datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
VDwIN_O_F_columns_non-bonded_vdW_potential_JCP2023
Cite this dataset Geng, P., Zybin, S., Naserifar, S., and III, W. A. G. N O F columns non-bonded vdW potential JCP2023. ColabFit, 2024. https://doi.org/10.60732/5617dd04
This dataset has been curated and formatted for the ColabFit Exchange
This dataset is also available on the ColabFit Exchange:
https://materials.colabfit.org/id/DS_p74559sdjy1q_0
Visit the ColabFit Exchange to search additional datasets by author, description, element content and… See the full description on the dataset page: https://huggingface.co/datasets/colabfit/N_O_F_columns_non-bonded_vdW_potential_JCP2023.2d-vdw-interface-decoherence-v0.1Goal
Predict failure in stacked 2D devices.
Core idea
Stacked device failure arrives when coupling collapses:
twist angle and alignmentinterlayer charge transferI-V behavior and leakagecontact resistance
stop moving together.
Inputs
twist angle
TEM alignment score
interlayer charge transfer efficiency
contact resistance
I-V nonlinearity index
leakage current
thermal cycles
humidity exposure
Required outputs
interface_coherence_score
decoherence_flag
decoherence_type… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/2d-vdw-interface-decoherence-v0.1.