Eike Cramer

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Electricity Markets

Nonlinear Manifold Learning

Generative Model

Top Venues

Comput. Chem. Eng.

Publications

Eike Cramer, Ji Gao
A black-box adversarial attack on demand side management. Comput. Chem. Eng. 186 (2024)
Hannes Hilger, Dirk Witthaut, Manuel Dahmen, Leonardo Rydin Gorjão, Julius Trebbien, Eike Cramer
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows. CoRR (2023)
Eike Cramer, Felix Rauh, Alexander Mitsos, Raúl Tempone, Manuel Dahmen
Nonlinear Isometric Manifold Learning for Injective Normalizing Flows. CoRR (2022)
Eike Cramer, Leonard Paeleke, Alexander Mitsos, Manuel Dahmen
Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators. Comput. Chem. Eng. 166 (2022)
Eike Cramer, Leonard Paeleke, Alexander Mitsos, Manuel Dahmen
Normalizing Flow-based Day-Ahead Wind Power Scenario Generation for Profitable and Reliable Delivery Commitments by Wind Farm Operators. CoRR (2022)
Eike Cramer, Dirk Witthaut, Alexander Mitsos, Manuel Dahmen
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows. CoRR (2022)
Johannes Kruse, Eike Cramer, Benjamin Schäfer, Dirk Witthaut
Physics-inspired machine learning for power grid frequency modelling. CoRR (2022)
Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen
Validation Methods for Energy Time Series Scenarios From Deep Generative Models. IEEE Access 10 (2022)
Eike Cramer, Alexander Mitsos, Raúl Tempone, Manuel Dahmen
Principal Component Density Estimation for Scenario Generation Using Normalizing Flows. CoRR (2021)
Eike Cramer, Leonardo Rydin Gorjão, Alexander Mitsos, Benjamin Schäfer, Dirk Witthaut, Manuel Dahmen
Validation Methods for Energy Time Series Scenarios from Deep Generative Models. CoRR (2021)