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cond-mat.mtrl-sci2026
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…
cond-mat.mtrl-sci2023★ 3 cited
Bayesian Optimization of Metastable Nickel Formation During the Spontaneous Crystallization under Extreme Conditions
Sina Malakpour Estalaki, Tengfei Luo, Khachatur V. Manukyan
Spontaneous crystallization of metals under extreme conditions is a unique phenomenon occurring under far-from-equilibrium conditions that could enable the development of revolutio…