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- Multi-task Scattering-Model Classification and Parameter Regression of Nanostructures from
Small-Angle Scattering Data
- Batuhan Yildirim, James Doutch and Jacqueline M. Cole
- ACS Nano (2022). Submitted.
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- Calculating Small-Angle Scattering Intensity Functions from Electron Micrsocopy Images
- Batuhan Yildirim, Adam Washington, James Doutch and Jacqueline M. Cole
- RSC Adv. (2022)
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[paper]
[code]
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- Bayesian Particle Instance Segmentation for Electron Microscopy Image Quantification
- Batuhan Yildirim and Jacqueline M. Cole
- J. Chem. Inf. Model. (2021)
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[paper]
[code]
[demo]
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- 3-D Inorganic Crystal Structure Generation and Property Prediction via Representation
Learning
- Callum J. Court*, Batuhan Yildirim*, Apoorv Jain and Jacqueline M. Cole
- J. Chem. Inf. Model. (2020)
- *Equal Contribution
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[paper]
[code]
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- ImageDataExtractor: A Tool To Extract and Quantify Data from Microscopy Images
- Karim T. Mukaddem, Edward J. Beard, Batuhan Yildirim, and Jacqueline M. Cole
- J. Chem. Inf. Model. (2019)
- [paper]
[code]
[site]
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If you'd like to read any of my publications but can't get past the paywalls, feel free to email me and I'll send
you a copy.