lu-group / pinn-sampling Goto Github PK
View Code? Open in Web Editor NEWNon-adaptive and residual-based adaptive sampling for PINNs
License: Apache License 2.0
Non-adaptive and residual-based adaptive sampling for PINNs
License: Apache License 2.0
Hello @lululxvi @MinZhu123 @ChenxiWu123
Thank you for your excellent sharing. Recently I read your article entitled Effective data sampling strategies and boundary condition constraints of physics-informed neural networks for identifying material properties in solid mechanics . The link ( https://github.com/lu-group/pinn-material-identification) shared in the article has expired. Where can I get relevant information?
Thank you very much!
Hello author, I am very interested in you this paper, but I have a little doubt about the one standard deviation drawing method in the paper picture, I hope you can give me a little inspiration. Specifically, I think the shaded part of the one standard deviation should not be the same width above and below the geometric mean curve, because the vertical axis is log scale, but the width of the picture in your paper seems to be the same.
Hello,@lululxvi @MinZhu123 @ChenxiWu123
Thanks for sharing your code, I am encountering a problem as shown below when running the code.
"AttributeError: module 'deepxde.callbacks' has no attribute 'PDEResidualResampler'" in Random_R.py.
I am using TensorFlow 2.7.0. What should I do to solve this problem, I am looking forward to receiving your help.
Thank you very much!
Hello @lululxvi @ChenxiWu123 @MinZhu123
Thank you for sharing your code. Are RAD and RAR-D applicable for coupled PDEs?
It seems that for computing error_eq and err_eq_normalized, we need some modifications.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.