IAMG2025
The 23. annual conference of the IAMG
October 08 - 13, 2025, Zhuhai, China

Scientific Programme

Current Programme
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This programme schedule is tentative and will be regularly updated during the conference.
ORAL: Oral Contribution (typically 18min + 6min Discussion)
REMOTE ORAL: Remotely presented Oral Contribution (typically 18min + 6min Discussion)
POSTER: Poster Contribution (1-2min Teaser ORAL presentation+Poster Session later)
ANY: Change to ORAL proposed to contribution on the ORAL waiting list
R1-R7: Rooms

S00 Plenary Session

International Association for Mathematical Geosciences

Fri Oct 10th D209 09:00:00

S0001. Data-Driven Computational Modelling in Geodynamics
Alik Ismail-Zadeh*
09:00 Fri Oct 10th D209 KEYNOTE
S0002. Data-knowledge dual-driven mineral prospectivity mapping
Renguang Zuo*
13:30 Fri Oct 10th D209 KEYNOTE

Sat Oct 11th D209 09:00:00

S0003. From Particles to Patterns: An Odyssey from Physics to Geostatistics and Beyond
Dionysios Christopoulos*
09:00 Sat Oct 11th D209 KEYNOTE
S0004. Data-driven traveling in deep time: a unique way of mathematical geologists for exploring the operation of early Earth
Guoxiong Chen*
13:30 Sat Oct 11th D209 KEYNOTE

Sun Oct 12th D209 09:00:00

S0005. Unlocking Geological Resource Potential and Fostering Institutional Development through Cross-Border Collaboration: A lesson from Southern Namibia
Anna Nguno*
09:00 Sun Oct 12th D209 KEYNOTE
S0006. Revealing Subsurface Petrophysical Properties Through Bayesian Learning
Dario Grana*
13:30 Sun Oct 12th D209 KEYNOTE

Mon Oct 13th D209 09:00:00

S0007. Learning from Data, Learning from Planets: AI methods for Earth and Space Exploration
Anirudh Prabhu*
09:00 Mon Oct 13th D209 KEYNOTE

S01 AI-driven Numerical Modeling and Data Assimilation in Geodynamics

Fan Xiao (Sun Yat-University), Dunhui Xiao (Tongji University), Zenghua Li (East China University of Technology), Xiaohui Li (Hefei University of Technology), Zhankun Liu (Central South University), Xinguang He (Hunan Normal University)

