الباحثون

Jan Bohlen

المنشورات 2

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Which alloy composition,what process parameters? Inferring the recipe from optimized metallic microstructure and texture

Mahish K. Guru, Jan Bohlen, Louam Lemjid وآخرون · 2026

The mechanical properties of a metallic alloy are set by its microstructure and texture: the size and shape of its grains and the orientation of their crystals. That structure is in turn set by a recipe, the alloy composition together with the processing parameters. Alloy development runs this chain forwards, tuning th …

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Co-PiLOT: Constrained Physics-Informed Latent Optimization for Target-Driven Inverse Design

Mahish K. Guru, Mayank Nagar, Ayush vyas وآخرون · 2026

Inverse design of physical systems (molecules, devices, microstructures) often reduces to optimizing a high-dimensional structure against an expensive black-box simulator. Direct search is difficult because the space is non-Euclidean, feasibility is hard to encode, and each evaluation is expensive. We present Co-PiLOT, …

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