https://www.dagstuhl.de/17452

November 5 – 10 , 2017, Dagstuhl Seminar 17452

Algorithmic Cheminformatics

Organizers

Jakob Lykke Andersen (Tokyo Institute of Technology, JP)
Christoph Flamm (Universität Wien, AT)
Daniel Merkle (University of Southern Denmark – Odense, DK)
Peter F. Stadler (Universität Leipzig, DE)

For support, please contact

Dagstuhl Service Team

Documents

Dagstuhl Report, Volume 7, Issue 11 Dagstuhl Report
Aims & Scope
List of Participants
Shared Documents

Summary

Cheminformatics is the application of algorithms, combinatorial approaches, and formal methods from Computer Science to problems in Chemistry. While being formally a very old research field, building the theoretical foundations for Cheminformatics seen from the perspective of state-of-the-art theoretical Computer Science is not at all established research. The second edition of the seminar on ``Algorithmic Cheminformatics'' brought together researchers working in Chemistry, Cheminformatics, and most importantly the relevant fields in Computer Science related to it. In contrast to the first Dagstuhl meeting in 2014, we specifically focused on the analysis of the behaviour of chemical systems in terms of reaction networks. This includes both networks inferred from experimental data, as well as networks implicitly specified by for example formal grammars. We integrated experts in concurrency theory, in particular using process calculi, Petri nets, and related formal approaches. State-of-the-art results in these fields are hardly used to infer qualitative and/or quantitative properties of chemical reaction systems, which are highly concurrent systems by nature. Most current modeling approaches in chemistry are either very abstract and aimed at formal algebraic properties of reaction networks, or use precise modeling on a very fine grained level such as the quantum mechanical one where computational costs prevent handling of more than a few molecules. In this seminar we therefore seeked to advance discrete modeling approaches for Systems Chemistry. In addition to bringing together the experts in the respective fields from Computer Science, we also invited wet-lab chemists in order to cross-fertilize the fields and generate mutually beneficial activities.

License
  Creative Commons BY 3.0 Unported license
  Jakob Lykke Andersen, Christoph Flamm, Daniel Merkle, and Peter F. Stadler

Related Dagstuhl Seminar

Classification

  • Networks
  • Semantics / Formal Methods

Keywords

  • Process algebras
  • Petri nets
  • Concurrency theory
  • Graph transformation
  • Reaction networks

Book exhibition

Books from the participants of the current Seminar 

Book exhibition in the library, ground floor, during the seminar week.

Documentation

In the series Dagstuhl Reports each Dagstuhl Seminar and Dagstuhl Perspectives Workshop is documented. The seminar organizers, in cooperation with the collector, prepare a report that includes contributions from the participants' talks together with a summary of the seminar.

 

Download overview leaflet (PDF).

Publications

Furthermore, a comprehensive peer-reviewed collection of research papers can be published in the series Dagstuhl Follow-Ups.

Dagstuhl's Impact

Please inform us when a publication was published as a result from your seminar. These publications are listed in the category Dagstuhl's Impact and are presented on a special shelf on the ground floor of the library.

NSF young researcher support