標(biāo)題: Titlebook: Deep Learning in Multi-step Prediction of Chaotic Dynamics; From Deterministic M Matteo Sangiorgio,Fabio Dercole,Giorgio Guariso Book 2021 [打印本頁] 作者: LANK 時間: 2025-3-21 19:56
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics影響因子(影響力)
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics影響因子(影響力)學(xué)科排名
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics網(wǎng)絡(luò)公開度
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics網(wǎng)絡(luò)公開度學(xué)科排名
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics被引頻次
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics被引頻次學(xué)科排名
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics年度引用
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics年度引用學(xué)科排名
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics讀者反饋
書目名稱Deep Learning in Multi-step Prediction of Chaotic Dynamics讀者反饋學(xué)科排名
作者: Confidential 時間: 2025-3-22 00:12 作者: Coronation 時間: 2025-3-22 03:03 作者: 奇怪 時間: 2025-3-22 07:11
Book 2021uctures specific for sequence-to-sequence tasks. The book also presents one of the first attempts in the context of environmental time series forecasting of applying transfer-learning techniques such as domain adaptation..作者: 數(shù)量 時間: 2025-3-22 10:03 作者: Alveolar-Bone 時間: 2025-3-22 13:44
Paria Shirani,Lingyu Wang,Mourad Debbabia reference trajectory along independent directions. When a model is not available, an attractor can be estimated in the space of delayed outputs, that is, using a finite moving window on the data time series as state vector along the trajectory.作者: Alveolar-Bone 時間: 2025-3-22 18:22 作者: 中子 時間: 2025-3-22 23:30
Book 2021ost of the current literature, it implements a multi-step approach, i.e., the forecast of an entire interval of future values. This is relevant for many applications, such as model predictive control, that requires predicting the values for the whole receding horizon. Going progressively from determ作者: 音樂學(xué)者 時間: 2025-3-23 01:22 作者: 令人悲傷 時間: 2025-3-23 09:29
M. L. Simoons,T. Boehmer,J. Roelandt,J. Poolresents a challenging task. Lastly, we consider two real-world time series of solar irradiance and ozone concentration, measured at two stations in Northern Italy. These dynamics are shown to be chaotic movements by means of the tools of nonlinear time-series analysis.作者: atrophy 時間: 2025-3-23 13:34
M. L. Simoons,T. Boehmer,J. Roelandt,J. PoolM trained without teacher forcing, remains the best also in the stochastic and non-stationary environments. Finally, we examine solar irradiance and ozone concentration time series, and again the same predictor turns out to be the best and can also be reliably applied to similar datasets in the same domain (domain adaptation).作者: 食草 時間: 2025-3-23 14:19 作者: 支柱 時間: 2025-3-23 21:06
,Neural Predictors’ Accuracy,M trained without teacher forcing, remains the best also in the stochastic and non-stationary environments. Finally, we examine solar irradiance and ozone concentration time series, and again the same predictor turns out to be the best and can also be reliably applied to similar datasets in the same domain (domain adaptation).作者: hegemony 時間: 2025-3-23 22:41
Lecture Notes in Computer Science and recurrent architectures, considering different training methods and forecasting strategies. The predictors are evaluated on a wide range of problems, from low-dimensional deterministic cases to real-world time series.作者: 議程 時間: 2025-3-24 05:17
Prognostic Value of Stress Testingtraining procedure of the different predictors and introduce some advanced neural architectures to give an overview of possible advantages/disadvantages with respect to those implemented in this study.作者: MELON 時間: 2025-3-24 08:35 作者: insipid 時間: 2025-3-24 13:10 作者: Root494 時間: 2025-3-24 15:31 作者: declamation 時間: 2025-3-24 20:51 作者: 自制 時間: 2025-3-25 01:38
SpringerBriefs in Applied Sciences and Technologyhttp://image.papertrans.cn/d/image/264625.jpg作者: 亞當(dāng)心理陰影 時間: 2025-3-25 04:40
https://doi.org/10.1007/978-3-030-94482-7Chaotic attractors; Neural network training; Recurrent neural networks; Henon systems; Exposure bias; env作者: 滑動 時間: 2025-3-25 10:49
978-3-030-94481-0The Author(s), under exclusive license to Springer Nature Switzerland AG 2021作者: ACE-inhibitor 時間: 2025-3-25 15:28 作者: OPINE 時間: 2025-3-25 18:44
Lecture Notes in Computer ScienceThe forecasting of these dynamics has attracted the attention of many scientists since the discovery of chaos by Lorenz in the 1960s. In the last decades, machine learning techniques have shown a greater predictive accuracy than traditional tools from nonlinear time-series analysis. In particular, a作者: 獨行者 時間: 2025-3-25 23:26
Paria Shirani,Lingyu Wang,Mourad Debbabid by several kinds of deterministic nonlinear systems. We introduce the class of discrete-time autonomous systems so that an output time series can directly represent data measurements in a real system. The two basic concepts defining chaos are that of attractor—a bounded subset of the state space a作者: 注射器 時間: 2025-3-26 01:34
