin

Franklin P. and Caroline M. Johnson Professor in the School of Engineering

Peter M Pinsky

Professor of Mechanical Engineering and, by courtesy, of Civil Engineering

Beth L. Pruitt

Professor of Bioengineering and of Mechanical Engineering

Charles Steele

Professor of Mechanical Engineering and of Aeronautics and Astronautics, Emeritus