Stuttgart Center for Simulation Science (SC SimTech)

EXC 2075 Project Networks

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5,141 to 5,150 of 25,631 Results

run_inference.py Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Python Source Code - 11.9 KB - MD5: 750c4d029cd640dbd1174d944e41e9a1
_summarize_hpgme.py Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Python Source Code - 4.7 KB - MD5: 6f2cb0457d0bad9f418e96c57a369204
_summarize_overall.py Dec 9, 2025 - Kinetic modeling of enzymatic cephalexin synthesis with neural ODEs and surrogate-accelerated Bayesian inference Python Source Code - 4.2 KB - MD5: 4caa1018dfdebeec18a0fbb398b1f160
summary_hpgme.csv 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.csv 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 equilibrium scheme 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 D...
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.

run_inference.py

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

Python Source Code - 11.9 KB -

_summarize_hpgme.py

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

Python Source Code - 4.7 KB -

_summarize_overall.py

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

Python Source Code - 4.2 KB -

summary_hpgme.csv

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.csv

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 equilibrium scheme 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 D...

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.

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