Abstracts and links to recent dissertations associated with the fields of research at the Heidelberg Graduate School for Physics can be found here.
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NitroNet – A deep-learning NO2 profile retrieval for the TROPOMI satellite instrument
Statistical Inference in Cosmology -From Parameters to Learnable Functions
Data-driven Image Quality Improvements for Cone-Beam Computed Tomography in Radiation Therapy
Free-Form Flows: Generative Models for Scientific Applications
Machine Learning Chemically Accurate Orbital-Free Density Functional Theory
Ultrafast Dynamics of Optically Excited States in Organic Semiconductors
Statistical modeling of the progenitor evolution and formation of neutron stars and stellar-mass black holes
The Southern Wide-field Gamma-ray Observatory: The Lake Approach and the Pulsar Wind Nebula HESS J1825-137
Advances in the design, modelling and operation of high-performance Electron Beam Ion Sources
Nonlinear interactions in gravitational and electromagnetic waves
