The Scialog: Advanced Bioimaging initiative has selected Paris Perdikaris, Assistant Professor of Mechanical Engineering and Applied Mechanics, to be part of its first cohort of researchers.
September 8, 2021
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks
Professor Paris Perdikaris, Assistant ProfessorMechanical Engineering and Applied Mechanics, has a new paper out in Computer Methods in…
June 14, 2021
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets
The Perdikaris Group has a new paper in preprint about deep operator networks. Abstract Deep operator networks (DeepONets)…
April 1, 2021
The Perdikaris Group has a new paper out in the Journal of Heat Transfer.
March 30, 2021
In the article, “Lessons machine-learned” in the United States Department of Energy’s (DOE) ASCR Discovery, Professor Paris Perdikaris discusses…
June 10, 2019