Results 91 to 100 of about 28,837 (165)

Inexact Uzawa-Double Deep Ritz Method for Weak Adversarial Neural Networks

The emergence of deep learning has stimulated a new class of PDE solvers in which the unknown solution is represented by a neural network. Within this framework, residual minimization in dual norms -- central to weak adversarial neural network approaches -- naturally leads to saddle-point problems whose stability depends on the underlying iterative ...
Benny-Chacko, Emin, Brevis, Ignacio, Espath, Luis, van der Zee, Kristoffer G.   +3 more
openaire   +2 more sources

Refined generalization analysis of the Deep Ritz Method and Physics-Informed Neural Networks

Accepted by ...
Xu, Xianliang, Li, Ye, Huang, Zhongyi
openaire   +2 more sources

Effect of Photosensitiser Chlorin E6 on Cancerous Bone Tumor Cells Using Photodynamic Therapy. [PDF]

Oncol Res
Traub F, Panezai MA, Moisch M, Melke J, Schöbel L, Busse T, Xing F, Sun J, Ritz U.   +8 more
europepmc   +1 more source

Revisiting the upper lateral splay graft: A modified technique for improving internal nasal valve obstruction. [PDF]

JPRAS Open
Gillanders SL, Evora R, Ritz M.
europepmc   +1 more source

Deep Ritz method for solving high-dimensional fractional differential equations

Engineered Science, 2022
openaire   +1 more source

Knowledge-informed deep learning to mitigate bias in joint air pollutant prediction. [PDF]

Environ Int
Li L, Khalili R, Lurmann F, Pavlovic N, Wu J, Xu Y, Liu Y, O'Sharkey K, Ritz B, Oman L, Franklin M, Bastain T, Farzan SF, Breton C, Habre R.   +14 more
europepmc   +1 more source

Jacobi-Ritz formulation for modal analysis of thick, anisotropic and non-uniform electric motor stator assemblies considering axisymmetric vibration modes. [PDF]

Meccanica
Andreou P, Hajjaj AZ, Mohammadpour M, Theodossiades S.   +3 more
europepmc   +1 more source

Local Environmental Effects on Light-Driven CO₂ Reduction in Liposomes. [PDF]

ACS Catal
Abbas A, Jacobi R, Merker I, Müller R, Ritz NR, Kumar N, Elbeheiry HM, Sorsche D, Leopold K, González L, Pannwitz A.   +10 more
europepmc   +1 more source

Monitoring the ramp use of cage-free laying hens with deep learning technologies. [PDF]

Poult Sci
Paneru B, Yang X, Dhungana A, Dahal S, Ritz CW, Kim W, Liu T, Chai L.   +7 more
europepmc   +1 more source

Near-Real-Time Epileptic Seizure Detection with Reduced EEG Electrodes: A BiLSTM-Wavelet Approach on the EPILEPSIAE Dataset. [PDF]

Brain Sci
Afsari K, El Barachi M, Ritz C.
europepmc   +1 more source