Learning normal form autoencoders for data-driven discovery of universal,parameter-dependent governing equations

Autor: Kalia, Manu, Brunton, Steven L., Meijer, Hil G. E., Brune, Christoph, Kutz, J. Nathan

Complex systems manifest a small number of instabilities and bifurcations that are canonical in nature, resulting in universal pattern forming characteristics as a function of some parametric dependence. Such parametric instabilities are mathematical

Externí odkaz: http://arxiv.org/abs/2106.05102

Homoclinic saddle to saddle-focus transitions in 4D systems

Autor: Kalia, Manu, Kuznetsov, Yuri A., Meijer, Hil G. E.

A saddle to saddle-focus homoclinic transition when the stable leading eigenspace is 3-dimensional (called the 3DL bifurcation) is analyzed. Here a pair of complex eigenvalues and a real eigenvalue exchange their position relative to the imaginary ax

Externí odkaz: http://arxiv.org/abs/1712.03212

Cusparia trifoliata Engl. (Galipea cusparia St. Hil., G. officinalis Hancock)

Autor: Shakhnoza S. Azimova, Anna I. Glushenkova

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::2957ef0ac1892c27623619497b0354d8
https://doi.org/10.1007/978-0-85729-323-7_2669

Legacy effects of historical gold mining on floodplains of an Australian river.

Autor: Colombi F; Department of Environment and Genetics, School of Agriculture, Biomedicine and Environment, La Trobe University, Albury/Wodonga Campus, Wodonga, VIC, 3690, Australia. 19574689@students.ltu.edu.au., Holland A; Department of Environment and Genetics, School of Agriculture, Biomedicine and Environment, La Trobe University, Albury/Wodonga Campus, Wodonga, VIC, 3690, Australia., Baldwin D; School of Agricultural, Environmental and Veterinary Sciences, Charles Sturt University, Thurgoona, NSW, 2640, Australia.; River and Wetlands, Thurgoona, NSW, Australia., Lawrence S; Department of Archaeology and History, La Trobe University, Bundoora, VIC, 3086, Australia., Davies P; Department of Archaeology and History, La Trobe University, Bundoora, VIC, 3086, Australia., Rutherfurd I; School of Geography, Faculty of Earth and Atmospheric Science, University of Melbourne, 22 Bouverie Street, Melbourne, VIC, 3001, Australia., Grove J; School of Geography, Faculty of Earth and Atmospheric Science, University of Melbourne, 22 Bouverie Street, Melbourne, VIC, 3001, Australia., Turnbull J; Department of Archaeology and History, La Trobe University, Bundoora, VIC, 3086, Australia., Macklin M; School of Geography and Lincoln Centre for Water and Planetary Health, College of Science, University of Lincoln, Lincoln, Lincolnshire, LN6 TS, UK., Hil G; Department of Archaeology and History, La Trobe University, Bundoora, VIC, 3086, Australia., Silvester E; Department of Environment and Genetics, School of Agriculture, Biomedicine and Environment, La Trobe University, Albury/Wodonga Campus, Wodonga, VIC, 3690, Australia.

Publikováno v: Environmental geochemistry and health [Environ Geochem Health] 2024 Jun 13; Vol. 46 (7), pp. 247. Date of Electronic Publication: 2024 Jun 13.

Ion dynamics at the energy-deprived tripartite synapse.

Autor: Kalia, Manu¹ (AUTHOR) m.kalia@utwente.nl, Meijer, Hil G. E.¹ (AUTHOR), van Gils, Stephan A.¹ (AUTHOR), van Putten, Michel J. A. M.² (AUTHOR), Rose, Christine R.³ (AUTHOR)

Publikováno v: PLoS Computational Biology. 6/18/2021, Vol. 17 Issue 6, p1-37. 37p. 3 Diagrams, 8 Charts, 6 Graphs.