Results 11 to 20 of about 170,741 (169)
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 2021 We demonstrate that transformers obtain impressive performance even when some of the layers are randomly initialized and never updated. Inspired by old and well-established ideas in machine learning, we explore a variety of non-linear "reservoir" layers interspersed with regular transformer layers, and show improvements in wall-clock compute time until
Sheng Shen 0001 +5 more
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Lithosphere, 2022 Amalgamation of the Yangtze and Cathaysia blocks in the context of Gondwana assembly in the early Paleozoic has been addressed for decades, but the far-field effects on the Yangtze Block during the amalgamation remain unclear.
Hao Tang +8 more
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Petroleum, 2022 A great breakthrough was achieved on the Middle Devonian's oil-gas exploration in the Longmenshan area in northwestern Sichuan. However, only the Guanwushan Formation was researched in detail.
Shixuan Zhang +6 more
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Genesis and pore evolution of dolomite reservoir in the Majiagou Formation, Ordos Basin, China
Energy Exploration & Exploitation, 2022 In gypsum–carbonate rock assemblages, multistage and complex fluids control the formation of dolomite reservoirs that are a focus of hydrocarbon exploration. It is difficult to determine the types of dolomite reservoirs and their formation mechanisms due
Baobao Wang +8 more
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Petroleum Exploration and Development, 2022 Aiming at the scientific problem that only part of dolomite acts as dolomite reservoir, this paper takes the multiple dolomite-bearing formations in the Tarim and Ordos basins, NW China and Sichuan Basin, SW China as the study object, by means of mineral
Anjiang SHEN +4 more
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Journal of Palaeogeography, 2020 This study describes a sequence of microbialites and volcanics of the Lower Cretaceous Shipu Group, an example of microbialites influenced by volcanic activity.
Xiao-Fang Wang +10 more
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Petroleum Exploration and Development, 2023 Mesozoic marine shale oil was found in the Qiangtang Basin by a large number of hydrocarbon geological surveys and shallow drilling sampling. Based on systematic observation and experimental analysis of outcrop and core samples, the deposition and ...
Anjiang SHEN +15 more
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Petroleum Exploration and Development, 2021 A new method for reconstructing the geological history of hydrocarbon accumulation is developed, which are constrained by U-Pb isotope age and clumped isotope (Δ47) temperature of host minerals of hydrocarbon-bearing inclusions. For constraining the time
Anjiang SHEN +5 more
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Multifunctionality in a reservoir computer [PDF]
Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021 Multifunctionality is a well observed phenomenological feature of biological neural networks and considered to be of fundamental importance to the survival of certain species over time. These multifunctional neural networks are capable of performing more than one task without changing any network connections.
Andrew Flynn +2 more
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Reservoir stack machines [PDF]
Neurocomputing, 2022 in print at the Journal ...
Paaßen, Benjamin +2 more
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