Zobrazeno 1 - 10
of 2 934
pro vyhledávání: '"A. Heroux"'
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
Autor:
Heroux, Michael A.
The Exascale Computing Project (ECP) was one of the largest open-source scientific software development projects ever. It supported approximately 1,000 staff from US Department of Energy laboratories, and university and industry partners. About 250 s
Externí odkaz:
http://arxiv.org/abs/2311.06995
Autor:
McInnes, Lois Curfman, Heroux, Michael, Bernholdt, David E., Dubey, Anshu, Gonsiorowski, Elsa, Gupta, Rinku, Marques, Osni, Moulton, J. David, Nam, Hai Ah, Norris, Boyana, Raybourn, Elaine M., Willenbring, Jim, Almgren, Ann, Bartlett, Ross, Cranfill, Kita, Fickas, Stephen, Frederick, Don, Godoy, William, Grubel, Patricia, Hartman-Baker, Rebecca, Huebl, Axel, Lynch, Rose, Thakur, Addi Malviya, Milewicz, Reed, Miller, Mark C., Mundt, Miranda, Palmer, Erik, Parete-Koon, Suzanne, Phinney, Megan, Riley, Katherine, Rogers, David M., Sims, Ben, Stevens, Deborah, Watson, Gregory R.
Computational and data-enabled science and engineering are revolutionizing advances throughout science and society, at all scales of computing. For example, teams in the U.S. DOE Exascale Computing Project have been tackling new frontiers in modeling
Externí odkaz:
http://arxiv.org/abs/2311.02010
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
Autor:
Heroux, Michael A.
Software plays a central role in scientific discovery. Improving how we develop and use software for research can have both broad and deep impacts on a spectrum of challenges and opportunities society faces today. The emergence of Research Software E
Externí odkaz:
http://arxiv.org/abs/2211.09034
Autor:
Drennan, Ian R, Lee, Meji, Héroux, Jean-Philippe, Lee, Andrew, Riches, John, Peppler, Jonathan, Poitras, Annabel, Cheskes, Sheldon
Publikováno v:
In Resuscitation November 2024 204
Autor:
Zhong, Jiamin, Zhang, Lihuan, Chen, Kelie, Yuan, Xiaoyu, Cui, Zhenyan, Tang, Song, Zheng, Fang, Li, Ying, Héroux, Paul, Wu, Yihua, Xia, Dajing
Publikováno v:
In Ecotoxicology and Environmental Safety 1 October 2024 284
Autor:
Almeida, Jessica Leindorf de, Dumouchel, Joelle, Santos, Jeovana Jisla das Neves, Dulac, Yohan, Cabral, Alexandre R., Héroux, Martin
Publikováno v:
In Waste Management 15 December 2024 190:455-464
Autor:
Cui, Zhenyan, Liu, Zekun, Yuan, Xiaoyu, Lu, Kean, Li, Mengyao, Xu, Sinan, Chen, Kelie, Zheng, Fang, Li, Ying, Héroux, Paul, Wu, Yihua, Xia, Dajing
Publikováno v:
In Chemosphere August 2024 362
Publikováno v:
In Pattern Recognition Letters August 2024 184:14-20