Concepedia

Impact of digitization and artificial intelligence on carbon emissions considering variable interaction and heterogeneity: An interpretable deep learning modeling framework

Gongquan Zhang, Shenglin Ma, Mingxing Zheng, Li Cheng, Fangrong Chang, Fangbing Zhang

Sustainable Cities and Society · 2025 · 35 citations · 93 references

Concepts

ComputingComputer ScienceEnvironmental SciencesArtificial IntelligenceEnvironmental ModelingMachine LearningCarbon Emissions ManagementCarbon FootprintingDeep LearningEnvironmental Systems ModelingGreenhouse Gas AccountingNeural NetworksCarbon Data ModelingCarbon Dioxide EmissionsEmission Scenario ModelingEmissions Scenario ModelingInterpretable ModelingInterpretable Neural NetworksNeural Network Interpretability

References

93

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

A. Sherstinsky · Physica D Nonlinear Phenomena · 2020 · 5.4K citations · Full text

Computing, Computer Science, Machine Learning +9

Industry 4.0: Towards future industrial opportunities and challenges

Keliang Zhou, Lifeng Zhou · 2015 · 1.2K citations

Engineering, Industrial Engineering, Manufacturing Engineering +17

Deep & Cross Network for Ad Click Predictions

Ruoxi Wang, Bin Fu, Gang Fu et al. · 2017 · 1.1K citations · Full text

Computing, Computer Science, Artificial Intelligence +15

Digitalization and energy consumption. Does ICT reduce energy demand?

Steffen Lange, Johanna Pohl, Tilman Santarius · Ecological Economics · 2020 · 1.1K citations

Computing, Computer Science, Information Technology +14

Innovation in emerging economies: Research on the digital economy driving high-quality green development

Dan Ma, Qing Zhu · Journal of Business Research · 2022 · 826 citations

Management, Business, Economics +15