Constructing neural network-based models for simulating dynamical systems CM Legaard, T Schranz, G Schweiger, J Drgoňa, B Falay, C Gomes, ... ACM Computing Surveys 55 (11), 1-34, 2023 | 85 | 2023 |
A Universal Mechanism for Implementing Functional Mock-up Units. CM Legaard, D Tola, T Schranz, HD Macedo, PG Larsen SIMULTECH, 121-129, 2021 | 28 | 2021 |
NeuroMANCER: Neural modules with adaptive nonlinear constraints and efficient regularizations A Tuor, J Drgona, E Skomski, J Koch, Z Chen, S Dernbach, CM Legaard, ... URL https://github. com/pnnl/neuromancer, 2021 | 19 | 2021 |
Rapid prototyping of self-adaptive-systems using python functional mockup units CM Legaard, C Gomes, PG Larsen, FF Foldager Proceedings of the 2020 Summer Simulation Conference, 1-12, 2020 | 13 | 2020 |
Energy prediction under changed demand conditions: Robust machine learning models and input feature combinations T Schranz, J Exenberger, C Møldrup Legaard, J Drgona, G Schweiger Building Simulation 2021 17, 3268-3275, 2021 | 10 | 2021 |
Coupling physical and machine learning models: Case study of a single-family house B Falay, S Wilfling, Q Alfalouji, J Exenberger, T Schranz, CM Legaard, ... Modelica Conferences, 335-341, 2021 | 8 | 2021 |
Portable runtime environments for Python-based FMUs: Adding Docker support to UniFMU T Schranz, CM Legaard, D Tola, G Schweiger Modelica Conferences, 419-424, 2021 | 7 | 2021 |
Towards Graphical Configuration in the INTO-CPS Application CM Legaard, C Thule, PG Larsen 17TH OVERTURE WORKSHOP, 2019 | 2 | 2019 |
The Next Paradigm for Modeling and Simulation?: Integrating Machine Learning Methods in FMI-based Co-Simulation CM Legaard Section of Electrical and Computer Engineering, Department of Engineering …, 2023 | | 2023 |
Constructing Neural Network-Based Models for Simulating Dynamical Systems C Møldrup Legaard, T Schranz, G Schweiger, J Drgoňa, B Falay, ... arXiv e-prints, arXiv: 2111.01495, 2021 | | 2021 |
New centre for digital twins:“The idea of being able to design and debug the entire system before you build it is absolutely fantastic” CM Legaard Profile 2020, 36-37, 2020 | | 2020 |