Work

Differentiable constitutive modelling of granular media: From surrogate material model in explicit FEM-DEM to automatic elastoplastic calibration

Year: 2026

Type: article

Source: International Journal of Plasticity

DOI: 10.1016/j.ijplas.2026.104687

Authors: Mengqi Wang, Tongming Qu, Shaoheng Guan, Y.T. Feng, Jidong Zhao

Institutions: Hong Kong University of Science and Technology, Wuhan University, Jingchu University of Technology, Swansea University

Language: English

Topic: Composite Material Mechanics

Subfield: Mechanics of Materials

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funders: National Natural Science Foundation of China, Research Grants Council, University Grants Committee, Hong Kong University of Science and Technology, Jingchu University of Technology

Awards: G156999852, Digital Twin Dam: A multiscale simulation-assisted self-learning framework for predicting and controling the deformation of rockfill dams in operation, G2470771921, Machine learning-based multiscale modeling of granular materials: From grain-scale physics to engineering-scale applications, G5224872161, G6105630665

OpenAlex ID: W7148487572

FWCI: 5.858

Cites: 59

Cited by: 4

Related to: 10