Table · dataset · 2026
Associated content for "Selectivity Maps for Electrochemical Ethylene Oxidation to Ethylene Oxide and Ethylene Glycol"
Listed in HKU DataHub and figshare and Loughborough Research Repository and UP Research Data Repository — shown once because both records carry DOI 10.11583/dtu.32877023.v2
Description
<p dir="ltr"># Associated content for "Selectivity Maps for Electrochemical Ethylene Oxidation to Ethylene Oxide and Ethylene Glycol"</p><p><br></p><p dir="ltr">## Overview</p><p dir="ltr">This repository contains data and analysis and plotting scripts to reprodce the figures from the paper "Selectivity Maps for Electrochemical Ethylene Oxidation to Ethylene Oxide and Ethylene Glycol" (doi: ).</p><p><br></p><p dir="ltr">## Repository structure</p><p dir="ltr">The repository is organized as follows.
Some directories are generated automatically when running the plotting scripts.</p><p dir="ltr">data/<br> - calculations.db # ASE database containing calculations for clean surfaces and surfaces with adsorbates</p><p dir="ltr"> - calculations.csv # Content of calculations.db in CSV format<br> - Eads.csv # Tabulated adsorption energies (surface vs. adsorbate)<br> - Gads.csv # Tabulated adsorption free energies (surface vs. adsorbate)<br> - Gads_detailed.csv # Adsorption free energies with detailed contributions<br> - barriers.csv # Calculated activation barriers using the NEB method<br> - pourbaix/ # ASE databases for varying surface coverages of Pd(111), PdO(100), PdO(101), PdO2(110) and RuO2(110) and clean surfaces used to generate Pourbaix diagrams<br> - structures/ # CIF files for all structures in calculations.db</p><p dir="ltr">plots/ # Generated figures<br> - pourbaix/ # Generated Pourbaix diagrams<br> - scalings/ # Generated scaling relation plots<br>get_eads_gads.py # Script for calculating adsorption energies and adsorption free energies from calculations.csv<br>plot_figures.py # Script for generating figures from the mansucript and SI<br>plot_pourbaix.py # Script for generating Pourbaix diagrams<br>plot_scalings.py # Script for generating scaling relation plots<br>README # Overview and instructions</p><p dir="ltr"><br></p><p dir="ltr">## Generating the figures</p><p dir="ltr">Figures can be generated by running the python scripts in the main folder:</p><p><br></p><p dir="ltr">```bash</p><p dir="ltr">python plot_figures.py</p><p dir="ltr">python plot_pourbaix.py</p><p dir="ltr">python plot_scalings.py</p><p>```</p><p><br></p><p dir="ltr">This will generate the following output:</p><p dir="ltr">- Figures 3 to 6 and Figures S5, S10, S11, S16.
Read the rest (2 more)
These figures will be stored in the 'plots' folder.</p><p dir="ltr">- Figures S17, S18 and S19. These figures will be stored in the 'plots/pourbaix' folder.</p><p dir="ltr">- Figures S1 to S4. These figures will be stored in the 'plots/scalings' folder.</p><p><br></p><p dir="ltr">The calculation of adsorption enegries and adsorption free energies based on 'calculations.db' can be reproduced by running:</p><p><br></p><p dir="ltr">```bash</p><p dir="ltr">python get_eads_gads.py</p><p>```</p><p><br></p><p dir="ltr">This will generate the files 'Eads.csv', 'Gads.csv' and 'Gads_detailed.csv' in the 'data' folder.</p><p><br></p><p dir="ltr">## Requirements</p><p><br></p><p dir="ltr">- Python (tested for 3.13.9)</p><p dir="ltr">- numpy (tested for version 2.3.4)</p><p dir="ltr">- pandas (tested for version 2.3.3)</p><p dir="ltr">- matplotlib (tested for version 3.10.7)</p><p dir="ltr">- ase (tested for version 3.26.0)</p><p><br></p><p dir="ltr">## Licenses</p><p><br></p><p dir="ltr">The files and files in the following subfolders are licensed as follows:</p><p><br></p><p dir="ltr">- data/: CC BY 4.0 (creativecommons.org/licenses/by/4.0/)</p><p dir="ltr">- get_eads_gads.py: BSD 3-Clause (opensource.org/licenses/BSD-3-Clause)</p><p dir="ltr">- plot_figures.py: BSD 3-Clause (opensource.org/licenses/BSD-3-Clause)</p><p dir="ltr">- plot_pourbaix.py: BSD 3-Clause (opensource.org/licenses/BSD-3-Clause)</p><p dir="ltr">- plot_scalings.py: BSD 3-Clause (opensource.org/licenses/BSD-3-Clause)</p><p><br></p><p dir="ltr">By running the scripts in this repository, you agree that any output (figures and raw data) generated by the scripts are licensed under Creative Commons Attribution 4.0 (CC BY 4.0, creativecommons.org/licenses/by/4.0/).</p><p><br></p><p dir="ltr">## Citation</p><p><br></p><p dir="ltr">Please cite the following when using this data repository:</p><p><br></p><p dir="ltr">Schütt, P.; Izelaar, B.; Kibsgaard, J.; Bagger, A. (2026).
