Xue Research Group

High-fidelity and differentiable simulation framework for lithium-ion batteries

Level-set-based Topological Derivative Optimisation Framework for 3D Metamaterials Design

Style-constrained inverse design of microstructures with tailored mechanical properties using unconditional diffusion models

Hierarchical physics-informed Gaussian process regression for yield strength prediction in laser powder bed fusion

Physics-guided diffusion models for inverse design of disordered metamaterials

Microstructure prediction with fine-tuning and distillation on diffusion models.

Systematic design of planar metamaterials whose elastic behavior is orthotropic in volumetric response while remaining isotropic in deviatoric elasticity

Contact simulation based on Fiber Monte Carlo within FEM framework