Add JARVIS_AGRA_CHO files
Browse files- README.md +55 -0
- co/co_0.parquet +3 -0
- ds.parquet +3 -0
README.md
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---
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configs:
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- config_name: default
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data_files: "co/*.parquet"
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- config_name: info
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data_files: "ds.parquet"
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license: cc-by-4.0
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tags:
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- molecular dynamics
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- mlip
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- interatomic potential
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pretty_name: JARVIS AGRA CHO
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---
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### <details><summary>Cite this dataset </summary>Chen, Z. W., Gariepy, Z., Chen, L., Yao, X., Anand, A., Liu, S., Feugmo, C. G. T., Tamblyn, I., and Singh, C. V. _JARVIS AGRA CHO_. ColabFit, 2023. https://doi.org/10.60732/91b60711</details>
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#### This dataset has been curated and formatted for the ColabFit Exchange
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#### This dataset is also available on the ColabFit Exchange:
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https://materials.colabfit.org/id/DS_z3s0qui5vg5c_0
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#### Visit the ColabFit Exchange to search additional datasets by author, description, element content and more.
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https://materials.colabfit.org
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<br><hr>
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# Dataset Name
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JARVIS AGRA CHO
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### Description
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The JARVIS_AGRA_CHO dataset is part of the joint automated repository for various integrated simulations (JARVIS) DFT database. This dataset contains data from the CO2 reduction reaction (CO2RR) dataset from Chen et al., as used in the automated graph representation algorithm (AGRA) training dataset: a collection of DFT training data for training a graph representation method to extract the local chemical environment of metallic surface adsorption sites. JARVIS is a set of tools and datasets built to meet current materials design challenges.
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### Dataset authors
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Zhi Wen Chen, Zachary Gariepy, Lixin Chen, Xue Yao, Abu Anand, Szu-Jia Liu, Conrard Giresse Tetsassi Feugmo, Isaac Tamblyn, Chandra Veer Singh
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### Publication
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https://doi.org/10.1021/acscatal.2c03675
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### Original data link
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https://figshare.com/ndownloader/files/41923284
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### License
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CC-BY-4.0
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### Number of unique molecular configurations
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216
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### Number of atoms
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14472
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### Elements included
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C, Co, Cu, Fe, H, Mo, Ni, O
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### Properties included
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adsorption energy, cauchy stress
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<br>
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<hr>
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# Usage
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- `ds.parquet` : Aggregated dataset information.
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- `co/` directory: Configuration rows each include a structure, calculated properties, and metadata.
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- `cs/` directory : Configuration sets are subsets of configurations grouped by some common characteristic. If `cs/` does not exist, no configurations sets have been defined for this dataset.
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- `cs_co_map/` directory : The mapping of configurations to configuration sets (if defined).
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<br>
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#### ColabFit Exchange documentation includes descriptions of content and example code for parsing parquet files:
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- [Parquet parsing: example code](https://materials.colabfit.org/docs/how_to_use_parquet)
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- [Dataset info schema](https://materials.colabfit.org/docs/dataset_schema)
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- [Configuration schema](https://materials.colabfit.org/docs/configuration_schema)
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- [Configuration set schema](https://materials.colabfit.org/docs/configuration_set_schema)
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- [Configuration set to configuration mapping schema](https://materials.colabfit.org/docs/cs_co_mapping_schema)
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co/co_0.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f98c6db0adc16a1438ac4f9c454c3104be7a9244464e07478ac610468eece6e0
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size 316812
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ds.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ef963912f42f72b645b5c5957cd58b470bbfed8661e2839da91080a87305629d
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size 18747
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