| --- |
| pretty_name: CurveDiff Dataset |
| license: other |
| language: |
| - en |
| tags: |
| - materials science |
| - corrosion |
| - polarization curves |
| - stress-strain curves |
| - diffusion models |
| - materials informatics |
| --- |
| |
| # CurveDiff Dataset |
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| ## Overview |
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| This repository contains the datasets used to develop and evaluate CurveDiff, a multimodal conditional diffusion framework for generating complete materials response curves. |
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| The datasets integrate heterogeneous materials information, including chemical composition, processing history, microstructure and experimental conditions. |
|
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| ## Dataset contents |
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| The repository contains two main datasets: |
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| ### Corrosion polarization curves |
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| The polarization dataset includes: |
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| - chemical composition; |
| - processing history; |
| - microstructural descriptions; |
| - electrochemical test conditions; |
| - potential and current-density sequences; |
| - DOIs of the corresponding source publications. |
|
|
| ### Stress–strain curves |
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| The stress–strain dataset includes: |
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| - chemical composition; |
| - processing descriptions; |
| - tensile test conditions; |
| - strain and stress sequences; |
| - DOIs of the corresponding source publications. |
|
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| ## Data processing |
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| The curves were collected or digitized from scientific publications and subsequently processed for machine-learning applications. Processing included unit standardization, quality control, interpolation, resampling and normalization. |
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| The preprocessing scripts and model implementation are available from: |
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| https://github.com/MGEdata/CurveDiff |
|
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| ## Access conditions |
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| This is a gated dataset. Access requests are reviewed manually. |
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| The dataset is provided primarily for academic and non-commercial research. Approved users agree to: |
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| - use the dataset only for the stated research purpose; |
| - not redistribute or publicly repost the dataset; |
| - cite the CurveDiff paper and relevant source publications; |
| - comply with the copyright and licensing terms of the original publications. |
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| Commercial use requires prior written permission from the dataset authors and, where applicable, the relevant third-party rights holders. |
|
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| ## Licence |
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| The dataset is distributed under the **CurveDiff Research Data Use Agreement**, provided in the `LICENSE` file. |
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| The licence applies only to rights held by the CurveDiff authors. Rights associated with data derived from third-party publications remain with the corresponding authors, publishers or other rights holders. |
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