2 papers
cs.LG2026
MolCryst-MLIPs: A Machine-Learned Interatomic Potentials Database for Molecular Crystals
Adam Lahouari, Shen Ai, Jihye Han +16
We present an open Molecular Crystal (MC) database of Machine-Learned Interatomic Potentials (MLIP) called MolCryst-MLIPs. The first release comprises fine-tuned MACE models for ni…
cond-mat.mtrl-sci2026
Biphasic Meniscus Coating for Scalable and Material Efficient Quantum Dot Films
Shlok Joseph Paul, Letian Li, Zheng Li +4
Colloidal quantum dots (cQDs) have emerged as a cornerstone of next-generation optoelectronics, offering unparalleled spectral tunability and solution-processability. However, the…