| Review of machine learning techniques for optimal power flow H Khaloie, M Dolanyi, JF Toubeau, F Vallée Applied Energy 388, 125637, 2025 | 53 | 2025 |
| Capturing electricity market dynamics in strategic market participation using neural network constrained optimization M Dolányi, K Bruninx, JF Toubeau, E Delarue IEEE Transactions on Power Systems 39 (1), 533-545, 2023 | 23 | 2023 |
| Neural network informed day-ahead scheduling of pumped hydro energy storage P Favaro, M Dolányi, F Vallée, JF Toubeau Energy 289, 129999, 2024 | 18 | 2024 |
| Risk-based constraints for the optimal operation of an energy community M Dolanyi, K Bruninx, JF Toubeau, E Delarue IEEE Transactions on Smart Grid, https://ieeexplore.ieee.org/document/980, 2022 | 10 | 2022 |
| Comparative analysis of risk-aversion and strategic investment behavior in generation expansion S Kaminski, M Dolanyi, K Bruninx, E Delarue Electric Power Systems Research 210, 108082, 2022 | 9 | 2022 |
| Exposing the variety of equilibria in oligopolistic electricity markets M Dolanyi, K Bruninx, E Delarue KU Leuven Energy Syst. Integration Model. Group Work, 2019 | 5 | 2019 |
| Value-oriented price forecasting for arbitrage strategies of Energy Storage Systems through loss function tuning R Smets, JF Toubeau, M Dolanyi, K Bruninx, E Delarue Energy, 137112, 2025 | 3 | 2025 |
| Triggering a variety of Nash-equilibria in oligopolistic electricity markets M Dolányi, K Bruninx, E Delarue Optimization and Engineering 25 (4), 1883-1919, 2024 | 2 | 2024 |
| Machine Learning for Improved Gas Network Models in Coordinated Energy Systems A Arrigo, M Dolányi, K Bruninx, JF Toubeau arXiv preprint arXiv:2209.12731, 2022 | 2 | 2022 |
| Value-Oriented Forecasting of Imbalance Prices Through Loss Function Tuning for Optimal Control of Energy Storage Systems R Smets, JF Toubeau, M Dolanyi, K Bruninx, E Delarue Available at SSRN 4648734, 0 | 2 | |
| Sp-R-IP: A Decision-Focused Learning Strategy for Linear Programs that Avoids Overfitting R Smets, M Dolanyi, JF Toubeau, K Bruninx, E Delarue | 1 | 2024 |
| Capturing electricity market dynamics in the optimal trading of strategic agents using neural network constrained optimization M Dolányi, K Bruninx, E Delarue NeurIPS 2021 CCAI workshop, Location: Online, 2021 | 1 | 2021 |
| Learning To Optimally Excite Electricity Markets Via Constrained Optimization Of A Neural Network M Dolányi, K Bruninx, E Delarue INFORMS 2021, Location: Online, 2021 | 1 | 2021 |
| Data-driven risk-based constraints for the optimal bidding and scheduling of an energy community M Dolányi, K Bruninx, JF Toubeau, E Delarue EURO, Location: Athens, 2021 | 1 | 2021 |
| Exposing the variety of equilibria in oligopolistic electricity markets with strategic storage M Dolányi, K Bruninx, E Delarue INFORMS 2020, Location: Online, 2020 | 1 | 2020 |
| Strategic operation of storage in energy markets: an EPEC approach M Dolányi, K Bruninx, G Deconinck, E Delarue EURO, Location: Dublin, Ireland, 2019 | 1 | 2019 |
| Forecasting Electricity Prices With Decision-Focused Learning for Storage Optimization R Smets, E Delarue, JF Toubeau, M Dolanyi, K Bruninix 2025 21st International Conference on the European Energy Market (EEM), 1-7, 2025 | | 2025 |
| Risk-based constraints with correlated uncertainties for the optimal operation of an energy community M Dolányi, K Bruninx, JF Toubeau, E Delarue Authorea Preprints, 2023 | | 2023 |
| Data-driven risk-based scheduling of energy communities participating in day-ahead and real-time electricity markets M Dolányi, K Bruninx, JF Toubeau, E Delarue Authorea Preprints, 2023 | | 2023 |
| Value-Oriented Loss Function Tuning for Timeseries Forecasting in Energy Markets R Smets, JF Toubeau, M Dolanyi, K Bruninx, E Delarue 2023 INFORMS Annual Meeting, Date: 2023/10/15-2023/10/18, Location: Phoenix, 2023 | | 2023 |
