Jiannong Fang - Publications, H-index & Citations

Jiannong Fang

ecole polytechnique federale de lausanne (epfl)

21H指数

68论文数

1.8K被引数

收录论文 16

发表时间

Improving the accuracy and interpretability of neural networks for wind power forecasting 提高神经网络在风力发电预测中的准确性和可解释性

International Journal of Electrical Power & Energy Systems

IF5

2025-08-21

PREAI

Wenlong Liao; Birgitte Bak-Jensen; Zhe Yang; Gonghao Zhang; Jiannong Fang; Fernando Porté-Agel

Explainable modeling for wind power forecasting: A Glass-Box model with high accuracy 可解释的风电功率预测建模：一种具有高精度的Glass-Box模型

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2025-06-01

PREAI

Liao, Wenlong; Fang, Jiannong; Bak-Jensen, Birgitte; Ruan, Guangchun; Porte-Agel, Fernando

TimeGPT in load forecasting: A large time series model perspective 负荷预测中的timegt: 大时间序列模型视角

APPLIED ENERGY

IF11

2025-02-01

OAAI

Liao, Wenlong; Wang, Shouxiang; Yang, Dechang; Yang, Zhe; Fang, Jiannong; Rehtanz, Christian; Porte-Agel, Fernando

Can we trust explainable artificial intelligence in wind power forecasting?我们可以在风电功率预测中信任可解释的人工智能吗？

APPLIED ENERGY

IF11

2024-12-01

OAAI

Liao, Wenlong; Fang, Jiannong; Ye, Lin; Bak-Jensen, Birgitte; Yang, Zhe; Porte-Agel, Fernando

Evolution of Turbulent Boundary Conditions on the Surface of Large Barchan Dunes: Anomalies in Aerodynamic Roughness and Shear Velocity, Aeolian Threshold, and the Role of Dune Skewness

JOURNAL OF GEOPHYSICAL RESEARCH-EARTH SURFACE

IF3.8

2024-09-18

OAAI

Louge, M. Y.; Valance, A.; Fang, J.; Harnett, S. J.; Porte-Agel, F.; Chasle, P.

Shifts in wind energy potential following land-use driven vegetation dynamics in complex terrain

SCIENCE OF THE TOTAL ENVIRONMENT

IF8

2018-10-01

OAAI

Fang, Jiannong; Peringer, Alexander; Stupariu, Mihai-Sorin; Patru-Stupariu, Ileana; Buttler, Alexandre; Golay, Francois; Porte-Agel, Fernando

Direct numberical simulation of turbulent slope flows up to Grash of number Gr=2.1 x 1011

JOURNAL OF FLUID MECHANICS

IF3.9

2017-09-22

PREAI

Giometto, M. G.; Katul, G. G.; Fang, J.; Parlange, M. B.

A coupled distinct lattice spring model for rock failure under dynamic loads

COMPUTERS AND GEOTECHNICS

IF6.2

2012-05-01

OAAI

Zhao, Gao-Feng; Khalili, Nasser; Fang, Jiannong; Zhao, Jian

Parallelization of the distinct lattice spring model 不同晶格弹簧模型的并行化

INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

IF3.6

2011-09-23

PREAI

Zhao, Gao-Feng; Fang, Jiannong; Sun, Liang; Zhao, Jian

Towards oscillation-free implementation of the immersed boundary method with spectral-like methods

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2011-09-01

OAAI

Fang, Jiannong; Diebold, Marc; Higgins, Chad; Parlange, Marc B.

A 3D distinct lattice spring model for elasticity and dynamic failure

INTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS

IF3.6

2011-05-04

279

OAAI

Zhao, Gao-Feng; Fang, Jiannong; Zhao, Jian

A non-homogeneous constitutive model for human blood. Part 1. Model derivation and steady flow

JOURNAL OF FLUID MECHANICS

IF3.9

2008-12-25

OAAI

Moyers-Gonzalez, Miguel; Owens, Robert G.; Fang, Jiannong

A regularized Lagrangian finite point method for the simulation of incompressible viscous flows 用于模拟不可压缩粘性流的正则化拉格朗日有限点方法

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2008-10-01

OAAI

Fang, Jiannong; Parriaux, Aurele

Backward simulation of the probability of a trace particle reaching a given region

PROBABILISTIC ENGINEERING MECHANICS

IF3.5

2005-01-01

OAAI

Fang, JN; Tacher, L; Parriaux, A

Fokker-Planck simulations of fast flows of melts and concentrated polymer solutions in complex geometries

JOURNAL OF RHEOLOGY

IF3.2

2003-03-01

OAAI

Lozinski, A; Chauvière, C; Fang, JN; Owens, RG

A thermodynamically admissible reptation model for fast flows of entangled polymers.: II.: Model predictions for shear and extensional flows

JOURNAL OF RHEOLOGY

IF3.2

2000-11-01

109

PREAI

Fang, JN; Kröger, M; Öttinger, HC

研究方向