From 20253b4beb3036127e5b1e0ef1a16ce8c41c8ba8 Mon Sep 17 00:00:00 2001 From: NT Date: Sat, 17 Apr 2021 14:25:10 +0800 Subject: [PATCH] added timeseries example img --- others-timeseries.md | 12 ++++++++++++ resources/timeseries-lss-subdiv-prediction.jpg | Bin 0 -> 148131 bytes 2 files changed, 12 insertions(+) create mode 100644 resources/timeseries-lss-subdiv-prediction.jpg diff --git a/others-timeseries.md b/others-timeseries.md index 1688037..5dbdbc4 100644 --- a/others-timeseries.md +++ b/others-timeseries.md @@ -132,6 +132,18 @@ The resulting training will be significantly more expensive, as more weights nee and a much larger number of intermediate states needs to be processed. However, the increased cost typically pays off with a reduced overall inference error. + +```{figure} resources/timeseries-lss-subdiv-prediction.jpg +--- +height: 300px +name: timeseries-lss-subdiv-prediction +--- +Several time frames of an example prediction from {cite}`wiewel2020lsssubdiv`, which additionally couples the +learned time evolution with an numerically solved advection step. +The learned prediction is shown at the top, the reference simulation at the bottom. +``` + + ## Source code In order to make practical experiments in this area of deep learning, we can diff --git a/resources/timeseries-lss-subdiv-prediction.jpg b/resources/timeseries-lss-subdiv-prediction.jpg new file mode 100644 index 0000000000000000000000000000000000000000..416c258677fab9ea8f5b46f8a49175af55cba28b GIT binary patch literal 148131 zcmeFYcUV(T_Xl`WAb>~*1B8xJRJxeZ5 z1mJ)3oCELs39Na)^xt<_@^t_KK5>E9)m-R5+zbu5uzxU26wCv(ZFG%{z`G4Tz}3~4 z=;0T*H^waH5g6#NCNJ+xlyh?Nb9R-(`}xR+IQh#f$|=YL8rTqjC;VmCKv8E`cTZnU 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