- Approximation of squared Wasserstein distance using its regularized OT cost and the empirical Sinkhorn divergence with a decreasing regularization level; - Numerical experiments with the stochastic average gradient algorithm and the averaged SGD algorithm;- Theoretical analysis of the upper bound of regret.

- Proposition and development of an LSTM model for the prediction of photovoltaic panel power output;- Processing and analysis of meteorological and user data;- Integration of the model in the optimization system.

- Proposition and development of an LSTM model for the prediction of photovoltaic panel power output;- Processing and analysis of meteorological and user data;- Integration of the model in the optimization system.

- Participation in supply chain management;- Analysis and evaluation of the standard price (cost model) for resistances based on the historical pricing database;- Maintenance of sourcing tracking list and regular update of the part development status.