2 papers
cs.CE2025
polyGen: A Learning Framework for Atomic-level Polymer Structure Generation
Ayush Jain, Rampi Ramprasad
Synthetic polymeric materials underpin fundamental technologies in the energy, electronics, consumer goods, and medical sectors, yet their development still suffers from prolonged…
cs.CE2024
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…