Zobrazeno 1 - 10
of 987
pro vyhledávání: '"P. Huszár"'
Autor:
M. Belda, N. Benešová, J. Resler, P. Huszár, O. Vlček, P. Krč, J. Karlický, P. Juruš, K. Eben
Publikováno v:
Geoscientific Model Development, Vol 17, Pp 3867-3878 (2024)
This paper introduces FUME 2.0, an open-source emission processor for air quality modeling, and documents the software structure, capabilities, and sample usage. FUME provides a customizable framework for emission preparation tailored to user needs.
Externí odkaz:
https://doaj.org/article/12af1c14d44f41119fbe4c5be892fd4f
Publikováno v:
Atmospheric Chemistry and Physics, Vol 24, Pp 4347-4387 (2024)
Fine particulate matter (PM2.5) is among the air pollutants representing the most critical threat to human health in Europe. For designing strategies to mitigate this kind of air pollution, it is essential to identify and quantify the sources of its
Externí odkaz:
https://doaj.org/article/54992f1079024f74bd7a200fe5a87bad
Proximal policy optimization (PPO) is a widely-used algorithm for on-policy reinforcement learning. This work offers an alternative perspective of PPO, in which it is decomposed into the inner-loop estimation of update vectors, and the outer-loop app
Externí odkaz:
http://arxiv.org/abs/2411.00666
LLMs show remarkable emergent abilities, such as inferring concepts from presumably out-of-distribution prompts, known as in-context learning. Though this success is often attributed to the Transformer architecture, our systematic understanding is li
Externí odkaz:
http://arxiv.org/abs/2409.13728
Autor:
J. Resler, K. Eben, J. Geletič, P. Krč, M. Rosecký, M. Sühring, M. Belda, V. Fuka, T. Halenka, P. Huszár, J. Karlický, N. Benešová, J. Ďoubalová, K. Honzáková, J. Keder, Š. Nápravníková, O. Vlček
Publikováno v:
Geoscientific Model Development, Vol 14, Pp 4797-4842 (2021)
In recent years, the PALM 6.0 modelling system has been rapidly developing its capability to simulate physical processes within urban environments. Some examples in this regard are energy-balance solvers for building and land surfaces, a radiative tr
Externí odkaz:
https://doaj.org/article/5e81aa350ed14532acdc4d757739d64a
Publikováno v:
Atmospheric Chemistry and Physics, Vol 20, Pp 15061-15077 (2020)
Cities and urban areas are well-known for their impact on meteorological variables and thereby modification of the local climate. Our study aims to generalize the urban-induced changes in specific meteorological variables by introducing a single phen
Externí odkaz:
https://doaj.org/article/157685e044284bea8c26f2cfa984c01f
Autor:
Bonnet, Édouard, Huszár, Kristóf
Building on Whitney's classical method of triangulating smooth manifolds, we show that every compact $d$-dimensional smooth manifold admits a triangulation with dual graph of twin-width at most $d^{O(d)}$. In particular, it follows that every compact
Externí odkaz:
http://arxiv.org/abs/2407.10174
Identifying latent representations or causal structures is important for good generalization and downstream task performance. However, both fields have been developed rather independently. We observe that several methods in both representation and ca
Externí odkaz:
http://arxiv.org/abs/2406.14302
We study causal effect estimation in a setting where the data are not i.i.d. (independent and identically distributed). We focus on exchangeable data satisfying an assumption of independent causal mechanisms. Traditional causal effect estimation fram
Externí odkaz:
http://arxiv.org/abs/2405.18836
Autor:
Guo, Siyuan, Didolkar, Aniket, Ke, Nan Rosemary, Goyal, Anirudh, Huszár, Ferenc, Schölkopf, Bernhard
We are beginning to see progress in language model assisted scientific discovery. Motivated by the use of LLMs as a general scientific assistant, this paper assesses the domain knowledge of LLMs through its understanding of different mathematical ski
Externí odkaz:
http://arxiv.org/abs/2405.15485