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Datasets:
bsebench-org
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stanford-catenaro-galvanostatic-rates-temp-2021-raw

Tags:
bsebench
raw-mirror
lithium-ion-battery
galvanostatic-discharge
temperature
License:
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The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
_queried_folder_id: string
content_details: struct<content_type: string, created_date: string, download_expiry_time: string, download_url: strin (... 66 chars omitted)
  child 0, content_type: string
  child 1, created_date: string
  child 2, download_expiry_time: string
  child 3, download_url: string
  child 4, id: string
  child 5, sha256_hash: string
  child 6, size: int64
  child 7, view_url: string
filename: string
folder_id: string
id: string
last_modified_date: string
size: int64
status: string
verification: struct<doi_verified: bool, download_endpoint: string, downloaded_at_utc: string, license_verified: b (... 379 chars omitted)
  child 0, doi_verified: bool
  child 1, download_endpoint: string
  child 2, downloaded_at_utc: string
  child 3, license_verified: bool
  child 4, local_zip_bytes: int64
  child 5, local_zip_sha256: string
  child 6, manifest_endpoints: struct<files_template: string, folders: string, snapshot: string>
      child 0, files_template: string
      child 1, folders: string
      child 2, snapshot: string
  child 7, source_api_file_count: int64
  child 8, source_api_folder_count: int64
  child 9, source_page_verified: bool
  child 10, source_reported_zip_bytes: int64
  child 11, source_reported_zip_sha256: string
  child 12, zip_entry_count: int64
  child 13, zip_file_count: int64
  child 14, zip_metadata_endpoint: string
dataset_title: string
target_repo_id: string
source: struct<categories: list<item: string>, contributors: list<item: string>, dataset_id: string, doi: st (... 291 chars omitted)
  child 0, categories: list<item: string>
      child 0, item: string
  child 1, contributors: list<item: string>
      child 0, item: string
  child 2, dataset_id: string
  child 3, doi: string
  child 4, institutions: list<item: string>
      child 0, item: string
  child 5, last_modified_at: string
  child 6, license: struct<category: string, customer_id: null, description: string, full_name: string, id: string, shor (... 28 chars omitted)
      child 0, category: string
      child 1, customer_id: null
      child 2, description: string
      child 3, full_name: string
      child 4, id: string
      child 5, short_name: string
      child 6, url: string
  child 7, name: string
  child 8, published_at: string
  child 9, source_url: string
  child 10, title: string
  child 11, version: int64
packaging: struct<raw_archive_preserved: bool, transformations: list<item: string>, uploaded_payload_files: lis (... 60 chars omitted)
  child 0, raw_archive_preserved: bool
  child 1, transformations: list<item: string>
      child 0, item: string
  child 2, uploaded_payload_files: list<item: struct<bytes: int64, path: string, sha256: string>>
      child 0, item: struct<bytes: int64, path: string, sha256: string>
          child 0, bytes: int64
          child 1, path: string
          child 2, sha256: string
residual_risks: list<item: string>
  child 0, item: string
bsebench_status: string
to
{'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'packaging': {'raw_archive_preserved': Value('bool'), 'transformations': List(Value('string')), 'uploaded_payload_files': List({'bytes': Value('int64'), 'path': Value('string'), 'sha256': Value('string')})}, 'residual_risks': List(Value('string')), 'source': {'categories': List(Value('string')), 'contributors': List(Value('string')), 'dataset_id': Value('string'), 'doi': Value('string'), 'institutions': List(Value('string')), 'last_modified_at': Value('string'), 'license': {'category': Value('string'), 'customer_id': Value('null'), 'description': Value('string'), 'full_name': Value('string'), 'id': Value('string'), 'short_name': Value('string'), 'url': Value('string')}, 'name': Value('string'), 'published_at': Value('string'), 'source_url': Value('string'), 'title': Value('string'), 'version': Value('int64')}, 'target_repo_id': Value('string'), 'verification': {'doi_verified': Value('bool'), 'download_endpoint': Value('string'), 'downloaded_at_utc': Value('string'), 'license_verified': Value('bool'), 'local_zip_bytes': Value('int64'), 'local_zip_sha256': Value('string'), 'manifest_endpoints': {'files_template': Value('string'), 'folders': Value('string'), 'snapshot': Value('string')}, 'source_api_file_count': Value('int64'), 'source_api_folder_count': Value('int64'), 'source_page_verified': Value('bool'), 'source_reported_zip_bytes': Value('int64'), 'source_reported_zip_sha256': Value('string'), 'zip_entry_count': Value('int64'), 'zip_file_count': Value('int64'), 'zip_metadata_endpoint': Value('string')}}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
                  return get_rows(
                         ^^^^^^^^^
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/utils.py", line 77, in get_rows
                  rows_plus_one = list(itertools.islice(ds, rows_max_number + 1))
                                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2690, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2227, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 2251, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 494, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/iterable_dataset.py", line 384, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 299, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              _queried_folder_id: string