Associated content for "Selectivity Maps for Electrochemical Ethylene Oxidation to Ethylene Oxide and Ethylene Glycol", DOI: 10.11583/DTU.32877023.</p>
Links
Where it is published
- DOI doi.org/10.11583/dtu.32877023.v2 ↗
DOI / persistent id · from datahub hku hk
Catalogue records · 1
- OAI-PMH record api.figshare.com/v2/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Af… ↗
metadata API · from datahub hku hk
Topics
- From keywords
- Astronomy & Astrophysics · Catalysis and mechanisms of reactions · Catalysis and mechanisms of reactions · Catalysis and mechanisms of reactions · Catalysis and mechanisms of reactions · Chemistry · Chemistry · Chemistry · Chemistry · Computer Science & AI · Computer Science & AI · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Earth & Environmental Science · Economics & Finance · Economics & Finance · Electrochemistry · Electrochemistry · Electrochemistry · Electrochemistry · Engineering · Engineering · Engineering · Humanities · Humanities · Humanities · Life Sciences · Life Sciences · Life Sciences · Materials Science · Mathematics & Statistics · Medicine & Health · Medicine & Health · Ocean & Atmospheric Science · Psychology & Behavioral Science · Social Science · Social Science · Social Science
Provenance · 4 source records, 43 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| HKU DataHub | oai:figshare.com:article/32877023 | 8 d ago | JSON v1 |
| figshare | oai:figshare.com:article/32877023 | 7 d ago | JSON v1 |
| Loughborough Research Repository | oai:figshare.com:article/32877023 | 7 d ago | JSON v1 |
| UP Research Data Repository | oai:figshare.com:article/32877023 | 7 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:340601 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Catalysis and mechanisms of reactions'] |
| concepts[field].anzsrc:field:340601 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Catalysis and mechanisms of reactions'] |
| concepts[field].anzsrc:field:340601 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Catalysis and mechanisms of reactions'] |
| concepts[field].anzsrc:field:340601 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Catalysis and mechanisms of reactions'] |
| concepts[field].anzsrc:field:340604 | mapping · researchdata up ac za | vocabulary-mapper@1.0.0 | keywords['Electrochemistry'] |
| concepts[field].anzsrc:field:340604 | mapping · figshare com | vocabulary-mapper@1.0.0 | keywords['Electrochemistry'] |
| concepts[field].anzsrc:field:340604 | mapping · datahub hku hk | vocabulary-mapper@1.0.0 | keywords['Electrochemistry'] |
| concepts[field].anzsrc:field:340604 | mapping · repository lboro ac uk | vocabulary-mapper@1.0.0 | keywords['Electrochemistry'] |
| concepts[field].local:field:astronomy | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:chemistry | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:computer-science-ai | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:economics-finance | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:engineering | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:engineering | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:humanities | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:humanities | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:humanities | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:materials-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:medicine-health | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:ocean-atmospheric | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:psychology-behavioral | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · figshare com | connector:figshare_com@1.0.0 | |
| concepts[field].local:field:social-science | mapping · repository lboro ac uk | connector:repository_lboro_ac_uk@1.0.0 | |
| concepts[field].local:field:social-science | mapping · researchdata up ac za | connector:researchdata_up_ac_za@1.0.0 | |
| description | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/description |
| license_text | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| publication_date | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | |
| title | source · datahub hku hk | connector:datahub_hku_hk@1.0.0 | /metadata/dc/title |