From a338cfa3d33afe5d409aa1192a22939a1108b531 Mon Sep 17 00:00:00 2001 From: Kevin Chung Date: Thu, 17 Oct 2024 12:02:27 -0700 Subject: [PATCH] added references --- .github/workflows/sphinx.yml | 2 +- docs/source/index.rst | 9 +++++++++ 2 files changed, 10 insertions(+), 1 deletion(-) diff --git a/.github/workflows/sphinx.yml b/.github/workflows/sphinx.yml index 557608b..c3074a8 100644 --- a/.github/workflows/sphinx.yml +++ b/.github/workflows/sphinx.yml @@ -41,7 +41,7 @@ jobs: path: docs/build/ - name: Deploy uses: peaceiris/actions-gh-pages@v3 - if: github.ref == 'refs/heads/main' + # if: github.ref == 'refs/heads/main' with: github_token: ${{ secrets.GITHUB_TOKEN }} publish_dir: docs/build \ No newline at end of file diff --git a/docs/source/index.rst b/docs/source/index.rst index bb10aef..026fa92 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -11,6 +11,15 @@ LaSDI maps full-order PDE solutions to a latent space using autoencoders and lea By interpolating and solving the ODE system in the reduced latent space, fast and accurate ROM predictions can be made by feeding the predicted latent space dynamics into the decoder. It also supports parametric interpolation of latent dynamics according to uncertainties evaluated via Gaussian process. +References +=================== +* Fries, William D., Xiaolong He, and Youngsoo Choi. "LaSDI: Parametric latent space dynamics identification." Computer Methods in Applied Mechanics and Engineering 399 (2022): 115436. +* He, Xiaolong, Youngsoo Choi, William D. Fries, Jonathan L. Belof, and Jiun-Shyan Chen. "gLaSDI: Parametric physics-informed greedy latent space dynamics identification." Journal of Computational Physics 489 (2023): 112267. +* Tran, April, Xiaolong He, Daniel A. Messenger, Youngsoo Choi, and David M. Bortz. "Weak-form latent space dynamics identification." Computer Methods in Applied Mechanics and Engineering 427 (2024): 116998. +* Park, Jun Sur Richard, Siu Wun Cheung, Youngsoo Choi, and Yeonjong Shin. "tLaSDI: Thermodynamics-informed latent space dynamics identification." arXiv preprint arXiv:2403.05848 (2024). +* Bonneville, Christophe, Youngsoo Choi, Debojyoti Ghosh, and Jonathan L. Belof. "Gplasdi: Gaussian process-based interpretable latent space dynamics identification through deep autoencoder." Computer Methods in Applied Mechanics and Engineering 418 (2024): 116535. +* He, Xiaolong, April Tran, David M. Bortz, and Youngsoo Choi. "Physics-informed active learning with simultaneous weak-form latent space dynamics identification." arXiv preprint arXiv:2407.00337 (2024). + .. toctree:: :maxdepth: 2 :caption: Contents: