CODES Group

Computational Optimization for Dynamics and Engineering Systems — at the interface of optimization, dynamics, and computational physics

Sicheng He

Sicheng He

Assistant Professor
Mechanical and Aerospace Engineering
University of Tennessee, Knoxville

sicheng@utk.edu

Dougherty Engineering Bldg

Knoxville, TN 37996

Welcome

The CODES Group focuses on enabling design optimization for large-scale dynamical systems. Our research bridges computational methods, optimization theory, and engineering applications to solve challenging problems in aerospace, energy, and beyond.

We develop efficient algorithms and tools for multidisciplinary design optimization (MDO), control co-design, and computational physics. Our work spans from theoretical foundations to practical applications in aircraft design, wind turbines, and structural systems.

Explore Our Research Meet the Team

Latest News

Dec 2025
Rohit Kanchi and Ben Melanson presenting at NeurIPS 2025!
Dec 2024
New CODES Group website launched!
Aug 2023
Prof. He joins UTK MABE as Assistant Professor

Open Positions

Ph.D. positions available!

We are looking for motivated students interested in MDO, computational physics, scientific computing, and fluid mechanics.

Graduate students from MABE, EECS, ISE, and applied math at UTK are welcome to reach out.

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Research Areas

Optimization

  • PDE-constrained optimization
  • Multidisciplinary design optimization
  • Mixed integer programming
  • Machine learning surrogates

Dynamics & Control

  • Control co-design (CCD)
  • Stability constrained optimization
  • Limit cycle oscillation

Computational Physics

  • Computational fluid dynamics
  • Computational aeroelasticity
  • Laminar-turbulent transition

Applications

  • Aircraft wing design
  • Wind turbine optimization
  • Structural topology optimization