Fri Oct 10th D209 10:30:00

S0101. Deep learning-based surrogate modeling for high-throughput computational simulation of mineralization dynamics
Fan Xiao*, Ao Tang
10:30 Fri Oct 10th D209 ORAL
S0102. Structural controls on orogenic gold mineralization in the Jiaodong orogenic gold mineraliazation: Key insights from 3D numerical modeling
Zhankun Liu*, Xiancheng Mao
Cancelled: 10:50 Fri Oct 10th D209 ORAL
S0103. Crustal thermal state controls the formation of post-collisional Cu-fertile magmas in the eastern Gangdese belt
Yuanzhi Zhou*, Yunzhao Ge, Yuanzhi Zhou
11:10 Fri Oct 10th D209 ORAL
S0104. First-principles and molecular dynamics simulations of In and Sn substitution for Zn in sphalerite: Implications for critical metal mineralization
Zongcong He*, Fan Xiao
11:30 Fri Oct 10th D209 ORAL
S0105. Influence of granite iron content on tungsten and tin Separation in hydrothermal solutions: A machine learning and numerical simulation study
Qi Hua*, Fan Xiao
11:50 Fri Oct 10th D209 ORAL
S0106. First-principles study on the charge compensation mechanism of In enrichment in sphalerite by Cu with different valence states
Ling Wang*, Fan Xiao
12:10 Fri Oct 10th D209 POSTER
S0107. Study on the Sedimentary Evolution Mechanism of Braided Rivers with Different Sinuosities Based on Numerical Simulation
Kanglong Wang*, Yuming Liu
12:12 Fri Oct 10th D209 POSTER
S0108. Identifying geochemical anomaly through machine learning and catchment basin modeling
HuiShan Bai*, Fan Xiao
12:14 Fri Oct 10th D209 POSTER
S0109. Diagnostic implications of shortwave-thermal infrared characteristics of typical alteration minerals for mineral exploration in continental volcanic terrains: A case study of the Zhalong Cu-Sn polymetallic deposit, Tibet
Zizhuo Wu*, Shunbao Gao, Xin Chen, Youye Zheng
12:16 Fri Oct 10th D209 POSTER
S0110. Post-Collisional Magmatic Evolution and Metallogenic Drivers of the Giant Qulong Porphyry Copper System: Constraints from Felsic-Mafic Transitions and their Hf-Sr-Nd-O-Hg Isotopic Systematics
Chao Nan*, Chen Xin, Zheng Youye
12:18 Fri Oct 10th D209 POSTER
S0111. Numerical Modeling of ore-forming process of the Anqing Deposit, Middle Lower Yangtze River Valley Metallogenic Belt, China
KeXuan LU*, xiaohui Li, feng Yuan, zhiqiang Wang, chaojie Zheng
12:20 Fri Oct 10th D209 POSTER
S0113. Machine learning-based hierarchical forecast reconciliation for multi-timescale precipitation forecasting
Mengjie Yang*, Zhen Zhu, Xinguang He
14:30 Fri Oct 10th D209 ORAL
S0114. Temperature Estimation of the Hydrothermal System in Active Volcanoes based on Heterogeneous Geochemical Equilibria of Low-Temperature Fumarolic Gas Composition
Takumi Akiyama*, Shinji Ohsawa
14:50 Fri Oct 10th D209 ORAL
S0115. Numerical simulation of multi-stage hydrothermal alteration processes in ore deposits: a case study of the Daiyingezhuang gold deposit, Jiaodong
Yanhong Zou*, Bo Wang
Cancelled: 15:10 Fri Oct 10th D209 ORAL
S0118. Cooling front controls Co mineralization within the Zhuchong skarn-type Co-rich Fe deposits, China: evidence from numerical simulation
Xunyu Hu*
15:30 Fri Oct 10th D209 POSTER
S0119. Timescale Analysis of Mineralization in the Qulong Giant Porphyry Cu-Mo Deposit, Tibet: Insights from Quartz Aluminum Diffusion Modeling
Jia Xing*, Youye Zheng, Xin Chen
15:32 Fri Oct 10th D209 POSTER

S02 Advances in Spatial and Spatiotemporal Modeling

Dionysios Christopoulos (Technical University of Crete), Yongze Song (Curtin University, Australia)

Mon Oct 13th B228 10:30:00

S0201. Characterization of space-time traits of nanoscale calcite dissolution through Multiple-Point Geostatistics
Maria Koltsidopoulou*, Chiara Recalcati, Monica Riva, Alberto Guadagnini, Emmanouil A Varouchakis
10:30 Mon Oct 13th B228 ORAL
S0202. Delineating Geothermal Potential Zones in Java Island, Indonesia, through Multi-Sensor Satellite Imagery and Geophysical Data Analyses Using Fuzzy Logic and Geostatistical Techniques
Tedi Atmapradhana*, Katsuaki Koike, Asep Saepuloh
10:50 Mon Oct 13th B228 ORAL
S0203. New Spatial Copula Model for Mapping Unconventional Resources Sweet Spots
Qian Zhang*, Shiyun Mi
11:10 Mon Oct 13th B228 ORAL
S0204. Research on the Response Mechanism between Urban Surface Energy and Physical Spatial Elements——Taking Beijing Capital Functional Core Area as an Example
Yue Ma*
11:30 Mon Oct 13th B228 ORAL
S0205. Spatiotemporal reconstruction of precipitation fields using the effective distribution methodology with compound Poisson gamma marginals
Anastassia Baxevani*, Anastassia Baxevani, Dionissios T. Hristopulos, Christos Andreou
11:50 Mon Oct 13th B228 ORAL

