SEP 3, 2026 · PREPRINT
Computing stable configurations of confined smectic liquid crystals with a deep variational framework
arXiv
A proof-of-concept computational method for modelling liquid crystal configurations, demonstrated against limited comparators and without experimental validation beyond qualitative morphology matching.
Study details
DesignComputational methods development with retr…
InterventionDeep variational framework with warmup pena…
ComparatorNeural-network baseline and finite-differen…