              content_details: struct<content_type: string, created_date: string, download_expiry_time: string, download_url: strin (... 66 chars omitted)
                child 0, content_type: string
                child 1, created_date: string
                child 2, download_expiry_time: string
                child 3, download_url: string
                child 4, id: string
                child 5, sha256_hash: string
                child 6, size: int64
                child 7, view_url: string
              filename: string
              folder_id: string
              id: string
              last_modified_date: string
              size: int64
              status: string
              verification: struct<doi_verified: bool, download_endpoint: string, downloaded_at_utc: string, license_verified: b (... 379 chars omitted)
                child 0, doi_verified: bool
                child 1, download_endpoint: string
                child 2, downloaded_at_utc: string
                child 3, license_verified: bool
                child 4, local_zip_bytes: int64
                child 5, local_zip_sha256: string
                child 6, manifest_endpoints: struct<files_template: string, folders: string, snapshot: string>
                    child 0, files_template: string
                    child 1, folders: string
                    child 2, snapshot: string
                child 7, source_api_file_count: int64
                child 8, source_api_folder_count: int64
                child 9, source_page_verified: bool
                child 10, source_reported_zip_bytes: int64
                child 11, source_reported_zip_sha256: string
                child 12, zip_entry_count: int64
                child 13, zip_file_count: int64
                child 14, zip_metadata_endpoint: string
              dataset_title: string
              target_repo_id: string
              source: struct<categories: list<item: string>, contributors: list<item: string>, dataset_id: string, doi: st (... 291 chars omitted)
                child 0, categories: list<item: string>
                    child 0, item: string
                child 1, contributors: list<item: string>
                    child 0, item: string
                child 2, dataset_id: string
                child 3, doi: string
                child 4, institutions: list<item: string>
                    child 0, item: string
                child 5, last_modified_at: string
                child 6, license: struct<category: string, customer_id: null, description: string, full_name: string, id: string, shor (... 28 chars omitted)
                    child 0, category: string
                    child 1, customer_id: null
                    child 2, description: string
                    child 3, full_name: string
                    child 4, id: string
                    child 5, short_name: string
                    child 6, url: string
                child 7, name: string
                child 8, published_at: string
                child 9, source_url: string
                child 10, title: string
                child 11, version: int64
              packaging: struct<raw_archive_preserved: bool, transformations: list<item: string>, uploaded_payload_files: lis (... 60 chars omitted)
                child 0, raw_archive_preserved: bool
                child 1, transformations: list<item: string>
                    child 0, item: string
                child 2, uploaded_payload_files: list<item: struct<bytes: int64, path: string, sha256: string>>
                    child 0, item: struct<bytes: int64, path: string, sha256: string>
                        child 0, bytes: int64
                        child 1, path: string
                        child 2, sha256: string
              residual_risks: list<item: string>
                child 0, item: string
              bsebench_status: string
              to
              {'bsebench_status': Value('string'), 'dataset_title': Value('string'), 'packaging': {'raw_archive_preserved': Value('bool'), 'transformations': List(Value('string')), 'uploaded_payload_files': List({'bytes': Value('int64'), 'path': Value('string'), 'sha256': Value('string')})}, 'residual_risks': List(Value('string')), 'source': {'categories': List(Value('string')), 'contributors': List(Value('string')), 'dataset_id': Value('string'), 'doi': Value('string'), 'institutions': List(Value('string')), 'last_modified_at': Value('string'), 'license': {'category': Value('string'), 'customer_id': Value('null'), 'description': Value('string'), 'full_name': Value('string'), 'id': Value('string'), 'short_name': Value('string'), 'url': Value('string')}, 'name': Value('string'), 'published_at': Value('string'), 'source_url': Value('string'), 'title': Value('string'), 'version': Value('int64')}, 'target_repo_id': Value('string'), 'verification': {'doi_verified': Value('bool'), 'download_endpoint': Value('string'), 'downloaded_at_utc': Value('string'), 'license_verified': Value('bool'), 'local_zip_bytes': Value('int64'), 'local_zip_sha256': Value('string'), 'manifest_endpoints': {'files_template': Value('string'), 'folders': Value('string'), 'snapshot': Value('string')}, 'source_api_file_count': Value('int64'), 'source_api_folder_count': Value('int64'), 'source_page_verified': Value('bool'), 'source_reported_zip_bytes': Value('int64'), 'source_reported_zip_sha256': Value('string'), 'zip_entry_count': Value('int64'), 'zip_file_count': Value('int64'), 'zip_metadata_endpoint': Value('string')}}
              because column names don't match

