Skip to main content

Automated Computational Mechanics Laboratory


The ACML has an immediate open PhD Position on an interdisciplinary project focused on computational solid mechanics and artificial intelligence (AI) algorithms. The project aims at developing a novel AI-enhanced computational framework for simulating various physical phenomena  in composite and biomaterials for applications such as cancer engineering and design of biomimetic materials. Interested applicants are encouraged to contact Prof. Soghrati. 

About ACML

Welcome to the homepage of Prof. Soghrati's research group at OSU. In ACML, we implement advanced numerical techniques and deep learning algorithms to study a wide variety of multiscale / multiphysics problems in Engineering and Materials Science. Our interdisciplinary research efforts address a broad range of phenomena including progressive corrosion in metallic materials, design optimization problems, modeling damage mechanisms in multifunctional composites, digital manufacturing, computational biomechanics, and cancer engineering. One of the major focuses of research in ACML is to automate the computational modeling process by developing novel microstructure reconstruction, mesh generation, and AI-enhanced algorithms to eliminate the difficulties associated with simulating problems with complex / evolving morphologies. 

ACML Group Picture



ACML sponsors