Normalizing Flows: An Introduction and Review of Current Methods

• Data-driven conditional flexibility index

  2026 Computers & Chemical Engineering article Engineering Process Optimization and Integration Open access

  1

  citations
• Equation-of-state-informed pulse profile modeling

  2025 Physical review. D/Physical review. D. article Physics and Astronomy Pulsars and Gravitational Waves Research Open access

  5

  citations
• CaloChallenge 2022: a community challenge for fast calorimeter simulation

  2025 Reports on Progress in Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  11

  citations
• Probabilistic Prediction of the Area Control Error Using Normalizing Flows

  2025 ACM SIGEnergy Energy Informatics Review article Engineering Energy Load and Power Forecasting

  0

  citations
• Parameterized quantum circuits as universal generative models for continuous multivariate distributions

  2025 npj Quantum Information article Computer Science Quantum Computing Algorithms and Architecture Open access

  11

  citations
• Comparison of Affine and Rational Quadratic Spline Coupling and Autoregressive Flows through Robust Statistical Tests

  2024 Symmetry article Computer Science Gaussian Processes and Bayesian Inference Open access

  11

  citations
• Unfolding the Electromagnetic Field from Voltage Time Traces using a Neural Network Approach

  2023 International Workshop on Acoustic and Radio EeV Neutrino Detection Activities (ARENA) conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  0

  citations
• Autoencoder-extended Conditional Invertible Neural Networks for Unfolding Signal Traces

  2023 Journal of Physics Conference Series conference-paper Physics and Astronomy Radio Astronomy Observations and Technology Open access

  2

  citations
• Inference of astrophysical parameters with a conditional invertible neural network

  2023 Journal of Physics Conference Series conference-paper Mathematics Markov Chains and Monte Carlo Methods Open access

  0

  citations
• Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators

  2022 Computers & Chemical Engineering article Engineering Energy Load and Power Forecasting

  20

  citations
• Inference of cosmic-ray source properties by conditional invertible neural networks

  2022 The European Physical Journal C article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  34

  citations
• Principal component density estimation for scenario generation using normalizing flows

  2022 Data-Centric Engineering article Engineering Energy Load and Power Forecasting Open access

  14

  citations
• Euclidpreparation

  2021 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  32

  citations

13 results