Stuttgart Center for Simulation Science (SC SimTech)

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511 to 520 of 21,001 Results

summary_hpgme.tab Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Tabular Data - 735 B - 12 Variables, 4 Observations - UNF:6:KAVdbvsG48/xMZRK/jbI1g==
summary.tab Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Tabular Data - 730 B - 12 Variables, 4 Observations - UNF:6:zyU8b1y99ywfb6TaVSi6Xg==
times.npy Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Unknown - 448 B - MD5: 3159a2520e1ac2d4a39e088a2490da1d
TrainNeuralODE.ipynb Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Jupyter Notebook - 7.9 MB - MD5: 9a0f5c45e8b5ee6772cf04e7d0dc893f
y0s.npy Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Unknown - 256 B - MD5: a0ee4ba857be5bc77aae91c66caba1f9
Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling Dec 1, 2025 - PN 5-2 (II) Buntic, Ivan; Flemisch, Bernd, 2025, "Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling", https://doi.org/10.18419/DARUS-5343, DaRUS, V2 This data set contains the source code to reproduce the simulation and data-driven models for the publication Augmenting a pure and hybrid vertical me via data-driven surrogate modelling, that has been submitted to the Transport in Porous Media journal. Files README.md: Instructions on installing all necessary modules using git or Docker. install_b...
buntic2025a_docker.tar.xz Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling XZ Archive - 5.6 KB - MD5: bb9e811389424cfcd00b15054e3a6c08 All data that is necessary for creating a Docker image and running a Docker container.
install_buntic2025a.py Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling Python Source Code - 4.4 KB - MD5: de42479a96cd0ae00bc886bde2a8d3a7 Install script for all necessary DuMuX and DUNE modules.
README.md Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling Markdown Text - 14.5 KB - MD5: 30fa55f9f5f9ae6daf25aaf7f5e92b55 Instructions on using the installscript and Docker.
Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement Nov 28, 2025 - PN 3 Stärk, Philipp; Schlaich, Alexander, 2025, "Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement", https://doi.org/10.18419/DARUS-5037, DaRUS, V1, UNF:6:2rxz9p/7+PzWplE3Nv/71A== [fileUNF] Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement This data respository contains software code for an implementation of the Wang-Landau (WL) method in LAMMPS, code to "stitch" together free energy profiles from WL runs of sub-spaces of the phase space, simu...

summary_hpgme.tab

Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference

Tabular Data - 735 B - 12 Variables, 4 Observations -

summary.tab

Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference

Tabular Data - 730 B - 12 Variables, 4 Observations -

times.npy

Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference

Unknown - 448 B -

TrainNeuralODE.ipynb

Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference

Jupyter Notebook - 7.9 MB -

y0s.npy

Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference

Unknown - 256 B -

Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

Dec 1, 2025 - PN 5-2 (II)

Buntic, Ivan; Flemisch, Bernd, 2025, "Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling", https://doi.org/10.18419/DARUS-5343, DaRUS, V2

This data set contains the source code to reproduce the simulation and data-driven models for the publication Augmenting a pure and hybrid vertical me via data-driven surrogate modelling, that has been submitted to the Transport in Porous Media journal. Files README.md: Instructions on installing all necessary modules using git or Docker. install_b...

buntic2025a_docker.tar.xz

Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

XZ Archive - 5.6 KB -

All data that is necessary for creating a Docker image and running a Docker container.

install_buntic2025a.py

Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

Python Source Code - 4.4 KB -

Install script for all necessary DuMuX and DUNE modules.

README.md

Dec 1, 2025 - Replication Code for: Augmenting a pure and hybrid vertical equilibrium scheme via data-driven surrogate modelling

Markdown Text - 14.5 KB -

Instructions on using the installscript and Docker.

Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement

Nov 28, 2025 - PN 3

Stärk, Philipp; Schlaich, Alexander, 2025, "Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement", https://doi.org/10.18419/DARUS-5037, DaRUS, V1, UNF:6:2rxz9p/7+PzWplE3Nv/71A== [fileUNF]

Supplementary Data for: Phase Diagram and Criticality of the Modified Primitive Electrolyte Model in Bulk and Inert and Conducting Confinement This data respository contains software code for an implementation of the Wang-Landau (WL) method in LAMMPS, code to "stitch" together free energy profiles from WL runs of sub-spaces of the phase space, simu...

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