Published February 12, 2025 | Version v1
Dataset Open

A database of non-aqueous proton conductors

  • 1. ROR icon Lawrence Berkeley National Laboratory
  • 2. EDMO icon University of Michigan
  • 3. ROR icon Oak Ridge National Laboratory
  • 4. EDMO icon Pennsylvania State University
  • 5. EDMO icon Michigan State University
  • 6. ROR icon Ursinus College

Description

This dataset supports the publication titled "A database of non-aqueous proton conducting materials," which compiles experimental data on non-aqueous proton conductors from 48 peer-reviewed papers. The dataset encompasses 74 distinct compounds, yielding a total of 3152 data points that cover a broad temperature range from −70°C to 260°C.

Contents of the Dataset:

  1. Chemical Structures: Molecules are encoded using SMILES (Simplified Molecular-Input Line-Entry System) for easy parsing and compatibility with cheminformatics tools.

  2. Experimental Data: The dataset includes proton conductivity and proton diffusion coefficients. Parameters are reported both for doped and undoped systems, with doping levels explicitly quantified.

  3. File Formats:

    • Raw Data: An Excel spreadsheet (.xlsx) with two sheets (“Compounds” and “Parameters”) containing original data as extracted from the papers.

    • Cleaned Data: Two tab-separated values (.tsv) files, containing conductivity and diffusion coefficients, which have been standardized for easy integration into machine learning models.

Files

Files (596.9 kB)

Name Size Download all
md5:456f2dcc677d4f643c0b5ae26c051d4e
388.6 kB Download
md5:9e09be419310714438740baf41f3f9aa
42.1 kB Download
md5:4dd01631632eb3e4c04efe6c8d4db74c
166.2 kB Download

Additional details

Related works

Is supplement to
Publication: 10.1021/acsami.4c22618 (DOI)