Predicting Colloidal Interaction Parameters from Small-Angle X‑ray Scattering Curves Using Artificial Neural Networks and Markov Chain Monte Carlo Sampling

• Kelvin Wong,
• Runzhang Qi,
• Ye Yang,
• Zhi Luo,
• Stefan Guldin,
• Keith T. Butler

Affiliations

Kelvin Wong

Department of Chemical Engineering, University College London, London, U.K.

Runzhang Qi

Yusuf Hamied Department of Chemistry, Centre for Misfolding Diseases, University of Cambridge, Cambridge, U.K.

Ye Yang

Department of Chemical Engineering, University College London, London, U.K.

Zhi Luo

Guangdong Provincial Key Laboratory of Advanced Biomaterials, Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, China

Stefan Guldin

Department of Chemical Engineering, University College London, London, U.K.

Keith T. Butler

Department of Chemistry, University College London, London, U.K.