output
20192026
most citedPySINDy: A comprehensive Python package for robust sparse system identification

195 citations

Showing 2021Show all

8 papers · 1 filter

eess.SY2021★ 195 cited

PySINDy: A comprehensive Python package for robust sparse system identification

Alan A. Kaptanoglu, Brian M. de Silva, Urban Fasel +9

Automated data-driven modeling, the process of directly discovering the governing equations of a system from data, is increasingly being used across the scientific community. PySIN…

eess.SY2021★ 24 cited

Multi-scale Deterministic Optimisation of Blended Composite Structures: Case Study of a Box-Wing

M. Picchi Scardaoni, M. I. Izzi, M. Montemurro +3

This work presents a multi-scale design methodology for the deterministic optimisation of thin-walled composite structures integrating a global-local approach for the assessment of…

physics.flu-dyn2021★ 8 cited

Turbulence in electromagnetically-driven Keplerian flows

Marlone Vernet, Michael Pereira, Stephan Fauve +1

The flow of an electrically conducting fluid in a thin disc under the action of an azimuthal Lorentz force is studied experimentally. At small forcing, the Lorentz force is balance…

cond-mat.mtrl-sci2021★ 5 cited

Dewetting of a thin polymer film under shear

Kheireddine Kadri, Jorge Peixinho, Thomas Salez +2

The objective of this work is to study the role of shear on the rupture of ultrathin polymer films. To do so, a finite-difference numerical scheme for the resolution of the thin fi…

math.NA2021★ 6 cited

Model order reduction methods for geometrically nonlinear structures: a review of nonlinear techniques

Cyril Touzé, Alessandra Vizzaccaro, Olivier Thomas

This paper aims at reviewing nonlinear methods for model order reduction of structures with geometric nonlinearity, with a special emphasis on the techniques based on invariant man…

cs.HC2021★ 16 cited

eXtended Reality for Autism Interventions: The importance of Mediation and Sensory-Based Approaches

Valentin Bauer, Tifanie Bouchara, Patrick Bourdot

eXtended Reality (XR) autism research, ranging from Augmented Reality to Virtual Reality, focuses on socio-emotional abilities and high-functioning autism. However common autism in…

physics.flu-dyn2021★ 56 cited

On the role of nonlinear correlations in reduced-order modeling

Jared L. Callaham, Steven L. Brunton, Jean-Christophe Loiseau

A major goal for reduced-order models of unsteady fluid flows is to uncover and exploit latent low-dimensional structure. Proper orthogonal decomposition (POD) provides an energy-o…

cond-mat.soft2021★ 29 cited

Atomic scale mechanisms controlling the oxidation of polyethylene: a first principles study

Yunho Ahn, Xavier Colin, Guido Roma

Understanding the degradation mechanisms of aliphatic polymers by thermal oxidation and radio-oxidation is very important in order to assess their lifetime in a variety of industri…