S03 Ontologies, Knowledge Graphs, and Large Language Models in Geoscience: Construction and Application

Xiaogang Ma (University of Idaho), Chengbin Wang (China University of Geosciences, Wuhan ), Anirudh Prabhu (Carnegie Institution for Science)

Fri Oct 10th B210 10:30:00

S0301. Training Large Language Models to Think Like Geologists: Axiom-Based Reasoning for Complex Interpretation
Kris Piessens, Jose Rodriguez*
10:30 Fri Oct 10th B210 ORAL
S0302. Geoscience Ontology, Corpus and knowledge Domesticate an LLM for Geoscience Research
Chengbin Wang*
10:50 Fri Oct 10th B210 ORAL
S0303. GeoAgent Network for Emergence of Geoscience Intelligence
Linshu Hu*, Xiang Zhao, Jie Feng, Chao Wang, Sensen Wu, Zhenhong Du
11:10 Fri Oct 10th B210 ORAL
S0304. Construction of a Mineral Prospecting Model Based on a Knowledge Graph: A Case Study of Granitic Pegmatite-Type Lithium Deposits in Xinjiang
Jintao Tao*, Nannan Zhang
11:30 Fri Oct 10th B210 ORAL
S0306. Scalable fine-tuning of LLMs for automating data science workflows in geoscience
Jiyin Zhang, Weilin Chen, Xiaogang Ma*
11:50 Fri Oct 10th B210 ORAL

S04 AI-driven Mineral Prospectivity Modeling

Emmanuel John Carranza (University of the Free State, South Africa), Renguang Zuo (China University of Geosciences, Wuhan)

Sat Oct 11th D209 14:30:00

S0401. Metallogenic Geographical Setting and Potential of Ion-Adsorption Rare Earth Element Deposits in Shitouping, Ganzhou, Jiangxi A Study Based on Multi-Source Geographical Data and Machine Learning
Jinping Lu*, Mangen Li
Cancelled: 14:30 Sat Oct 11th D209 ORAL
S0402. Gold prospectivity mapping in the Hatu area, Western Junggar, NW China: A multi-model evaluation using geochemical, geological, and geophysical datasets
Yanzi Shang*, Bowen Zhang, Chunya Zhang
14:50 Sat Oct 11th D209 ORAL
S0404. Geological knowledge-guided dual-branch deep learning model for identification of geochemical anomalies related to mineralization
Ying Xu*
15:10 Sat Oct 11th D209 POSTER
S0406. Reflectance Spectroscopy Analysis and Lithium Content Estimation in Lithium-rich Rocks and Stream Sediments: Insights from Tuanjie Peak, Western Kunlun, China
Hao Zhang*, Nan nan Zhang, Chao Liu, Li Chen, Jinyu Chang , Jintao Tao
15:12 Sat Oct 11th D209 POSTER
S0408. Data-Driven Mineral Prospectivity Mapping Based on Known Deposits Using Association Rules
Xiaotong Yu*, Xiaotong Yu
16:30 Sat Oct 11th D209 ORAL
S0409. Spatio-temporal prediction of porphyry copper deposits in the Gangdese belt using machine learning
Yuepeng Zhang*, Guoxiong Chen
16:50 Sat Oct 11th D209 ORAL
S0410. Geological-knowledge-guided graph self-supervised pretraining framework for identifying mineralization-related geochemical anomalies
Zhiyi Chen*, Renguang Zuo
17:10 Sat Oct 11th D209 ORAL

