most citedPolymer informatics at-scale with multitask graph neural networks

118 citations · 164 across the 4 of their papers we have counts for

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cs.CE2024★ 28 cited

A Physics-Enforced Neural Network to Predict Polymer Melt Viscosity

Ayush Jain, Rishi Gurnani, Arunkumar Rajan +2

Achieving superior polymeric components through additive manufacturing (AM) relies on precise control of rheology. One key rheological property particularly relevant to AM is melt…