Picture for Benjamin Wandelt

Benjamin Wandelt

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Add code
Feb 06, 2024
Viaarxiv icon

Optimal simulation-based Bayesian decisions

Add code
Nov 09, 2023
Viaarxiv icon

Information-Ordered Bottlenecks for Adaptive Semantic Compression

Add code
May 18, 2023
Viaarxiv icon

The CAMELS project: public data release

Add code
Jan 04, 2022
Figure 1 for The CAMELS project: public data release
Figure 2 for The CAMELS project: public data release
Figure 3 for The CAMELS project: public data release
Viaarxiv icon

The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence

Add code
Sep 22, 2021
Figure 1 for The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence
Figure 2 for The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence
Figure 3 for The CAMELS Multifield Dataset: Learning the Universe's Fundamental Parameters with Artificial Intelligence
Viaarxiv icon

Robust marginalization of baryonic effects for cosmological inference at the field level

Add code
Sep 21, 2021
Figure 1 for Robust marginalization of baryonic effects for cosmological inference at the field level
Figure 2 for Robust marginalization of baryonic effects for cosmological inference at the field level
Figure 3 for Robust marginalization of baryonic effects for cosmological inference at the field level
Figure 4 for Robust marginalization of baryonic effects for cosmological inference at the field level
Viaarxiv icon

Multifield Cosmology with Artificial Intelligence

Add code
Sep 20, 2021
Figure 1 for Multifield Cosmology with Artificial Intelligence
Figure 2 for Multifield Cosmology with Artificial Intelligence
Figure 3 for Multifield Cosmology with Artificial Intelligence
Figure 4 for Multifield Cosmology with Artificial Intelligence
Viaarxiv icon

Fast likelihood-free cosmology with neural density estimators and active learning

Add code
Feb 28, 2019
Figure 1 for Fast likelihood-free cosmology with neural density estimators and active learning
Figure 2 for Fast likelihood-free cosmology with neural density estimators and active learning
Figure 3 for Fast likelihood-free cosmology with neural density estimators and active learning
Figure 4 for Fast likelihood-free cosmology with neural density estimators and active learning
Viaarxiv icon