From 8b8bfa88d41e09f555f23bc8cf42f59f97be9a84 Mon Sep 17 00:00:00 2001 From: NT Date: Sun, 11 Apr 2021 15:08:07 +0800 Subject: [PATCH] updated intro --- intro.md | 67 +++----------------------------------------------------- 1 file changed, 3 insertions(+), 64 deletions(-) diff --git a/intro.md b/intro.md index af274c7..ef71280 100644 --- a/intro.md +++ b/intro.md @@ -56,74 +56,13 @@ Oh, and it's great because it's [literate programming](https://en.wikipedia.org/ ## Thanks! -The contents of the following files would not have been possible without the help of many people. Here's an alphabetical list. Big kudos to everyone 🙏 +This project would not have been possible without the help of many people who contributed. Thanks to everyone 🙏 Here's an alphabetical list: - [Philipp Holl](https://ge.in.tum.de/about/) -- [Maximilian Mueller](https://www.tum.de) +- [Georg Kohl](https://ge.in.tum.de/about/georg-kohl/) +- [Maximilian Mueller](https://ge.in.tum.de/about/) - [Patrick Schnell](https://ge.in.tum.de/about/patrick-schnell/) - [Nils Thuerey](https://ge.in.tum.de/about/n-thuerey/) - [Kiwon Um](https://ge.in.tum.de/about/kiwon/) - - ---- - - -## TODOs , include - -- update teaser image -- DP intro, check transpose of Jacobians in equations -- fix phiflow2 , diffphys-code-ns.ipynb -- outlook: include latent space physics & LSTMs, also ContConv benjamin (see below) - - - - -## Other planned content - -Supervised simple starting point - -- add surrogates for shape opt? - -Physical losses - -- PINNs -> are unsupervised a la tompson; all DL NNs are "supervised" during learning, unsup just means not precomputed and goes through function - -- discuss CG solver, tompson as basic ''unsupervisedd'' example? - -Diff phys, start with overview of idea: gradients via autodiff, then run GD - -- illustrate and discuss gradients -> mult. for chain rule; (later: more general PG chain w func composition) - -beyond GD: re-cap newton & co - -Phys grad (PGs) as fundamental improvement, PNAS case; add more complex one? - PG update of poisson eq? see PNAS-template-main.tex.bak01-poissonUpdate , explicitly lists GD and PG updates - -- PGa 2020 Sept, content: ML & opt - Gradients.pdf, -> overleaf-physgrad/ - -- PGb 201002-beforeVac, content: v1,v2,old - more PG focused - -> general intro versions - -TODO, for version 2.x add: - -time series, sequence prediction?] {cite}`wiewel2019lss,bkim2019deep,wiewel2020lsssubdiv` - include DeepFluids variant? - -[unstruct / lagrangian] {cite}`prantl2019tranquil,ummenhofer2019contconv` - include ContConv / Lukas -