Astroinformatics

Overview

Overview
Related items

No description specified

SEEK ID: https://publications.h-its.org/projects/5

Public web page: Not specified

Organisms: No Organisms specified

HITS Publication SEEK PALs: No PALs for this Project

Project created: 7th Nov 2017

Related items

Antonio D'Isanto

Projects: Astroinformatics

Institutions: Heidelberg Institute for Theoretical Studies

Nikos Gianniotis

Projects: Astroinformatics

Institutions: Heidelberg Institute for Theoretical Studies

https://orcid.org/0000-0002-2187-5522

Roles: Postdoc

Expertise: Machine learning

Tools: Neural networks, Gaussian processes, Probabilistic Models, Bayesian inference

Erica Hopkins

Projects: Astroinformatics

Institutions: Heidelberg Institute for Theoretical Studies

Xiaoming Hu

Projects: Scientific Databases and Visualisation, Computational Molecular Evolution, Physics of Stellar Objects, Natural Language Processing, Molecular and Cellular Modeling, Molecular Biomechanics, Astroinformatics, Groups and Geometry, Playground, Computational Carbon Chemistry, Data Mining and Uncertainty Quantification, Computational Statistics

Institutions: Heidelberg Institute for Theoretical Studies, Heidelberg University

Fenja Kollasch

Projects: Astroinformatics

Institutions: Heidelberg Institute for Theoretical Studies

View all 9 items

Heidelberg Institute for Theoretical Studies

Country: Germany

City: Heidelberg

Web page: https://www.h-its.org

Convolutional autoencoders for spatially-informed ensemble post-processing

Astroinformatics

Abstract (Expand)

Ensemble weather predictions typically show systematic errors that have to be corrected via post-processing. Even state-of-the-art post-processing methods based on neural networks often solely rely on …

Authors: Sebastian Lerch, Kai L. Polsterer

Date Published: 25th Apr 2022

Publication Type: InProceedings

Citation:

Created: 24th May 2022 at 06:37

Learning Features via Transformer Networks for Cardiomyocyte Profiling

Astroinformatics

Abstract

Not specified

Authors: Jan Plier, Matthias Zisler, Jennifer Furkel, Maximilian Knoll, Alexander Marx, Alena Fischer, Kai Polsterer, Mathias H. Konstandin, Stefania Petra

Date Published: 2022

Publication Type: InProceedings

DOI: 10.1007/978-3-658-36932-3_37

Citation: Bildverarbeitung für die Medizin 2022,pp.167-172,Springer Fachmedien Wiesbaden

Created: 24th May 2022 at 05:26, Last updated: 24th May 2022 at 05:27

Disentangling the optical AGN and host-galaxy luminosity with a probabilistic flux variation gradient

Astroinformatics

Abstract

Not specified

Authors: N. Gianniotis, F. Pozo Nuñez, K. L. Polsterer

Date Published: 29th Oct 2021

Publication Type: Journal

DOI: 10.1051/0004-6361/202141710

Citation: A&A

Created: 5th Nov 2021 at 12:27, Last updated: 5th Nov 2021 at 12:30

From Photometric Redshifts to Improved Weather Forecasts: machine learning and proper scoring rules as a basis for interdisciplinary work

Astroinformatics

Abstract (Expand)

The amount, size, and complexity of astronomical data-sets and databases are growing rapidly in the last decades, due to new technologies and dedicated survey telescopes. Besides dealing with poly-structured …

Authors: Kai Polsterer, Sebastian Lerch, Antonio D'Isanto

Date Published: 5th Mar 2021

Publication Type: InProceedings

Citation:

Created: 1st Apr 2022 at 10:09, Last updated: 24th May 2022 at 06:33

Unveiling the rarest morphologies of the LOFAR Two-metre Sky Survey radio source population with self-organised maps

Astroinformatics

Abstract

Not specified

Authors: Rafaël I. J. Mostert, Kenneth J. Duncan, Huub J. A. Röttgering, Kai L. Polsterer, Philip N. Best, Marisa Brienza, Marcus Brüggen, Martin J. Hardcastle, Nika Jurlin, Beatriz Mingo, Raffaella Morganti, Tim Shimwell, Dan Smith, Wendy L. Williams