Christopher J. Earls

Biography

Earls' research involves the development and application of new computational techniques for the study of important problems involving solids and structures, as well as other natural and engineered systems. Coupling the principled treatment of uncertainty with these computational approaches facilitates the solution of complex inverse problems. Such inverse problems arise naturally as part of Earls' research.

Earls is a member of the United States Association for Computational Mechanics (USACM), the International Association on Computational Mechanics (IACM), and the Society for Industrial and Applied Mathematics (SIAM).

Research Interests

Earls' Group is concerned with developing novel algorithmic and computational approaches that enable new understanding concerning the actual condition, and future behavior of complex natural and engineered systems. Practical challenges concerning the principled treatment of uncertainty, sparse sensing, and the complex multi-physics response modalities of the real-world are motivational in our work. The intellectual themes that underpin our research are: computational mechanics, high performance computing, and applied mathematics. Problems of interest to us occur in the domains of engineering and applied science.

• Computer Aided Diagnosis
• Computational Mechanics
• Computational Solid Mechanics
• Scientific Computing
• Complex Systems, Network Science and Computation