M. L. Simoons,T. Boehmer,J. Roelandt,J. Poolre the prototypes of chaos in non-reversible and reversible systems, respectively, and two generalized Hénon maps, which represent cases of low- and high-dimensional hyperchaos. We also present a modified version of the traditional logistic map, introducing a slow periodic dynamic of the growth rate作者: intention 時間: 2025-3-26 07:37
M. L. Simoons,T. Boehmer,J. Roelandt,J. Poolmore tangled in the prediction on a multiple-step horizon and consequently the task can be framed in different ways. For example, one can develop a single-step predictor to be used recursively along the forecasting horizon (recursive approach) or develop a multi-output model that directly forecasts 作者: Mechanics 時間: 2025-3-26 08:37
M. L. Simoons,T. Boehmer,J. Roelandt,J. Poolhe classical case of measurement noise by adding a random Gaussian signal of different intensity to the deterministic output of some archetypal chaotic systems. Then, we examine the critical case of structural noise, represented by the slow variation of the growth rate parameter of the logistic map.作者: 多產(chǎn)子 時間: 2025-3-26 13:32
Prognostic Value of Stress Testingpecific information to ensure the reproducibility of a wide number of numerical experiments. A sensitivity analysis on some critical aspects is provided in order to prove the robustness of our setting. Considering the long-term behavior of the predictors, those trained for the one-step forecasting a作者: Myocyte 時間: 2025-3-26 20:32
Laurence Kay,André Rossi,Valdur Saks difficulty of their prediction. Our analysis shows that the LSTM predictor trained without teacher forcing is the most accurate approach in the forecasting of complex oscillatory time series. This predictor always provides the best accuracy in all the considered tasks, spanning a wide range of comp作者: 乏味 時間: 2025-3-26 23:47 作者: Foreshadow 時間: 2025-3-27 05:00 作者: Neolithic 時間: 2025-3-27 07:04
Artificial and Real-World Chaotic Oscillators,re the prototypes of chaos in non-reversible and reversible systems, respectively, and two generalized Hénon maps, which represent cases of low- and high-dimensional hyperchaos. We also present a modified version of the traditional logistic map, introducing a slow periodic dynamic of the growth rate作者: Guaff豪情痛飲 時間: 2025-3-27 12:41
Neural Approaches for Time Series Forecasting,more tangled in the prediction on a multiple-step horizon and consequently the task can be framed in different ways. For example, one can develop a single-step predictor to be used recursively along the forecasting horizon (recursive approach) or develop a multi-output model that directly forecasts 作者: arousal 時間: 2025-3-27 13:38
,Neural Predictors’ Accuracy,he classical case of measurement noise by adding a random Gaussian signal of different intensity to the deterministic output of some archetypal chaotic systems. Then, we examine the critical case of structural noise, represented by the slow variation of the growth rate parameter of the logistic map.作者: 凝乳 時間: 2025-3-27 21:41 作者: 拒絕 時間: 2025-3-28 00:53 作者: 最低點 時間: 2025-3-28 05:15 作者: Armada 時間: 2025-3-28 08:54
responding better and faster to the changing world and growing community expectations. This chapter examines the movement of PHC in the last four decades with respect to health promotion and repeat calls to promoting PHC in making social and behavioural changes to improve population health in all c作者: flaunt 時間: 2025-3-28 10:38
1569-268X al principles form the foundation. In reading the different chapters, it appears that more than ever significant advances in biotechnology very often depend on breakthroughs in the biotechnology itself (e.g.978-90-481-5741-9978-0-306-46891-9Series ISSN 1569-268X 作者: Bombast 時間: 2025-3-28 15:38
Textbook 1989Latest editionte video, complete with an audio soundtrack, photocopiable practice material and lecturer‘s notes, features authentic language in everyday situations. French speakers from the Francophone world - all on scene in France - make the sights, sounds and language of France come alive The programme can be 作者: 匯總 時間: 2025-3-28 21:42
Experimental Study of Shock-wave Structure,xpressed in nonlinearity of the basic differential equations of gasdynamics ; and 2) statistical inequilibrium, which is peculiar to a moving medium (excluding certain types of motion ; for example, uniform translational motion of the system as a whole in a homogeneous field of external forces).作者: CRUC 時間: 2025-3-28 23:16
0077-0671 strategien zum Nachweis der Wirksamkeit einzelner Versorgungskomponenten erforderlich. An 23 Untersuchungen zur Wirksamkeit von Einrichtungen oder Teilsystemen lokaler/regionaler Versorgungsnetze werden wesentliche Bestandteile evaluativer Studien diskutiert und ein Analysemodell entwickelt, das ein
