Leaderboards/Seismology and Earthquake Studies

Seismology and Earthquake Studies

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Jianye Shi
RWTH Aachen University
2
Anushka Joshi
Indian Institute of Technology Roorkee
3
Vasileios Linardos
International Hellenic University
4
Jack Woollam
Karlsruhe Institute of Technology
5
Gemma Cremen
University College London
6
Saddam Hussain Khan
Artificial Intelligence in Medicine (Canada)
7
Jiuxun Yin
SwissLitho (Switzerland)
8
Lucas Teixeira
Universidade Estadual de Maringá
9
Sacha Lapins
University of Oxford
10
Monique M. Kuglitsch
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Rising Stars Papers

1
An integrated approach for prediction of magnitude using deep learning techniques
Neural Computing and Applications|2024
36 cit.
2
AI to the rescue: how to enhance disaster early warnings with tech tools
Nature|2024
18 cit.
3
Real-time earthquake magnitude prediction using designed machine learning ensemble trained on real and CTGAN generated synthetic data
Geodesy and Geodynamics|2025
17 cit.
4
Machine learning driven dashboard for chronic myeloid leukemia prediction using protein sequences
PLoS ONE|2025
12 cit.
5
A Deep Attention Model for Onsite Estimation of Earthquake Epicenter Distance and Magnitude
IEEE Transactions on Geoscience and Remote Sensing|2024
10 cit.
6
DFTQuake: Tripartite Fourier attention and dendrite network for real-time early prediction of earthquake magnitude and peak ground acceleration
Engineering Applications of Artificial Intelligence|2025
9 cit.
7
Contrastive dissimilarity: optimizing performance on imbalanced and limited data sets
Neural Computing and Applications|2024
8 cit.
8
A new end‐user–oriented and dynamic approach to post‐disaster resilience quantification for individual facilities
Risk Analysis|2024
6 cit.
9
Cultivating Trust in AI for Disaster Management
Eos|2024
5 cit.
10
Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content
GeoHazards|2025
5 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Marine Denolle
Earth and Space Research
2
Wooseok Seo
Pusan National University
3
Patrick Lamare
Centre National de la Recherche Scientifique
4
Han Xiao
Tongji University
5
Alonso Alonso-Durá
Unknown
6
Hugo Soto
GFZ Helmholtz Centre for Geosciences
7
T. Edward Clee
Technology Applications (United States)
8
Scott Coughlin
Northwestern University
9
MW Stirling
GNS Science
10
Zhuowei Xiao
Chinese Academy of Sciences

Emerging Leaders Papers

1
Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers
Journal of Geophysical Research Solid Earth|2022
195 cit.
2
SeisBench—A Toolbox for Machine Learning in Seismology
Seismological Research Letters|2022
166 cit.
3
Detection of Earthquake Infragravity and Tsunami Waves With Underwater Distributed Acoustic Sensing
Geophysical Research Letters|2024
39 cit.
4
Optimal stacking of noise cross-correlation functions
Geophysical Journal International|2022
37 cit.
5
Pronounced Seismic Anisotropy in Kanto Sedimentary Basin: A Case Study of Using Dense Arrays, Ambient Noise Seismology, and Multi‐Modal Surface‐Wave Imaging
Journal of Geophysical Research Solid Earth|2022
35 cit.
6
The Seismic Signature of California's Earthquakes, Droughts, and Floods
Journal of Geophysical Research Solid Earth|2023
31 cit.
7
Locating the Precise Sources of High‐Frequency Microseisms Using Distributed Acoustic Sensing
Geophysical Research Letters|2022
29 cit.
8
Better Together: Ensemble Learning for Earthquake Detection and Phase Picking
IEEE Transactions on Geoscience and Remote Sensing|2023
20 cit.
9
Three-segmented counterflow pilot-scale electrodialysis for ammonia and potassium treatment in liquid anaerobic digestate: A trade-off among advanced ion removal, nutrients concentration limitation, and energy consumption
Chemical Engineering Journal|2023
17 cit.
10
Imaging the Kanto Basin seismic basement with earthquake and noise autocorrelation functions
Geophysical Journal International|2022
16 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Gregory C. Beroza
Stanford University
2
Yutaka Matsuo
The University of Tokyo
3
M. H. Ritzwoller
University of Colorado Boulder
4
Hiroo Kanamori
California Institute of Technology
5
Yehuda Ben‐Zion
University of Southern California
6
Yingjie Yang
North University of China
7
William L. Ellsworth
Stanford University
8
Peter M. Shearer
Scripps Institution of Oceanography
9
Egill Hauksson
California Institute of Technology
10
Stefan Wiemer
ETH Zurich

Current Senior Leaders Papers

1
A moment magnitude scale
Journal of Geophysical Research Atmospheres|1979
4k cit.
2
Earthquake shakes Twitter users
Unknown Journal|2010
3.7k cit.
3
Theoretical basis of some empirical relations in seismology
CaltechAUTHORS (California Institute of Technology)|1975
2.9k cit.
4
The energy release in great earthquakes
Journal of Geophysical Research Atmospheres|1977
2.5k cit.
5
Processing seismic ambient noise data to obtain reliable broad-band surface wave dispersion measurements
Geophysical Journal International|2007
2.4k cit.
6
Injection-Induced Earthquakes
Science|2013
2.4k cit.
7
High-Resolution Surface-Wave Tomography from Ambient Seismic Noise
Science|2005
2.3k cit.
8
Minimum Magnitude of Completeness in Earthquake Catalogs: Examples from Alaska, the Western United States, and Japan
Bulletin of the Seismological Society of America|2000
1.8k cit.
9
Moho depth variation in southern California from teleseismic receiver functions
Journal of Geophysical Research Atmospheres|2000
1.5k cit.
10
A Software Package to Analyze Seismicity: ZMAP
Seismological Research Letters|2001
1.4k cit.

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