Zobrazeno 1 - 10
of 115
pro vyhledávání: '"Thölke P"'
Autor:
Bellemare-Pepin, Antoine, Lespinasse, François, Thölke, Philipp, Harel, Yann, Mathewson, Kory, Olson, Jay A., Bengio, Yoshua, Jerbi, Karim
The recent surge in the capabilities of Large Language Models (LLMs) has led to claims that they are approaching a level of creativity akin to human capabilities. This idea has sparked a blend of excitement and apprehension. However, a critical piece
Externí odkaz:
http://arxiv.org/abs/2405.13012
Autor:
Pelaez, Raul P., Simeon, Guillem, Galvelis, Raimondas, Mirarchi, Antonio, Eastman, Peter, Doerr, Stefan, Thölke, Philipp, Markland, Thomas E., De Fabritiis, Gianni
Achieving a balance between computational speed, prediction accuracy, and universal applicability in molecular simulations has been a persistent challenge. This paper presents substantial advancements in the TorchMD-Net software, a pivotal step forwa
Externí odkaz:
http://arxiv.org/abs/2402.17660
Autor:
Cui, Wenhui, Jeong, Woojae, Thölke, Philipp, Medani, Takfarinas, Jerbi, Karim, Joshi, Anand A., Leahy, Richard M.
To handle the scarcity and heterogeneity of electroencephalography (EEG) data for Brain-Computer Interface (BCI) tasks, and to harness the power of large publicly available data sets, we propose Neuro-GPT, a foundation model consisting of an EEG enco
Externí odkaz:
http://arxiv.org/abs/2311.03764
Autor:
Majewski, Maciej, Pérez, Adrià, Thölke, Philipp, Doerr, Stefan, Charron, Nicholas E., Giorgino, Toni, Husic, Brooke E., Clementi, Cecilia, Noé, Frank, De Fabritiis, Gianni
A generalized understanding of protein dynamics is an unsolved scientific problem, the solution of which is critical to the interpretation of the structure-function relationships that govern essential biological processes. Here, we approach this prob
Externí odkaz:
http://arxiv.org/abs/2212.07492
Autor:
Thölke, Henri, Kosiol, Jens
Evolutionary algorithms usually explore a search space of solutions by means of crossover and mutation. While a mutation consists of a small, local modification of a solution, crossover mixes the genetic information of two solutions to compute a new
Externí odkaz:
http://arxiv.org/abs/2208.10881
Autor:
Thölke, Philipp, De Fabritiis, Gianni
The prediction of quantum mechanical properties is historically plagued by a trade-off between accuracy and speed. Machine learning potentials have previously shown great success in this domain, reaching increasingly better accuracy while maintaining
Externí odkaz:
http://arxiv.org/abs/2202.02541
Autor:
Maciej Majewski, Adrià Pérez, Philipp Thölke, Stefan Doerr, Nicholas E. Charron, Toni Giorgino, Brooke E. Husic, Cecilia Clementi, Frank Noé, Gianni De Fabritiis
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-13 (2023)
Abstract A generalized understanding of protein dynamics is an unsolved scientific problem, the solution of which is critical to the interpretation of the structure-function relationships that govern essential biological processes. Here, we approach
Externí odkaz:
https://doaj.org/article/7874019063c44680acebcb0eb6d2fbc6
Autor:
Philipp Thölke, Yorguin-Jose Mantilla-Ramos, Hamza Abdelhedi, Charlotte Maschke, Arthur Dehgan, Yann Harel, Anirudha Kemtur, Loubna Mekki Berrada, Myriam Sahraoui, Tammy Young, Antoine Bellemare Pépin, Clara El Khantour, Mathieu Landry, Annalisa Pascarella, Vanessa Hadid, Etienne Combrisson, Jordan O’Byrne, Karim Jerbi
Publikováno v:
NeuroImage, Vol 277, Iss , Pp 120253- (2023)
Machine learning (ML) is increasingly used in cognitive, computational and clinical neuroscience. The reliable and efficient application of ML requires a sound understanding of its subtleties and limitations. Training ML models on datasets with imbal
Externí odkaz:
https://doaj.org/article/5a4ec21c2d304490b2ba04066277b185
Autor:
Philipp Lennartz, Dennis Thölke, Ali Bashiri Dezfouli, Mathias Pilz, Dominik Lobinger, Verena Messner, Hannah Zanth, Karen Ainslie, Morteza Hasanzadeh Kafshgari, Gerhard Rammes, Markus Ballmann, Martin Schlegel, Gemma Ann Foulds, Alan Graham Pockley, Friederike Schmidt-Graf, Gabriele Multhoff
Publikováno v:
Biomedicines, Vol 11, Iss 12, p 3235 (2023)
The presence of circulating Hsp70 levels and their influence on the immunophenotype of circulating lymphocyte subsets were examined as diagnostic/prognostic biomarkers for the overall survival (OS) in patients with IDH-mutant WHO grade 3 oligodendrog
Externí odkaz:
https://doaj.org/article/731dfc3cabc5494998db10e7fe4e1dee
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