Retrainable physics-integrated neural differentiable modeling of sintering across material systems

Zeping Chen, Ani Aprahamian, Khachatur V. Manukyan +1

Sintering is widely used to manufacture ceramics, but coupled densification and grain growth, material-dependent kinetics, and sparse measurements complicate predictive modeling an…