Manuel Dahmen
Orcid: 0000-0003-2757-5253
According to our database1,
Manuel Dahmen
authored at least 24 papers
between 2020 and 2024.
Collaborative distances:
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Bibliography
2024
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms.
SIAM J. Sci. Comput., 2024
Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data.
CoRR, 2024
Task-optimal data-driven surrogate models for eNMPC via differentiable simulation and optimization.
CoRR, 2024
End-to-end reinforcement learning of Koopman models for economic nonlinear model predictive control.
Comput. Chem. Eng., 2024
Optimal design of a local renewable electricity supply system for power-intensive production processes with demand response.
Comput. Chem. Eng., 2024
2023
Demand response scheduling of copper production under short-term electricity price uncertainty.
Comput. Chem. Eng., October, 2023
Physical pooling functions in graph neural networks for molecular property prediction.
Comput. Chem. Eng., April, 2023
Comput. Chem. Eng., April, 2023
Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids.
Comput. Chem. Eng., March, 2023
Software for "Physical Pooling Functions in Graph Neural Networks for Molecular Property Prediction".
Dataset, January, 2023
Multivariate Scenario Generation of Day-Ahead Electricity Prices using Normalizing Flows.
CoRR, 2023
2022
SIAM J. Sci. Comput., 2022
Graph neural networks for the prediction of molecular structure-property relationships.
CoRR, 2022
Multivariate Probabilistic Forecasting of Intraday Electricity Prices using Normalizing Flows.
CoRR, 2022
Simultaneous optimization of design and operation of an air-cooled geothermal ORC under consideration of multiple operating points.
Comput. Chem. Eng., 2022
Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators.
Comput. Chem. Eng., 2022
IEEE Access, 2022
Incorporating AC Power Flow into the Multi-Energy System Optimization Framework COMANDO.
Proceedings of the Open Source Modelling and Simulation of Energy Systems, 2022
2021
CoRR, 2021
Principal Component Density Estimation for Scenario Generation Using Normalizing Flows.
CoRR, 2021
Comput. Chem. Eng., 2021
2020
Comput. Chem. Eng., 2020