JULES DUMONT

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For more details, see Curriculum Vitae.

Contact Info

E-mail: jules.dumont@ulb.be
E-mail: jules.pierredmt@gmail.com

Projects

Physics informed machine learning for dynamical systems & weather forecasting

Tools used: Long short term memory cell in recurrent neural network with physical loss function

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Critical Heat Flux prediction in nuclear reactor using deeplearning

Tools used: Deep neural network with parallelized hyperparameter optimisation

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Solving partial differential equations efficiently in C using numerical methods

Tools used: Multigrid algorithm as preconditioner for conjugate gradient iterative method

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Rumors on social media detection using machine learning and big data processing technique

Tools used: Dimension reduction using Singular value decomposition for embedding and LSTM combined with FNN to classify

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Cryptography: RSA Algorithm implementation in C

Tools used: From Fermat's little theorem to pseudo prime generation for public and private key, creation of datastructure for 2048 (>64) bits number and adaptation of binary arithmetic operation

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Teaching

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