About

Log in?

DTU users get better search results including licensed content and discounts on order fees.

Anyone can log in and get personalized features such as favorites, tags and feeds.

Log in as DTU user Log in as non-DTU user No thanks

DTU Findit

Interpreted as:

title:(Physics-informed AND Neural AND Networks AND for AND Solving AND Inverse AND Problems AND of AND Nonlinear AND Biot's AND Equations\: AND Batch AND Training)

Suggestions: Include records that partially match the query

Filter results
Access
Type
Language
Year
From DTU
Advanced
1 Conference paper

Physics-informed Neural Networks for Solving Inverse Problems of Nonlinear Biot's Equations: Batch Training

Kadeethum, Teeratorn; Jørgensen, Thomas Martini; Nick, Hamid

Proceedings of 54th Arma Us Rock Mechanics / Geomechanics Symposium — 2020

the inverse problem with regard to the nonlinear Biot's equations. Specifically, we consider batch training and explore the effect of different batch sizes. The results show that training with small batch sizes, i.e., a few examples per batch, provides better approximations (lower percentage error

Year: 2020

Language: English

ekdmngbh jci aoflp
2 Preprint article

Physics-informed Neural Networks for Solving Inverse Problems of Nonlinear Biot's Equations: Batch Training

the inverse problem with regard to the nonlinear Biot's equations. Specifically, we consider batch training and explore the effect of different batch sizes. The results show that training with small batch sizes, i.e., a few examples per batch, provides better approximations (lower percentage error

Year: 2020

Language: Undetermined

bmka gcjf pehl oind

DTU users get better search results including licensed content and discounts on order fees.

Log in as DTU user