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Articles

Learning Latent Representations to Bridge Coarse-Grained and Atomistic Resolutions in Polymer Simulations Click to copy article link Article link copied!

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By Saaketh Desai, Mark Wilson, Songyue Liu
| dx.doi.org
1. Introduction Click to copy section linkSection link copied! The underlying microstructure of polymers plays a central role in determining their macroscopic properties. However, unlike metals, the features governing polymer mechanics, such as cross-link topology in elastomers (1) or interconnected tie-chains in semicrystalline polymers, (2,3) are often hidden and unobservable with common characterization methods.
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[2602.09162] Boltzmann Reinforcement Learning for Noise resilience in Analog Ising Machines

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By Prasad G. Iyer, Saaketh Desai
| arxiv.org
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