Sun Oct 12th D209 10:30:00

S0411. A Bayesian Approach to Absolute Prospectivity: Integrating Exploration Intensity and Expert’s Insight
Tianyuan Zhang*, Ehsanollah Baninarjar, Niall Tomlinson
10:30 Sun Oct 12th D209 ORAL
S0413. Identificating favourable reservoir areas of coalbed methane with deep learning model
Yuhua Chen*
10:50 Sun Oct 12th D209 ORAL
S0414. Quantification of Uncertainty in Data-Driven 3D Modeling of Mineral Prospectivity: A Machine Learning Framework
Zhiqiang Zhang, Gongwen Wang, Emmanuel John Carranza, Jingguo Du, Yingjie Li, Xinxing Liu, Yongjun Su
11:10 Sun Oct 12th D209 ORAL

S05 Fractals and Singularity in Geosciences

Wenlei Wang (Institute of Geomechanics, Chinese Academy of Geological Sciences), Fan Xiao (Sun Yat-sen University), Qiuming Cheng (Sun Yat-sen University), Guoxiong Chen (China University of Geosciences), Vijay Prasad Dimri (CSIR-National Geophysical Research Institute)

Sat Oct 11th B210 14:30:00

S0501. Fractal Frontiers in Geosciences: Integrating Novel Multifractal Models for Enhanced Spatial Analysis
Behnam Sadeghi*
14:30 Sat Oct 11th B210 ORAL
S0502. Multifractal and Empirical Mode Decomposition Analysis of Geophysical Well-log Data of Gulf-of-Suez
Enamundram Chandrasekhar*, Aref Lashin
14:50 Sat Oct 11th B210 ORAL
S0504. Effects of Subduction Zone Heterogeneity on Natural Earthquakes: Insights from the Sunda Plate
yufei ZHANG*, qiu ming CHENG
15:10 Sat Oct 11th B210 ORAL
S0505. A Novel Anisotropic Singularity Algorithm for Identifying Geo-Chemical Anomalies within Covered Areas
Jie Tang*, Wenlei Wang
16:30 Sat Oct 11th B210 ORAL
S0506. Multifractal tectonics: multifractal analyses and a convective - diffusion multifractal model
Shaun Lovejoy*, Andrej Spiridonov
16:50 Sat Oct 11th B210 ORAL
S0507. Unlocking automated mineralogy for accurate and consistent nomenclature of igneous cumulate rocks
Behnam Sadeghi*, William Smith
17:10 Sat Oct 11th B210 POSTER
S0508. From Eons to Epochs: intermittent, scaling, multifractal Geological Time and a compound multifractal-Poisson model
Shaun Lovejoy*, Andrej Spiridonov, Raphael Hebert, Fabrice Lambert
17:12 Sat Oct 11th B210 POSTER

S06 Machine Learning Applications in Geoscience Research

Enamundram Chandrasekhar (Indian Institute of Technology Bombay, Mumbai, India), Sang-Mook Lee (School of Earth and Environmental Sciences, Seoul National University, Seoul, Korea), Byung-Dal So (Department of Geophysics, Kangwon National University, Korea)

Fri Oct 10th B210 14:30:00

S0601. Seismic inversion based on GAN joined with geophysical constraints
Jianguo Yan*, Wenlu Huang
14:30 Fri Oct 10th B210 ORAL
S0602. A Spectral-Preserving Resampling for Spatial Upscaling of Hyperspectral Imagery
Yuxin Tian*, Yuxin Tian
14:50 Fri Oct 10th B210 ORAL
S0603. The Spatiotemporal Characteristics of Volcanic Thermal Activity in the South China Sea Marginal Area Based on Remote Sensing Big Data Analysis
Yilin Yang*, Qiuming Cheng
15:10 Fri Oct 10th B210 ORAL
S0604. Specifying Control Factors on Formation of Seafloor Hydrothermal Deposit and Presence Potential Mapping Using GIS and Machine Learning Methods
Yusuke Hashimoto, Katsuaki Koike*, Taiki Kubo
16:00 Fri Oct 10th B210 ORAL
S0605. Uncovering the mineral assemblages of six major gold deposit types—a machine learning approach to big data analytics of a global mineralogical database
Bin Wang*, Renguang Zuo
16:20 Fri Oct 10th B210 ORAL
S0608. A Hybrid Deep Learning Framework for Geochemical Anomaly Prediction Using Transformers and GNNs
Muhammad Atif Bilal*, Yongzhi Wang , Muhammad Pervez Akhter
16:40 Fri Oct 10th B210 ORAL
S0609. Prediction of Ionospheric Total Electron Content Data Using Spatio Temporal Residual Networks
Enamundram Chandrasekhar*, Nayana Shenvi, Hasanali Virani
17:00 Fri Oct 10th B210 POSTER
S0611. Quantifying Spatio-temporal Variations in Crustal Thickness Using Machine Learning
Kunyi Wang*, Pengpeng Yu, Qiuming Cheng
17:02 Fri Oct 10th B210 POSTER

