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Structural Dynamics  

                                                          Call for Papers
Special Topic: Artificial Intelligence and Structural Science   

Research at large scale facilities such as free electron lasers and synchrotrons has generated large sets of experimental data which allow for determining equilibrium and transient structures of matter. The advent of high-repetition rate free electron lasers will result in data sets of unprecedented size. The adequate analysis of such data requires new and highly efficient methods.
       Moreover, the general availability of large data sets allow for testing and implementation new numerical approaches and tools. In this context, machine learning and methods based on artificial intelligence are highly relevant and hot topics of current research. Artificial intelligence also has profoundly impacted work at the other end of the spectrum, providing neural networks that are substantially more effective at protein design. Those networks open access to much larger regions of amino acid sequence space in which to search for functional macromolecules and how they vary with sequence.

The     Special Topic  aims to explore the unprecedented enhancement of both the input to, and the outputs from structural science.

      Topics covered include, but are not limited to: 

                              •      Data selection and analysis making use of ML and AI

            •      Algorithms and software for data analysis and statistics

            •      High-speed wide-area data transfer and storage

                        •      Prototypical applications in time-resolved structure research

            •      Structural bioinformatics

      Submission Deadline: September 30, 2024   

      LEARN MORE >

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Pages

Tuesday, April 30, 2024

Artificial Intelligence and Structural Science – Now Open for Submissions

Call for Papers

Special Topic: Artificial Intelligence and Structural Science

Submission Deadline: September 30, 2024

Volume 62, Issue 5 TOC Alert