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Budget Allocation Project

Machine Learning project focusing on predicting the volume of hectoliters to be sold for different products over two horizon periods, and then optimizing the net revenue while minimizing the investment budget (discounts).

pinnrl — PINNs + Reinforcement Learning for PDEs

My master’s thesis: a Python library that solves partial differential equations with Physics-Informed Neural Networks, using a Deep Q-Network agent to learn where to place collocation points. Published on PyPI as pinnrl.

publications

Published in , 1900