Sat Oct 11th D209 10:30:00

S0619. A New Approach for Automatic Lithological Identification Using pXRF and Machine Learning
ZHAOXIAN YUAN*, SHUBIN ZHOU, SHENGYUAN ZHANG
10:30 Sat Oct 11th D209 ORAL
S0620. From Points to Sequences: A Spatial-Aware Transformer with Sliding Window Stratigraphy for Lithology identification
Xu Yang*, Shaoqun Dong, Guohao Xiong, Huangshuai Kong, Xinqi Li
10:50 Sat Oct 11th D209 ORAL
S0621. The constraints of Paleozoic to Cenozoic igneous rocks on the paleoclimate response in the Tibetan Plateau
Xinwei Liu*, Qiuming Cheng
11:10 Sat Oct 11th D209 ORAL
S0607. AI-based extraction of detrital indicator mineral information and its application for mineral exploration
Haiming Liu*, Yang Song, Yang Wang, Yan Nie
11:30 Sat Oct 11th D209 ORAL
S0623. Development of a SWIR Spectral Database and Machine Learning-Based Interpretation for Mixed Minerals
Yang Wang*, Jingjing Dai
11:50 Sat Oct 11th D209 POSTER
Updated from: 11:30 AM Sat Oct 11th D209 POSTER
S0624. Stochastic simulation of continuous geoscientific variables based on spatial dependence: a data-driven perspective
Jian Wang*, Jinfeng (J.) Yang
11:52 Sat Oct 11th D209 POSTER
Updated from: 11:32 AM Sat Oct 11th D209 POSTER
S0625. Quantitative Modeling of Soil Component Disturbance by Chinese Aeolian Sand Enabled through Integration of Machine Learning Algorithms and the Environmental Kuznets Curve Model
WeiJi Wen*, Fan Yang, Shuyun Xie, Chengwen Wang, Yuntao Song, Yuepeng Zhang, Weihang Zhou
11:54 Sat Oct 11th D209 POSTER
Updated from: 11:34 AM Sat Oct 11th D209 POSTER
S0627. Mineral informatics of detrital rutile as indicators for mineral exploration using machine learning: a case study from the Duolong porphyry district, Western Xizang, China
Nie Yan*, Yang Song, Haiming Liu, Hao Sun
11:56 Sat Oct 11th D209 POSTER
Updated from: 11:36 AM Sat Oct 11th D209 POSTER
S0629. Deep Learning–Based Identification of Ore-Bearing Pegmatites
Li chen*, Nannan Zhang
11:58 Sat Oct 11th D209 POSTER
Updated from: 11:38 AM Sat Oct 11th D209 POSTER
S0636. How to choose the training samples in supervised remote sensing image classification?
Jinxin He, Jinxin He*
12:00 Sat Oct 11th D209 POSTER
Updated from: 11:40 AM Sat Oct 11th D209 POSTER

S08 Data-Driven Innovations for Mineral Exploration Decision-Making: Addressing Present and Future Challenges

Behnam Sadeghi (CSIRO Mineral Resources, Australian Resources Research Centre, Australia), David Zhen Yin (Senior Research Scientist, Department of Earth and Planetary Sciences, Stanford University, USA), Rian Dutch (Head of Applied Science, Datarock Pty Ltd, Australia), Putra Sadikin (Product manager, IMDEX, Australia), Richard Scott (Principal Data Scientist, BHP, Australia)

