Tian Guo - Concepedia

Author

Tian Guo

École Polytechnique Fédérale de Lausanne ORCID

Also Known As

Guo TIAN, Guo Tian, Guo, Tian, T Guo, T.D. Guo, Taicong Guo, Taiming GUO, Tian Guo, Tian, Guo

Publications

1.7K

Citations

H-Index

108

Concepts

All Affiliations

École Polytechnique Fédérale de Lausanne Tsinghua University Chinese Academy of Sciences University of Maryland, College Park ETH Zurich

About

Tian Guo is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	24	1.2K
2	Natural Sciences	5	5	339
3	Management	3	3	171
4	Business	2	2	46
5	Arts	1	1	14

Tian Guo

Publications

1.6K

Citations

H-Index

Page 1

	Year	Citations
Robust Online Time Series Prediction with Recurrent Neural Networks Tian Guo, Xu Zhao, Xin Yao, Forecasting MethodologyEngineeringMachine LearningData ScienceConcept Drift	2016	169
Hybrid Neural Networks for Learning the Trend in Time Series Tao Lin, Tian Guo, Karl Aberer Intermediate UpwardConvolutional Neural NetworkDeep Neural NetworksEngineeringMachine Learning	2017	138
Damage detection in a novel deep-learning framework: a robust method for feature extraction Tian Guo, Lianping Wu, Cunjun Wang, Structural Health Monitoring Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionNeural Network	2019	104
Upgrading CO2 to sustainable aromatics via perovskite-mediated tandem catalysis Tian Guo, Zhengwen Li, Chenxi Zhang, Nature Communications	2024	104
Exploring Interpretable LSTM Neural Networks over Multi-Variable Data Tian Guo, Tao Lin, Nino Antulov-Fantulin arXiv (Cornell University) Mixture Attention MechanismMulti-variable DataSequence ModellingEngineeringMachine Learning	2019	98
Data‐Driven High‐Throughput Rational Design of Double‐Atom Catalysts for Oxygen Evolution and Reduction Lianping Wu, Tian Guo, Teng Li Advanced Functional Materials EngineeringComputational ChemistryChemistryChemical EngineeringMaterials Science	2022	97
Machine learning-accelerated prediction of overpotential of oxygen evolution reaction of single-atom catalysts Lianping Wu, Tian Guo, Teng Li iScience EngineeringMachine LearningComputational ChemistryChemistryCatalyst Activation	2021	90
Rational design of transition metal single-atom electrocatalysts: a simulation-based, machine learning-accelerated study Lianping Wu, Tian Guo, Teng Li Journal of Materials Chemistry A EngineeringComputational ChemistryNew Research FrontierChemistryCatalyst Activation	2020	85
Highly Selective Conversion of CO<sub>2</sub> or CO into Precursors for Kerosene-Based Aviation Fuel via an Aldol–Aromatic Mechanism Tian Guo, Babar Ali, Chenxi Zhang, ACS Catalysis	2022	78
Bitcoin Volatility Forecasting with a Glimpse into Buy and Sell Orders Tian Guo, Albert Bifet, Nino Antulov-Fantulin	2018	66

Page 1