Complex chemical reaction networks for breakthrough scalable reservoir computing

Project Information

CORENET

Grant agreement ID: 101046294

DOI

10.3030/101046294

Project closed

EC signature date 2 February 2022

Start date 1 April 2022

End date 31 March 2026

Funded under

• The European Innovation Council (EIC)

Total cost

€ 2 047 125,00

EU contribution

€ 2 047 125,00

Coordinated by

UNIVERSIDAD AUTONOMA DE MADRID
Spain

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (1)

Dissemination and Exploitation Including Communica-tion Activities

This report describes the aims, the strategy and the planned measures related to the communication and dissemination of the project and its results.

Websites, patent fillings, videos etc. (1)

CORENET website

The project website documentation covers technical aspects, the first website structure and initial content.

Publications

Peer reviewed articles (10)

Complex chemical reaction networks for future information processing

Author(s): Katja-Sophia Csizi, Emanuel Lörtscher
Published in: Frontiers in Neuroscience, 2024, ISSN 1662-453X
Publisher: Frontiers in Neuroscience
DOI: 10.3389/FNINS.2024.1379205/FULL

Estimating reaction barriers with deep reinforcement learning

Author(s): Adittya Pal
Published in: Data Science, Issue 7, 2024, ISSN 2451-8484
Publisher: SAGE Publications
DOI: 10.3233/DS-240063

Finding Thermodynamically Favorable Pathways in Chemical Reaction Networks Using Flows in Hypergraphs and Mixed-Integer Linear Programming

Author(s): Adittya Pal, Rolf Fagerberg, Jakob Lykke Andersen, Christoph Flamm, Peter Dittrich, Daniel Merkle
Published in: Journal of Chemical Information and Modeling, Issue 65, 2025, ISSN 1549-9596
Publisher: American Chemical Society (ACS)
DOI: 10.1021/ACS.JCIM.5C00265

The role of Food Science and Foodomics in the implementation of One-Health

Author(s): Ibáñez, Elena; Zhang, Zhaowei; Cifuentes, Alejandro
Published in: Frontiers in Nutrition, 2025, ISSN 2296-861X
Publisher: Front. Nutr.
DOI: 10.3389/FNUT.2025.1662767

The protometabolic nature of prebiotic chemistry

Author(s): Noemí Nogal, Marcos Sanz-Sánchez, Sonia Vela-Gallego, Kepa Ruiz-Mirazo, Andrés de la Escosura
Published in: Chemical Society Reviews, Issue 52, 2024, ISSN 0306-0012
Publisher: Royal Society of Chemistry (RSC)
DOI: 10.1039/D3CS00594A

Opportunities of scalable and electrostatically optimized electrodes for electric field- and current-driven microfluidic applications

Author(s): K.-S. Csizi, A. E. Frackowiak, R. D. Lovchik, E. Lörtscher
Published in: Biomicrofluidics, Issue 19, 2025, ISSN 1932-1058
Publisher: AIP Publishing
DOI: 10.1063/5.0244129

Chemical reservoir computation in a self-organizing reaction network

Author(s): Mathieu G. Baltussen, Thijs J. de Jong, Quentin Duez, William E. Robinson, Wilhelm T.S. Huck
Published in: Nature, 2024, ISSN 1476-4687
Publisher: Springer Nature
DOI: 10.1038/s41586-024-07567-x

Computation in chemical graph rewriting networks

Author(s): Christoph Flamm, Daniel Merkle, Peter F Stadler
Published in: Journal of Physics: Complexity, Issue 6, 2025, ISSN 2632-072X
Publisher: IOP Publishing
DOI: 10.1088/2632-072X/ADB7B1

ChemReservoir—An Open-Source Framework for Chemically-Inspired Reservoir Computing

Author(s): Mehmet Aziz Yirik, Jakob Lykke Andersen, Rolf Fagerberg, Daniel Merkle
Published in: IEEE Access, Issue 13, 2025, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/ACCESS.2025.3602358

NADH-mediated primordial synthesis of amino acids

Author(s): Noemí Nogal, Javier Luis-Barrera, Sonia Vela-Gallego, Fernando Aguilar-Galindo, Andrés de la Escosura
Published in: Organic Chemistry Frontiers, Issue 11, 2024, ISSN 2052-4129
Publisher: Royal Society of Chemistry (RSC)
DOI: 10.1039/D4QO00050A