Fuchang Gao

University of Idaho — United States

Mathematics · Physical Sciences

17h-index1.8kcitations66works0.82yr avg
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Research Topics

Statistical Methods and Inference(13), Financial Risk and Volatility Modeling(12), Stochastic processes and financial applications(11), Point processes and geometric inequalities(9), Probability and Risk Models(7)

Publications66 total

Optimizing winograd-based convolution with DCU’s matrix cores
CCF Transactions on High Performance Computing·2025
Data-Aware Customization of Activation Functions Reduces Neural Network Error
Communications in computer and information science·2025Open Access
Convex regression in multidimensions: Suboptimality of least squares estimators
The Annals of Statistics·2024· 2 cited
Flame made low Pt loading catalysts supported on different metal oxides for catalytic combustion of CO and CH<sub>4</sub>
Energy Materials·2024· 1 citedOpen Access
Data-aware customization of activation functions reduces neural network error
arXiv (Cornell University)·2023· 5 citedOpen Access
$Ae^2I$: A Double Autoencoder for Imputation of Missing Values
arXiv (Cornell University)·2023· 2 citedOpen Access
Deep Learning in Geoscience
Encyclopedia of earth sciences series/Encyclopedia of earth sciences·2023
Contrastive Metric Learning for Lithium Super-ionic Conductor Screening
SN Computer Science·2022· 2 citedOpen Access
SepNet: A neural network for directionally correlated data
Neural Networks·2022· 2 citedOpen Access
Predicting the Materials Properties Using a 3D Graph Neural Network With Invariant Representation
IEEE Access·2022· 14 citedOpen Access
Predicting Material Properties Using a 3D Graph Neural Network with Invariant Local Descriptors
arXiv (Cornell University)·2021· 1 citedOpen Access
Deep Learning in Geoscience
Encyclopedia of earth sciences series/Encyclopedia of earth sciences·2021
A Use of Even Activation Functions in Neural Networks
arXiv (Cornell University)·2020· 1 citedOpen Access
Flame spray pyrolysis made Pt/TiO2 photocatalysts with ultralow platinum loading and high hydrogen production activity
Proceedings of the Combustion Institute·2020· 46 cited
Convex Regression in Multidimensions: Suboptimality of Least Squares Estimators
arXiv (Cornell University)·2020· 10 citedOpen Access
A New H2 Regularity Condition of the Solution to Dirichlet Problem of the Poisson Equation and Its Applications
Acta Mathematica Sinica English Series·2019· 6 citedOpen Access
A Probabilistic Characterization of Negative Definite Functions
Progress in probability·2019· 2 citedOpen Access
Metric Entropy of Classes of Sets with Positive Reach
Constructive Approximation·2017· 3 cited
Entropy of Convex Functions on $$\mathbb {R}^d$$ R d
Constructive Approximation·2017· 15 citedOpen Access
Metric entropy of $q$-hulls in Banach spaces of type-$p$
Proceedings of the American Mathematical Society·2017Open Access
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Frequent Co-authors

Jon A. Wellner(7), Jan Hannig(4), Fred Torcaso(4), Wenbo V. Li(4), Sandra Paterlini(3), Yuhong Yang(3), Wenbo Li(3), Boyu Zhang(3), Lixing Han(2), Zuwei Xu(2), Haibo Zhao(2), Ron C. Blei(2), Gil Kur(2), Adityanand Guntuboyina(2), Bodhisattva Sen(2), Zhan Wang(2), Daniel Hug(1), Rolf Schneider(1), Tsenwhei Yu Lee(1), Tzong-Yow Lee(1)