WebFlorian Heyder is a resident of MD. Lookup the home address and phone 4434544013 and other contact details for this person Florian Heyder is a resident of Annapolis. WebFlorian Heyder, Juan Pedro Mellado, and Jörg Schumacher Accepted 21 September 2024. Abstract. Abstract. We explore the generalization properties of an echo state network applied as a to predict flux-driven two-dimensional turbulent convection. To this end, we consider a convection domain at fixed height with a variable ratio of buoyancy fluxes ...
Florian Heider - Google Sites
WebNov 22, 2024 · Florian Heyder (TU Ilmenau, Germany) Sandeep Pandey (TU Ilmenau, Germany) Joerg Schumacher (TU Ilmenau, Germany) Reservoir computing is one efficient implementation of a recurrent neural network that can describe the evolution of a dynamical system by supervised machine learning without solving the underlying nonlinear partial … WebApr 29, 2024 · Authors: Philipp Pfeffer, Florian Heyder, Jörg Schumacher. Download PDF Abstract: We simulate the nonlinear chaotic dynamics of Lorenz-type models for a classical two-dimensional thermal convection flow with 3 and 8 degrees of freedom by a hybrid quantum--classical reservoir computing model. The high-dimensional quantum reservoir … phoebe cates and kevin kline photos
Florian Heider - Google Sites
WebExperience in computational fluid dynamics (direct numerical simulations with Fortran & C code), machine learning (convolutional and recurrent neural networks) and basic skills in quantum computing (Qiskit). Further, interdisciplinary research experience in computer science (@TU Ilmenau) and regional economy (@Umeå University). Further interest in … WebJan 27, 2024 · Florian Heyder 1 publication. Jörg Schumacher 3 publications . page 7. page 10. page 11. Related Research. research ∙ 01/28/2024. Reservoir computing model of two-dimensional turbulent convection ... WebFlorian Heyder (Ilmenau Tech. U.), Jörg Schumacher (Ilmenau Tech. U. and ; New York U. (main)) (Apr 29, 2024) Published in: Phys.Rev.Res. 4 (2024) 3, 033176 • e-Print: 2204.13951 [quant-ph] pdf DOI cite claim. reference search 2 citations. Embedding classical dynamics in a quantum computer #2. phoebe cates and kevin kline family