Corrected LaMEM and ASPECT input files for Degen et al. (2025), EGUsphere 1–24.

This contains corrected input scripts in an attempt to reproduce the results of: Degen, D., Kumar, A., Scheck-Wenderoth, M., Cacace, M., 2025. Exploiting Physics-Based Machine Learning to Quantify Geodynamic Effects &ndash; Insights from the Alpine Region. EGUsphere 1–24. https://doi.org/10.5194/egusphere-2025-1925 The input scripts used in the original version of the manuscript are available from: Kumar, A., 2025. LaMEM and ASPECT input and data files corresponding to Exploiting Physics-Based Machine Learning to Quantify Geodynamic Effects – Insights from the Alpine Region. https://doi.org/10.5281/zenodo.15478977 As discussed in my review of the originally submitted manuscript, there are serious issues with the forward models used in Degen et al. (2025). This repository contains corrected input files. The following directories are available: /ASPECT Corrected ASPECT input files such that they work with ASPECT 2.5.0, for both the original and the corrected initial model setup. TrainingParameterAlps_LHS_100_vary_viscosity_density.txt - parameters used by Degen at al. (2025) alps_HR_84.prm - original input file made work for v2.5.0, corresponding to parameters of line 84 of the parametere file, with a free surface alps_HR_84_air.prm.prm - original input file made work for v2.5.0, corresponding to parameters of line 84 of the parametere file, with a sticky air layer alps_HR_84_correct.prm - corresponding to parameters of line 84 of the parameter file with free surface, but with corrected initial geometry alps_HR_83.prm - corresponding to parameters of line 83 of the parameter file with free surface alps_HR_83_air.prm - corresponding to parameters of line 83 of the parameter file with sticky air alps_HR_83_correct.prm - corresponding to parameters of line 83 of the parameter file with free surface, but with corrected initial geometry alps_HR_83_air_correct.prm - corresponding to parameters of line 83 of the parameter file with sticky air, but with corrected initial geometry alps_HR_90.prm - corresponding to parameters of line 90 of the parameter file with a free surface alps_HR_90_correct.prm - corresponding to parameters of line 90 of the parameter file with free surface, but with corrected initial geometry /LaMEM LaMEM input files (along with marker files) alps_lith_slabs_400km_HR_reg_HR_84_air.dat: corresponding to parameters of line 84 of the parameter file with a free surface alps_lith_slabs_400km_HR_reg_HR_83_air.dat: corresponding to parameters of line 83 of the parameter file with a free surface alps_lith_slabs_400km_HR_reg_HR_90_air.dat: corresponding to parameters of line 90 of the parameter file with a free surface A julia script is also provided, that takes the results of the data file and generates an appropriate material input for LaMEM simulations (minimising mistakes). Julia Project.toml and Manifest.toml guarantee reproducibility of the LaMEM simulations (distributed as precompiled binaries through the julia package LaMEM.jl). /ParaviewStatefiles Contains ParaView statefiles for the figures shown in the comment on the manuscript. Note that the directories will require adjustment if this is used on a different machine. /Histograms Contains a julia script to create the velocity histograms shown in my review.本数据集包含经修正的输入脚本，旨在复现以下研究的成果： Degen, D.、Kumar, A.、Scheck-Wenderoth, M.、Cacace, M.，2025。《利用基于物理的机器学习量化地球动力学效应——来自阿尔卑斯地区的启示》。EGUsphere，1–24。https://doi.org/10.5194/egusphere-2025-1925 原手稿初始版本所使用的输入脚本可从以下资源获取： Kumar, A.，2025。《对应于<利用基于物理的机器学习量化地球动力学效应——来自阿尔卑斯地区的启示>的LaMEM与ASPECT输入及数据文件》。https://doi.org/10.5281/zenodo.15478977 正如我在对原投稿手稿的评审意见中所讨论的，Degen等人(2025)所使用的正演模型存在严重缺陷。本仓库包含经修正的输入文件。 本次提供的目录如下： /ASPECT 适配ASPECT 2.5.0版本的修正版ASPECT输入文件，涵盖原始与修正后的初始模型设置。 - TrainingParameterAlps_LHS_100_vary_viscosity_density.txt：Degen等人(2025)所使用的参数文件 - alps_HR_84.prm：适配v2.5.0版本的原始输入文件，对应参数文件第84行的参数，带有自由表面 - alps_HR_84_air.prm.prm：适配v2.5.0版本的原始输入文件，对应参数文件第84行的参数，带有粘性空气层 - alps_HR_84_correct.prm：对应参数文件第84行的参数，带有自由表面，但初始几何形状已完成修正 - alps_HR_83.prm：对应参数文件第83行的参数，带有自由表面 - alps_HR_83_air.prm：对应参数文件第83行的参数，带有粘性空气层 - alps_HR_83_correct.prm：对应参数文件第83行的参数，带有自由表面，但初始几何形状已完成修正 - alps_HR_83_air_correct.prm：对应参数文件第83行的参数，带有粘性空气层，但初始几何形状已完成修正 - alps_HR_90.prm：对应参数文件第90行的参数，带有自由表面 - alps_HR_90_correct.prm：对应参数文件第90行的参数，带有自由表面，但初始几何形状已完成修正 /LaMEM LaMEM输入文件（附带标记文件） - alps_lith_slabs_400km_HR_reg_HR_84_air.dat：对应参数文件第84行的参数，带有自由表面 - alps_lith_slabs_400km_HR_reg_HR_83_air.dat：对应参数文件第83行的参数，带有自由表面 - alps_lith_slabs_400km_HR_reg_HR_90_air.dat：对应参数文件第90行的参数，带有自由表面 本仓库同时提供了一份Julia脚本，可读取数据文件的结果并生成适配LaMEM模拟的材料输入参数，以最大限度降低人为失误。Julia的Project.toml与Manifest.toml可确保LaMEM模拟的可复现性（LaMEM.jl作为Julia包以预编译二进制文件形式分发）。 /ParaviewStatefiles 包含用于手稿评审评论中展示的图表的ParaView状态文件。请注意，若在其他设备上使用该目录，需对路径进行相应调整。 /Histograms 包含用于生成我在评审中展示的速度直方图的Julia脚本。