Xiaomeng Huang

About Xiaomeng Huang

Xiaomeng Huang, With an exceptional h-index of 30 and a recent h-index of 21 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Earth System Model, HPC, Big Data, AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Reply to: Model uncertainty obscures major driver of soil carbon

Multiscale spatiotemporal meteorological drought prediction: A deep learning approach

Reply to “Beyond microbial carbon use efficiency”

Convergence in simulating global soil organic carbon by structurally different models after data assimilation

Koopmanlab: machine learning for solving complex physics equations

Matrix Approach to Accelerate Spin‐Up of CLM5

Increased precipitation over land due to climate feedback of large-scale bioenergy cultivation

Prediction of ENSO using multivariable deep learning

Xiaomeng Huang Information

University

Position

___

Citations(all)

5617

Citations(since 2020)

3807

Cited By

3073

hIndex(all)

30

hIndex(since 2020)

21

i10Index(all)

70

i10Index(since 2020)

45

Email

University Profile Page

Google Scholar

Xiaomeng Huang Skills & Research Interests

Earth System Model

HPC

Big Data

AI

Top articles of Xiaomeng Huang

Multiscale spatiotemporal meteorological drought prediction: A deep learning approach

Advances in Climate Change Research

2024/4/8

Reply to “Beyond microbial carbon use efficiency”

National Science Review

2024/4

Convergence in simulating global soil organic carbon by structurally different models after data assimilation

2023/11/20

Koopmanlab: machine learning for solving complex physics equations

APL Machine Learning

2023/9/1

Matrix Approach to Accelerate Spin‐Up of CLM5

Journal of Advances in Modeling Earth Systems

2023/8

Feng Tao
Feng Tao

H-Index: 2

Xiaomeng Huang
Xiaomeng Huang

H-Index: 18

Yiqi Luo
Yiqi Luo

H-Index: 82

Increased precipitation over land due to climate feedback of large-scale bioenergy cultivation

Nature Communications

2023/7/11

Prediction of ENSO using multivariable deep learning

Atmospheric and Oceanic Science Letters

2023/7/1

Microbial carbon use efficiency promotes global soil carbon storage

Nature

2023/6/29

Neighborhood rough residual network–based outlier detection method in IoT-enabled maritime transportation systems

IEEE Transactions on Intelligent Transportation Systems

2023/6/23

Develop an ocean-atmosphere-wave regional coupled model Windwave version 1.0 for predicting wind and wave conditions of the Northwest Pacific Ocean

EGU General Assembly Conference Abstracts

2023/5

Fusion of ocean data from multiple sources using deep learning: Utilizing sea temperature as an example

Frontiers in Marine Science

2023/2/6

Koopman neural operator as a mesh-free solver of non-linear partial differential equations

arXiv preprint arXiv:2301.10022

2023/1/24

Reply to: Contribution of carbon inputs to soil carbon accumulation cannot be neglected

bioRxiv

2023

Historical fate of global soil organic carbon in the past century

AGU Fall Meeting Abstracts

2022/12

Improving machine learning-based weather forecast post-processing with clustering and transfer learning

Authorea Preprints

2022/11/24

Microbe-iron interactions control lignin decomposition in soil

Soil Biology and Biochemistry

2022/10/1

Enhanced resolution of FY4 remote sensing visible spectrum images utilizing super-resolution and transfer learning techniques

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

2022/8/9

Generalized interval type-II fuzzy rough model-based feature discretization for mixed pixels

IEEE Transactions on Fuzzy Systems

2022/7/13

See List of Professors in Xiaomeng Huang University(Tsinghua University)