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20202026
most citedAn image-based transfer learning approach for using in situ processing data to predict laser powder bed fusion additively manufactured Ti-6Al-4V mechanical properties

26 citations · 75 across the 6 of their papers we have counts for

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cs.LG2026

Beyond Compression: Training Latent Representations for Stable Long-Horizon Rollout in Neural Surrogate Solvers

Andreas E. Robertson, Ashley T. Lenau, John D. Shimanek +5

Latent neural surrogate solvers, or latent dynamics models, accelerate simulations of time-dependent physical systems by evolving a compressed latent space rather than resolving fu…