Sort by
Refine Your Search
-
Listed
-
Category
-
Country
-
Program
-
Employer
- Chalmers University of Technology
- Delft University of Technology (TU Delft)
- European Space Agency
- Forschungszentrum Jülich
- University of Oslo
- AALTO UNIVERSITY
- CNRS
- NTNU - Norwegian University of Science and Technology
- NTNU Norwegian University of Science and Technology
- Oak Ridge National Laboratory
- The University of Alabama
- University of Vienna
- ETH Zürich
- SINGAPORE INSTITUTE OF TECHNOLOGY (SIT)
- University of British Columbia
- University of Nottingham
- University of Sheffield
- University of Washington
- Uppsala universitet
- Zintellect
- ADELAIDE UNIVERSITY
- Amsterdam UMC
- Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento _IST-ID
- BRGM
- Biophysical and Biomedical Measurement Group - NIST
- Centrum Wiskunde en Informatica (CWI)
- DIFFER
- EPFL - Ecole Polytechnique Fédérale de Lausanne
- Earlham Institute
- Eindhoven University of Technology (TU/e)
- Fondazione Bruno Kessler
- Ghent University
- Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt
- Helmholtz-Zentrum Dresden-Rossendorf - HZDR - Helmholtz Association
- Heriot Watt University
- IHE
- Indiana University
- Indiana University Bloomington
- Inria, the French national research institute for the digital sciences
- KU LEUVEN
- King Abdullah University of Science and Technology
- NIST
- Nanyang Technological University
- National Aeronautics and Space Administration (NASA)
- New York University
- REQUIMTE - Rede de Quimica e Tecnologia
- SUNY University at Buffalo
- SciLifeLab
- Technical University of Munich
- UNIVERSITAT POMPEU FABRA
- UNIVERSITE DE TECHNOLOGIE DE COMPIEGNE
- UNIVERSITY OF VIENNA
- University of Central Florida
- University of Glasgow
- University of Graz
- University of Manchester
- University of Maryland Baltimore County
- University of Michigan - Ann Arbor
- University of Oxford
- University of Texas at Austin
- University of Texas at Dallas
- University of Wyoming
- Università degli Studi di Brescia
- VIETNAMESE-GERMAN UNIVERSITY
- Wageningen University & Research
- Yale University
- 56 more »
- « less
-
Field
-
discovery and inference, with an emphasis on robustness, scalability, uncertainty quantification, expert knowledge integration, and multi-scale causal abstraction and representation learning. Your Job How are
-
Helmholtz-Zentrum Dresden-Rossendorf - HZDR - Helmholtz Association | Dresden, Sachsen | Germany | about 2 months ago
. Data-driven methods, for instance for inverse parameter identification or uncertainty quantification in fracture mechanics datasets, are not an end in themselves, but a compelling extension where they
-
on computational models that are inherently uncertain. Uncertainty quantification (UQ) seeks to characterize and propagate this uncertainty but translating it into actionable risk measures remains computationally
-
Job Purpose To make a leading contribution to a project on parameter inference, emulation and uncertainty quantification in fluid-structure interactions and growth & remodelling, as part of an EPSRC
-
Source and conduct new experiments at these facilities. Collaborate with AI/ML researchers to incorporate forward models into inverse modeling, uncertainty quantification, autonomous analysis, and
-
petrophysical datasets. Experience with uncertainty quantification and probabilistic approaches in reservoir modelling. Familiarity with geothermal resource assessment methodologies (volumetric, simulation-based
-
, including uncertainty quantification, probabilistic modeling, and learning from noisy or incomplete data is a plus Practical experience with High Performance Computing (HPC) systems is an advantage Your
-
Helmholtz Zentrum München - Deutsches Forschungszentrum für Gesundheit und Umwelt | Stein bei N rnberg, Bayern | Germany | about 1 month ago
, how it can be extracted, and how confidently conclusions can be drawn. Develop and apply approaches for uncertainty quantification, robust inference, and validation of biomedical imaging results. Work
-
design spaces, long-duration simulations, and real-time applications. This PhD project will develop physics-informed deep learning and surrogate modelling approaches to accelerate simulation, uncertainty
-
importance, model selection, trait prediction, and uncertainty quantification. Substantial professional development opportunities are available, including travel and speaking opportunities at international