Publications

(2022). Self-fields for disconnections with disclination, dislocation and step character. In Preparation.

(2022). Physics-informed neural networks for modeling rate- and temperature-dependent plasticity. Submitted. Under Review.

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(2022). Modeling of experimentally observed topological defects inside bulk polycrystals. In Preparation.

(2022). PhySRNet: Physics informed super-resolution network for application in computational solid mechanics. IEEE/ACM International Workshop on Artificial Intelligence and Machine Learning for Scientific Applications in conjunction with SC'22.

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(2022). Mechanics of micropillar confined thin film plasticity. Acta Materialia.

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(2021). Machine Learning-Accelerated Computational Solid Mechanics - Application to Linear Elasticity. 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE).

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(2020). Finite element approximation of finite deformation dislocation mechanics. Computer Methods in Applied Mechanics and Engineering.

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(2020). Dislocation pattern formation in finite deformation crystal plasticity. International Journal of Solids and Structures.

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(2020). A unification of finite deformation J_2 Von‐Mises plasticity and quantitative dislocation mechanics. Journal of the Mechanics and Physics of Solids.

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(2020). Equilibrium shape of misfitting precipitates with anisotropic elasticity and anisotropic interfacial energy. Modelling and Simulation in Materials Science and Engineering.

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