A Family of Nonparametric Density Estimation Algorithms

• Mass conditioned and constrained normalising flows for jet generation

  2026 Journal of Physics Conference Series conference-paper Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

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

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

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  citations
• Paraflow: fast calorimeter simulations parameterized in upstream material configurations

  2025 The European Physical Journal C article Physics and Astronomy Particle Detector Development and Performance Open access

  0

  citations
• Reweighting simulated events using machine-learning techniques in the CMS experiment

  2025 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  6

  citations
• One Flow to Correct Them all: Improving Simulations in High-Energy Physics with a Single Normalising Flow and a Switch

  2024 Computing and Software for Big Science article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  2

  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
• Multivariate scenario generation of day-ahead electricity prices using normalizing flows

  2024 Applied Energy article Engineering Energy Load and Power Forecasting Open access

  23

  citations
• Investigations on the applicability of invertible neural networks (INN) in the injection moulding process

  2024 AIP conference proceedings conference-paper Engineering Injection Molding Process and Properties

  0

  citations

8 results