Finding path and cycle counting formulae in graphs with Deep Reinforcement Learning

Autor: Piquenot, Jason, Bérar, Maxime, Héroux, Pierre, Ramel, Jean-Yves, Raveaux, Romain, Adam, Sébastien

This paper presents Grammar Reinforcement Learning (GRL), a reinforcement learning algorithm that uses Monte Carlo Tree Search (MCTS) and a transformer architecture that models a Pushdown Automaton (PDA) within a context-free grammar (CFG) framework.

Externí odkaz: http://arxiv.org/abs/2410.01661

Technical report: Graph Neural Networks go Grammatical

Autor: Piquenot, Jason, Moscatelli, Aldo, Bérar, Maxime, Héroux, Pierre, raveaux, Romain, Ramel, Jean-Yves, Adam, Sébastien

This paper introduces a framework for formally establishing a connection between a portion of an algebraic language and a Graph Neural Network (GNN). The framework leverages Context-Free Grammars (CFG) to organize algebraic operations into generative

Externí odkaz: http://arxiv.org/abs/2303.01590

Astroglial conditional Slc13a3 knockout is therapeutic in murine Canavan leukodystrophy

Autor: Vanessa L. Hull, Yan Wang, Jennifer McDonough, Meina Zhu, Travis Burns, Najmah Al Ramel, Ali Dehghani, Fuzheng Guo, David Pleasure

Publikováno v: Annals of Clinical and Translational Neurology, Vol 11, Iss 4, Pp 1059-1062 (2024)

Abstract Canavan disease is a leukodystrophy caused by ASPA mutations that diminish oligodendroglial aspartoacylase activity, and is characterized by markedly elevated brain concentrations of the aspartoacylase substrate N‐acetyl‐l‐aspartate (N

Externí odkaz: https://doaj.org/article/eeb55501af2040ab83c03837d9466fbf

The expanded French compassionate programme for elexacaftor–tezacaftor–ivacaftor use in people with cystic fibrosis without a F508del CFTR variant: a real-world study

Autor: Kanaan, Reem, Carlier, Nicolas, Honoré, Isabelle, Chedevergne, Frédérique, Dreano, Elise, Hatton, Aurélie, Hinzpeter, Alexandre, Pranke, Iwona, Le Clainche-Viala, Laurence, Mayer, Sophie, Corvol, Harriet, Thouvenin, Guillaume, de Miranda, Sandra, Remus, Natascha, Douvry, Benoit, Duthoit, Louise, Perez, Thierry, Le Rouzic, Olivier, Wizla, Nathalie, Bon, Claire, Bui, Stéphanie, Poey, Nora, Stremler, Nathalie, Coltey, Bérengère, Dufeu, Nadine, Lebihan, Jean, Gabsi, Asma, Pouradier, Delphine, Andrejak, Claire, Rames, Cinthia, Dupuy-Grasset, Magali, Languepin, Jeanne, Marguet, Christophe, Pramil, Stéphanie, Arnouat, Baptiste, Fanton, Annlyse, Abely, Michel, Ravoninjatovo, Bruno, Blondé, Aurore, Guillaumot, Anne, Kieffer, Sebastien, Tatopoulos, Aurélie, Nove-Josserand, Raphaële, Ohlmann, Camille, Perrin, Thomas, Reynaud, Quitterie, Llerena, Catherine, Quétant, Sébastien, Valois, Sophie, Dalphin, Marie-Laure, Richaud-Thiriez, Bénédicte, Deneuville, Eric, Chiron, Raphael, Socchi, Floriane, Bihouée, Tiphaine, Mankikian, Julie, Flament, Thomas, Coolen-Allou, Nathalie, Gachelin, Elsa, Périsson, Caroline, Vuillard, Constance, Dupuis, Marion, Alkoussa, Wael, Marchal, Sarah, Leroy, Sylvie, Scalbert, Manuela, Campbell, Karine, Laurans, Muriel, Labbé, Guillaume, Montcouquiol, Sylvie, Priou, Pascaline, de Carli, Paola, Lemonnier, Lydie, Dehillotte, Clémence, Nouvel, Thierry, Burgel, Pierre-Régis ^*, Sermet-Gaudelus, Isabelle, Girodon, Emmanuelle, Durieu, Isabelle, Houdouin, Véronique, Audousset, Camille, Macey, Julie, Grenet, Dominique, Porzio, Michele, Murris-Espin, Marlène, Reix, Philippe, Baravalle, Mélisande, Belleguic, Chantal, Mely, Laurent, Verhille, Juliette, Weiss, Laurence, Reynaud-Gaubert, Martine, Mittaine, Marie, Hamidfar, Rebecca, Ramel, Sophie, Cosson, Laure, Danner-Boucher, Isabelle, Foucaud, Pierre, Roy, Charlotte, Burnet, Espérie, Raynal, Caroline, Audrezet, Marie-Pierre, Da Silva, Jennifer, Martin, Clémence

Publikováno v: In The Lancet Respiratory Medicine November 2024 12(11):888-900

Contactless thermal diffusivity characterization of second order magnetocaloric materials under magnetic field using modulated photo-thermal radiometry method with very low power probe beam

Autor: Li, T., Ismail, A., Bailly, Y., Girardot, L., Perrin, M., Vives, S., Roy, J.C., Ramel, D., Meunier, A., Bonnet, D.

Publikováno v: In Experimental Thermal and Fluid Science January 2025 160