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Scientific Machine Learning
4 entries connected to this research area.
2026
Feb 05
Accelerating Metamaterial Topology Optimization Using Deep Super-Resolution Networks
Feb 05
Accelerating Metamaterial Topology Optimization Using Deep Super-Resolution Networks
2025
May 01
An Inverse Design Framework for Optimizing Tensile Strength of Composite Materials Based on a CNN Surrogate for the Phase Field Fracture Model
May 01
An Inverse Design Framework for Optimizing Tensile Strength of Composite Materials Based on a CNN Surrogate for the Phase Field Fracture Model