643 citations
- Ludwig-Maximilians-Universität MünchenDE120 papers
- Instituto de Astrofísica de CanariasES8 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Universidad de La LagunaES7 papers
- KU LeuvenBE6 papers
- Centro de AstrobiologíaES5 papers
- University of BonnDE5 papers
- University of Hawaiʻi at MānoaUS5 papers
- ETH ZurichCH4 papers
- European Southern ObservatoryCL4 papers
- Munich Center for Machine Learning4 papers
- Siemens (Germany)DE4 papers
16 papers · 1 filter
The IACOB project XIII. Helium enrichment in O-type stars as a tracer of past binary interaction
C. Martínez-Sebastián, S. Simón-Díaz, H. Jin +4
There is increasing evidence that single-star evolutionary models are inadequate to reproduce all observational properties of massive stars. Binary interaction has emerged as a key…
Safe Composition of Systems of Communicating Finite State Machines
Franco Barbanera, Rolf Hennicker
The Participants-as-Interfaces (PaI) approach to system composition suggests that participants of a system may be viewed as interfaces. Given a set of systems,one participant per s…
Dynamical-VAE-based Hindsight to Learn the Causal Dynamics of Factored-POMDPs
Chao Han, Debabrota Basu, Michael Mangan +2
Learning representations of underlying environmental dynamics from partial observations is a critical challenge in machine learning. In the context of Partially Observable Markov D…
CUQ-GNN: Committee-based Graph Uncertainty Quantification using Posterior Networks
Clemens Damke, Eyke Hüllermeier
In this work, we study the influence of domain-specific characteristics when defining a meaningful notion of predictive uncertainty on graph data. Previously, the so-called Graph P…
A Fused Large Language Model for Predicting Startup Success
Abdurahman Maarouf, Stefan Feuerriegel, Nicolas Pröllochs
Investors are continuously seeking profitable investment opportunities in startups and, hence, for effective decision-making, need to predict a startup's probability of success. No…
X-Shooting ULLYSES: Massive stars at low metallicity. IV. Spectral analysis methods and exemplary results for O stars
A. A. C. Sander, J. -C. Bouret, M. Bernini-Peron +26
CONTEXT: The spectral analysis of hot, massive stars is a fundamental astrophysical method to obtain their intrinsic properties and their feedback. Quantitative spectroscopy for ho…