news
| May 16, 2026 | Digital twin framework for solid-state additive manufacturing — sequential thermal–mechanical coupling architecture implemented and under validation. |
|---|---|
| Apr 20, 2026 | Physics-informed ML surrogate for composite material property prediction — initial transformer architecture benchmarked against high-fidelity RVE outputs. |
| Nov 01, 2025 | Residual stress prediction workflow for 3-layer AFSD deposition validated against thermocouple measurements from physical trials. |