Sun Oct 12th D205 10:30:00

S0801. Identification of high purity silica in legacy core
Katie Silversides*, Rian Dutch
10:30 Sun Oct 12th D205 ORAL
S0802. Data-Driven Innovations for Enhanced Decision-Making in Mineral Exploration
Behnam Sadeghi*, David Zhen Yin
10:50 Sun Oct 12th D205 ORAL
S0803. Unlocking the Power of Spatial Geoscience Data: Integrated Data Management, Analytics, and Dissemination with LithoSurfer
Fabian Kohlmann*, Wayne Noble, Moritz Theile, Xinyan Zhang, Romain Beucher
11:10 Sun Oct 12th D205 ORAL
S0804. Characterization of mineral assemblages with multiple-point statistics
Guillaume Pirot*, Stephen Centrella
11:30 Sun Oct 12th D205 ORAL
S0805. Data-Driven Gold Prospectivity Mapping in Qinling Orogenic Belt: A Machine Learning-Based Decision-Making Framework
Haicheng Wang*, Ruiwen Shen, Yun Bai, Shengyuan Zhang
11:50 Sun Oct 12th D205 ORAL
S0807. Uncertainty Quantification of Deep Learning Algorithm for Lithological Mapping
Ziye Wang*, Renguang Zuo
12:10 Sun Oct 12th D205 ORAL

S09 The 3D/4D geological modeling and targeting for mineral exploration

Gongwen Wang (China University of Geosciences), Emmanuel John Carranza (University of the Free State, South Africa), Deng Hao (Central South University), Zhiqiang Zhang ( Hebei GEO University)

Sun Oct 12th D209 11:30:00

S0901. GEODATA FUSION AND MINERAL RESOURCES APPLICATION: A CASE STUDY FROM FANKOU Pb-Zn DEPOSIT
Joel Paterne Kouame, Joel paterne Kouame*, Jianguo Chen
11:30 Sun Oct 12th D209 ORAL
S0902. Integrating Spatial Constraints and Dynamic Evolution Mechanisms:For MPM
Guohao Li*, Gongwen Wang
11:50 Sun Oct 12th D209 ORAL
S0903. Integrated Micro-CT and Micro-XRF Imaging for 3D Minerals Characterization of Irregular Geological Samples
Yiming Wang*, Jie Yang
12:10 Sun Oct 12th D209 POSTER
S0904. Integrating model-agnostic meta-learning with SHAP interpretability techniques for mineral prospectivity mapping
Nini Mou*
12:12 Sun Oct 12th D209 POSTER
S0905. Research on the Quality Evaluation Index System for 3D Geological Models
Yue Song*, Zhenji Gao
12:14 Sun Oct 12th D209 POSTER
S0906. Three-Dimensional Modeling of Geological Structures Using Gradient Enhanced Radial Basis Function with External Drift
Jian Yang*, Friedrich Carl, Peter Achtziger-Zupančič, Florian Wellmann
12:16 Sun Oct 12th D209 POSTER
S0915. Apriori Algorithm-Based Three-Dimensional Mineral Prospectivity Mapping—An Example from Meiling South Area, Xinjiang, China
Jinyu Chang*
12:18 Sun Oct 12th D209 POSTER
S0907. Three-dimensional mineral prospectivity mapping via deep multimodal fusion and domain adaptation
Deng Hao*, Yang Zheng, Xiancheng Mao
14:30 Sun Oct 12th D209 ORAL
S0908. Case Study of 3D Exploration Targeting for Gold by Machine Learning Integration of Geological-Geophysical Datasets: Sanshandao–Cangshang District, China
Meng Gao, Gongwen Wang, Emmanuel John Carranza, Wen Zhang, Zhenshan Pang, Xiuzhang Li
14:50 Sun Oct 12th D209 ORAL
S0909. Multi-Source Data Integration and AI-Powered 3D Prospectivity Modeling for Gold Exploration in the Jiaolai Basin, Eastern China
Qingming Peng*, Gongwen Wang
15:10 Sun Oct 12th D209 ORAL