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Experimental lithium-ion battery galvanostatic discharge data at different rates and temperatures

BSEBench Status

raw_mirror_pending_validation

This repository is a raw mirror for BSEBench intake. The source archive is preserved as downloaded from Mendeley Data. No benchmark splits, labels, derived metrics, performance claims, or validation conclusions are provided here.

Source

  • Source repository: Mendeley Data
  • Source URL: https://data.mendeley.com/datasets/kxsbr4x3j2/2
  • DOI: https://doi.org/10.17632/kxsbr4x3j2.2
  • Source title: Experimental data of three lithium-ion batteries under galvanostatic discharge tests at different C-rates and operating temperatures
  • Contributors: Edoardo Catenaro; Simona Onori
  • Published: 2021-02-09
  • Version mirrored: 2
  • Institution shown on source page: Stanford University
  • License: Creative Commons Attribution 4.0 International (CC BY 4.0)

Suggested citation from the source:

Catenaro, Edoardo; Onori, Simona (2021), "Experimental data of three lithium-ion batteries under galvanostatic discharge tests at different C-rates and operating temperatures", Mendeley Data, V2, doi: 10.17632/kxsbr4x3j2.2

Contents

  • raw/kxsbr4x3j2-2.zip: Mendeley Data "Download All" ZIP for dataset kxsbr4x3j2, version 2.
  • metadata/mendeley_snapshot.json: Source snapshot metadata from Mendeley public API.
  • metadata/mendeley_folders.json: Source folder tree from Mendeley public API.
  • metadata/mendeley_files.json: Source file manifest from Mendeley public API.
  • metadata/mendeley_zip_metadata.json: Source ZIP metadata reported by Mendeley.
  • metadata/source_retrieval_summary.json: Retrieval endpoint and count summary.
  • metadata/zip_file_list.json: ZIP central-directory listing generated locally for validation.
  • BSEBENCH_SOURCE.json: Machine-readable BSEBench provenance.
  • SHA256SUMS.txt: SHA-256 checksums for uploaded files.

The source API reported 334 files in 14 folders. The downloaded ZIP contains 334 file entries and has SHA-256:

b37b8b9d221061be624c8c7a16796be3ec4e5513b7d902ca6be0e8af6cb31006

Provenance

Downloaded on 2026-05-08 from the official Mendeley Data source endpoint:

https://data.mendeley.com/public-api/zip/kxsbr4x3j2/download/2

The download endpoint redirected to Mendeley Data's signed S3 cache URL. The local file size and SHA-256 match the archive metadata reported by:

https://data.mendeley.com/api/datasets-v2/datasets/kxsbr4x3j2/zip?version=2

License

The source page and Mendeley public API identify the dataset license as CC BY 4.0:

https://creativecommons.org/licenses/by/4.0/

Users are responsible for following the license terms and citing the original source.
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