cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18679833
title: The SEM study of contact printed nanowires_2

description: This is the SEM study of the contact printed nanowires, described in the paper, https://advanced.onlinelibrary.wiley.com/doi/full/10.1002/adfm.202412299

https://doi.org/10.1002/adfm.202412299Digital Object Identifier (DOI)
DOI: 10.5281/zenodo.18679834
title: The SEM study of contact printed nanowires_2

description: This is the SEM study of the contact printed nanowires, described in the paper, https://advanced.onlinelibrary.wiley.com/doi/full/10.1002/adfm.202412299

https://doi.org/10.1002/adfm.202412299Digital Object Identifier (DOI)
DOI: 10.15468/dl.ynsyng
title: Occurrence Download

description: A dataset containing 6798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pandion haliaetus",
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((17.747043 59.371954, 17.966772 59.371954, 17.966772 59.494868, 17.747043 59.494868, 17.747043 59.371954))"
 ]
}

 The dataset includes 6798 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027021-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21942/uva.31084064
title: Gebarenstrand_A_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084064.v1
title: Gebarenstrand_A_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084082
title: Gebarenstrand_B_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084082.v1
title: Gebarenstrand_B_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084251
title: Gebarenstrand_B_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084251.v1
title: Gebarenstrand_B_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113842
title: Gebarenstrand_B_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113842.v1
title: Gebarenstrand_B_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084367
title: Gebarenstrand_C_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084367.v1
title: Gebarenstrand_C_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084385
title: Gebarenstrand_D_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084385.v1
title: Gebarenstrand_D_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114288
title: Gebarenstrand_D_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114288.v1
title: Gebarenstrand_D_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084675
title: Gebarenstrand_E_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084675.v1
title: Gebarenstrand_E_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084678
title: Gebarenstrand_F_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31084678.v1
title: Gebarenstrand_F_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31085112
title: Gebarenstrand_G_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31085112.v1
title: Gebarenstrand_G_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113905
title: Gebarenstrand_G_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113905.v1
title: Gebarenstrand_G_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31085558
title: Gebarenstrand_H_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31085558.v1
title: Gebarenstrand_H_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114336
title: Gebarenstrand_H_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114336.v1
title: Gebarenstrand_H_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114603
title: Gebarenstrand_I_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31114603.v1
title: Gebarenstrand_I_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31091006
title: Gebarenstrand_J_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31091006.v1
title: Gebarenstrand_J_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092650
title: Gebarenstrand_K_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092650.v1
title: Gebarenstrand_K_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092915
title: Gebarenstrand_K_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092915.v1
title: Gebarenstrand_K_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092943
title: Gebarenstrand_K_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31092943.v1
title: Gebarenstrand_K_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113569
title: Gebarenstrand_K_part4

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113569.v1
title: Gebarenstrand_K_part4

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093162
title: Gebarenstrand_L_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093162.v1
title: Gebarenstrand_L_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093206
title: Gebarenstrand_L_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093206.v1
title: Gebarenstrand_L_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093247
title: Gebarenstrand_M_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093247.v1
title: Gebarenstrand_M_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113647
title: Gebarenstrand_M_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113647.v1
title: Gebarenstrand_M_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093365
title: Gebarenstrand_N_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093365.v1
title: Gebarenstrand_N_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093514
title: Gebarenstrand_O_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093514.v1
title: Gebarenstrand_O_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113857
title: Gebarenstrand_O_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113857.v1
title: Gebarenstrand_O_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093579
title: Gebarenstrand_P_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093579.v1
title: Gebarenstrand_P_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093671
title: Gebarenstrand_P_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093671.v1
title: Gebarenstrand_P_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093679
title: Gebarenstrand_P_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093679.v1
title: Gebarenstrand_P_part3

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093843
title: Gebarenstrand_R_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093843.v1
title: Gebarenstrand_R_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.5281/zenodo.16723902
title: UoomiNumPy-deepseek-1.5B-educational-Project-Quant Recovery

description: UoomiNumPy-deepseek-1.5B Educational Project

Quickly dissect the technical foundations of the DeepSeek-R1-1.5B large language model using UoomiNumPy, then run it directly on CPU for instant testing without any frameworks.

 👨‍💻 Author

**uxiaosu** (TensorLinx / Shanghai Lingxi Matrix Technology Co., Ltd.)

📧 Contact: contact@tensorlinx.com🔗 Project: https://github.com/uxiaosu/UoomiNumPy-deepseek-1.5B-Educational-Project

---

📝 Academic Citation

If you use this project in academic research, please cite:

```bibtex@software{uoominum_deepseek_2025,  author = {uxiaosu},  title = {UoomiNumPy-deepseek-1.5B-Educational-Project: A Pure NumPy Implementation of DeepSeek Language Model},  year = {2025},  organization = {TensorLinx / Shanghai Lingxi Matrix Technology Co., Ltd.},  url = {https://github.com/uxiaosu/UoomiNumPy-deepseek-1.5B-Educational-Project}}```
DOI: 10.5281/zenodo.16723903
title: UoomiNumPy-deepseek-1.5B-educational-Project-Quant Recovery

description: UoomiNumPy-deepseek-1.5B Educational Project

Quickly dissect the technical foundations of the DeepSeek-R1-1.5B large language model using UoomiNumPy, then run it directly on CPU for instant testing without any frameworks.

 👨‍💻 Author

**uxiaosu** (TensorLinx / Shanghai Lingxi Matrix Technology Co., Ltd.)

📧 Contact: contact@tensorlinx.com🔗 Project: https://github.com/uxiaosu/UoomiNumPy-deepseek-1.5B-Educational-Project

---

📝 Academic Citation

If you use this project in academic research, please cite:

```bibtex@software{uoominum_deepseek_2025,  author = {uxiaosu},  title = {UoomiNumPy-deepseek-1.5B-Educational-Project: A Pure NumPy Implementation of DeepSeek Language Model},  year = {2025},  organization = {TensorLinx / Shanghai Lingxi Matrix Technology Co., Ltd.},  url = {https://github.com/uxiaosu/UoomiNumPy-deepseek-1.5B-Educational-Project}}```
DOI: 10.21942/uva.31113923
title: Gebarenstrand_R_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31113923.v1
title: Gebarenstrand_R_part2

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.
DOI: 10.21942/uva.31093894
title: Gebarenstrand_S_part1

description: Sign language video recordings from the Gebarenstrand / SignBeach project. Contains Dutch Sign Language (NGT) videos recorded from left (L), middle (M), and right (R) camera angles. Each video is named using the pattern: word_signer_orientation_camera_video.mp4.