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

Author:

Wong Kelvin1ORCID,Qi Runzhang23,Yang Ye13ORCID,Luo Zhi4ORCID,Guldin Stefan156ORCID,Butler Keith T.7ORCID

Affiliation:

1. Department of Chemical Engineering, University College London, Torrington Place, London WC1E 7JE, U.K.

2. Yusuf Hamied Department of Chemistry, Centre for Misfolding Diseases, University of Cambridge, Lensfield Road, Cambridge CB2 1EW, U.K.

3. Langmu Bio, Building 2, 112 Jinjiadulu, Yuhang, Hangzhou 311112, China

4. Guangdong Provincial Key Laboratory of Advanced Biomaterials, Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen 518055, China

5. Department of Life Science Engineering, Technical University of Munich, Gregor-Mendel-Straße 4, 85354 Freising, Germany

6. TUMCREATE, 1 CREATE Way, #10-02 CREATE Tower, 138602, Singapore

7. Department of Chemistry, University College London, Kathleen Lonsdale Building, Gower Place, London, WC1E 6BS, U.K.

Funder

Engineering and Physical Sciences Research Council

Publisher

American Chemical Society (ACS)

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