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physics.comp-ph2026
Neural network scaling and generalization for 3D strain fields in heterogeneous materials
Lucas Fourel, Paul Devianne, Marine Debouvry +5
Computational homogenization and coupled multiscale simulations of heterogeneous materials require repeated solution of mechanical fields on Representative Volume Elements, which b…
cs.CY2026
Beyond Score Accuracy: Examining the Diagnostic Quality of LLM-Generated Structured Assessment in Higher Education
Xi Zhao, Xinyue Jiao, Zhen Xu
As Large Language Models (LLMs) are increasingly adopted for automated grading and feedback in higher education, their structured outputs, including multi-dimensional rubric scores…