Physics informed algorithms for sensing and navigating turbulent environments

Project Information

RIDING

Grant agreement ID: 101002724

DOI

10.3030/101002724

EC signature date 15 July 2021

Start date 1 August 2021

End date 31 July 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 973 485,00

EU contribution

€ 1 973 485,00

Coordinated by

UNIVERSITA DEGLI STUDI DI GENOVA
Italy

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 .

Publications

Peer reviewed articles (7)

Molecular tuning of sea anemone stinging

Author(s): Lily S He, Yujia Qi, Corey AH Allard, Wendy A Valencia-Montoya, Stephanie P Krueger, Keiko Weir, Agnese Seminara, Nicholas W Bellono
Published in: eLife, 2023, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.88900

Physics informed machine learning for wind speed prediction

Author(s): Daniele Lagomarsino-Oneto, Giacomo Meanti, Nicolo Pagliana, Andrea Verri, Andrea Mazzino, Lorenzo Rosasco, Agnese Seminara
Published in: Energy, 2023, ISSN 0360-5442
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.energy.2023.126628

Reconstitution of ORP-mediated lipid exchange coupled to PI4P metabolism

Author(s): Nicolas Fuggetta, Nicola Rigolli, Maud Magdeleine, Amazigh Hamaï, Agnese Seminara, and Guillaume Drin
Published in: Proceedings of the National Academy of Sciences, 2024, ISSN 1091-6490
Publisher: PNAS
DOI: 10.1073/pnas.2315493121

Evolution of novel sensory organs in fish with legs

Author(s): Corey A.H. Allard, Amy L. Herbert, Stephanie P. Krueger, Qiaoyi Liang, Brittany L. Walsh, Andrew L. Rhyne, Allex N. Gourlay, Agnese Seminara, Maude W. Baldwin, David M. Kingsley, Nicholas W. Bellono
Published in: Current Biology, Issue 34, 2024, Page(s) 4349-4356.e7, ISSN 0960-9822
Publisher: Cell Press
DOI: 10.1016/j.cub.2024.08.014

Alternation emerges as a multi-modal strategy for turbulent odor navigation

Author(s): Gautam Reddy; Nicola Rigolli; Agnese Seminara; Massimo Vergassola
Published in: eLife, 2022, Page(s) 11:e76989, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.76989

Learning to predict target location with turbulent odor plumes.

Author(s): Nicola Rigolli; Nicodemo Magnoli; Lorenzo Rosasco; Agnese Seminara
Published in: eLife, 2022, Page(s) 0:e72196, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.72196

Differences in spore size and atmospheric survival shape stark contrasts in the dispersal dynamics of two closely related fungal pathogens

Author(s): Jacob J. Golan, Daniele Lagomarsino Oneto, Shunping Ding, Richard Kessenich, Melvin Sandler, Tomás A. Rush, Daniel Levitis, Amanda Gevens, Agnese Seminara, Anne Pringle
Published in: Fungal Ecology, 2023, ISSN 1754-5048
Publisher: Elsevier BV
DOI: 10.1016/j.funeco.2023.101298

Other (1)

Q-Learning to navigate turbulence without a map

Author(s): Marco Rando, Martin James, Alessandro Verri, Lorenzo Rosasco, Agnese Seminara
Published in: arXiv, 2024
Publisher: arXiv
DOI: 10.48550/arxiv.2404.17495

Thesis and dissertations (3)

Navigating by Scent: A Model-Based Approach to Olfactory Navigation using Partially Observable Markov Decision Processes

Author(s): Arnaud Ruymaekers
Published in: Github repository, 2024
Publisher: Master Thesis University of Genoa

How to make olfactory predictions when proprioception is imperfect? a bayesian framework for an octopus-inspired sensory system.

Author(s): Francesco Marcolli
Published in: Thesis archive University of Milan, 2022
Publisher: Minerva, University of Milan

Olfactory navigation : how to make decisions using a sparse signal

Author(s): Nicola Rigolli
Published in: HAL Repository, 2022
Publisher: HAL Repository