Xiaomeng Huang

Xiaomeng Huang

Tsinghua University

H-index: 30

Asia-China

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:

Multiscale spatiotemporal meteorological drought prediction: A deep learning approach

Reply to “Beyond microbial carbon use efficiency”

Reply to: Model uncertainty obscures major driver of soil carbon

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

Matrix Approach to Accelerate Spin‐Up of CLM5

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

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

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

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

Tsinghua University

Google Scholar

View Google Scholar Profile

Xiaomeng Huang Skills & Research Interests

Earth System Model

HPC

Big Data

AI

Top articles of Xiaomeng Huang

Title

Journal

Author(s)

Publication Date

Multiscale spatiotemporal meteorological drought prediction: A deep learning approach

Advances in Climate Change Research

Jia-Li ZHANG

Xiao-Meng HUANG

SUN Yu-Ze

2024/4/8

Reply to “Beyond microbial carbon use efficiency”

National Science Review

Feng Tao

Johannes Lehmann

Ying-Ping Wang

Lifen Jiang

Bernhard Ahrens

...

2024/4

Reply to: Model uncertainty obscures major driver of soil carbon

Nature

Feng Tao

Benjamin Z Houlton

Serita D Frey

Johannes Lehmann

Stefano Manzoni

...

2024/3/7

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

Shu Fu

Wenyu Huang

Runqing Lv

Zifan Yang

Tianpei Qiu

...

2023/5

Matrix Approach to Accelerate Spin‐Up of CLM5

Journal of Advances in Modeling Earth Systems

Cuijuan Liao

Xingjie Lu

Yuanyuan Huang

Feng Tao

David M Lawrence

...

2023/8

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

Frontiers in Marine Science

Mingqing Wang

Danni Wang

Yanfei Xiang

Yishuang Liang

Ruixue Xia

...

2023/2/6

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

Nature Communications

Zhao Li

Philippe Ciais

Jonathon S Wright

Yong Wang

Shu Liu

...

2023/7/11

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

arXiv preprint arXiv:2301.10022

Wei Xiong

Xiaomeng Huang

Ziyang Zhang

Ruixuan Deng

Pei Sun

...

2023/1/24

Prediction of ENSO using multivariable deep learning

Atmospheric and Oceanic Science Letters

Yue Chen

Xiaomeng Huang

Jing-Jia Luo

Yanluan Lin

Jonathon S Wright

...

2023/7/1

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

bioRxiv

Feng Tao

Benjamin Z Houlton

Serita D Frey

Johannes Lehmann

Stefano Manzoni

...

2023

Microbial carbon use efficiency promotes global soil carbon storage

Nature

Feng Tao

Yuanyuan Huang

Bruce A Hungate

Stefano Manzoni

Serita D Frey

...

2023/6/29

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

Feng Tao

Benjamin Z Houlton

Yuanyuan Huang

Ying-Ping Wang

Stefano Manzoni

...

2023/11/20

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

IEEE Transactions on Intelligent Transportation Systems

Qiong Chen

Liangru Xie

Lirong Zeng

Sining Jiang

Weiping Ding

...

2023/6/23

Koopmanlab: machine learning for solving complex physics equations

APL Machine Learning

Wei Xiong

Muyuan Ma

Xiaomeng Huang

Ziyang Zhang

Pei Sun

...

2023/9/1

Disentangling land model uncertainty via Matrix-based Ensemble Model Inter-comparison Platform (MEMIP)

Ecological Processes

Cuijuan Liao

Yizhao Chen

Jingmeng Wang

Yishuang Liang

Yansong Huang

...

2022/12

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

Authorea Preprints

Xiaomeng Huang

Yuwen Chen

Yi Li

Yue Chen

Chi Yan Tsui

...

2022/11/24

Microbe-iron interactions control lignin decomposition in soil

Soil Biology and Biochemistry

Cuijuan Liao

Wenjuan Huang

Jon Wells

Ruiying Zhao

Keanan Allen

...

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

Bo Zhang

Muyuan Ma

Mingqing Wang

Danfeng Hong

Le Yu

...

2022/8/9

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

IEEE Transactions on Fuzzy Systems

Qiong Chen

Weiping Ding

Xiaomeng Huang

Hao Wang

2022/7/13

Super-resolution reconstruction of a 3 arc-second global DEM dataset

Science bulletin

Bo Zhang

Wei Xiong

Muyuan Ma

Mingqing Wang

Dong Wang

...

2022/12/31

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