Automated Computational Mechanics Laboratory

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 endeavors address a broad range of phenomena including progressive corrosion in metallic materials, design optimization problems, modeling damage mechanisms in multifunctional composites and adhesive-bonded joints, 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 and mesh generation algorithms to eliminate the difficulties associated with simulating problems with complex/evolving morphologies.