Mon Oct 13th B222 10:30:00

S0911. A framework integrating Graph Attention Network and Post Hoc Interpretability for Three-Dimensional Mineral Prospectivity Mapping
Zhongzheng Wang*, Gongwen Wang, Qingming Peng
10:30 Mon Oct 13th B222 ORAL
S0913. Machine learning-based 3D mineral prospectivity modeling for targeting Cu-Mo mineralization within Duobaoshan district, northeastern China
Xiumei Lv*, Gongwen Wang
10:50 Mon Oct 13th B222 ORAL
S0914. Deep Subdomain Adaption Network for Three-Dimensional Mineral Prospectivity Modeling with Imbalanced Data: A case study of the Damiao-Hongshila Fe-V-Ti belt, China
Zhiqiang Zhang*, Gongwen Wang, Emmanuel John Carranza
11:10 Mon Oct 13th B222 ORAL
S0916. 3D Prediction and Evaluation of Lujing Uranium Deposit
Yun Bai*, Chunying Guo, Pengfei Zhu, Haicheng Wang, Dawei Wang
11:30 Mon Oct 13th B222 ORAL

S10 Recent developments in constructing geological structures: Beyond conventional methods

Weisheng Hou (Sun Yat-sen University), Mathieu Gravey (Austrian Academy of Sciences), Baoyi Zhang (Central South University), Nan Li, Yanshu Yin (Yangtze University), Jiateng Guo (Northeastern University), Qiyu Chen (China University of Geosciences (Wuhan)), Xiaohui Li (He Fei University of Technology)

Fri Oct 10th B222 14:30:00

S1001. Digital Reconstruction of Porous Media Using Latent Diffusion Models
Fabio Ramos, Danilo Naiff, Bernardo Schaeffer*
14:30 Fri Oct 10th B222 ORAL
S1011. GeoGen3D: Agent for MultiModal-Driven Generation of 3D Geological Model
J.T. Guo*, Junkun Li, Zhibin Liu
14:50 Fri Oct 10th B222 ORAL
Updated from: 10:50 AM Sat Oct 11th B222 ORAL
S1003. Statistical Pattern Learning, Drawing and Morphing for Conditional Simulation of Subsurface Heterogeneity
Linying Hu*, Yupeng Li, Wisam Al Kawai
15:10 Fri Oct 10th B222 ORAL
S1004. Advanced 3D Modeling and Geostatistical Analysis for Metallogenic Reconstruction: A Case Study of the Guanzhuang Gold Deposit
OR AIMON BROU KOFFI KABLAN*, Baoyi Zhang
16:00 Fri Oct 10th B222 ORAL
S1005. Synthesizing geometry, topology, kinematic, and geomechanics in a graph-based fracture model
Ana Paula Burgoa Tanaka*, Philippe Renard, Jefter Natan de Moraes Caldeira, Celia Trunz
16:20 Fri Oct 10th B222 ORAL
S1006. A Data Potential Field Interpolation-Based 3D Geological Implicit Modeling Method and Uncertainty Evaluation
Zhenxi Fang*, Baoyi Zhang
16:40 Fri Oct 10th B222 POSTER
S1007. Fast 3D Reservoir Modeling Through Spatial Clustering of Multiple Well Logs
Yupeng Li*, Linying Hu
16:42 Fri Oct 10th B222 POSTER

Sat Oct 11th B222 10:30:00

S1010. A Multi-Scale Growth and Attention-Enhanced SinGAN Method for Sedimentary Facies Conditional Simulation
Ce Zhang*, Gang Liu, Qiyu Chen, Hongfeng Fang
10:30 Sat Oct 11th B222 ORAL
S1002. Conditional Generative Adversarial Networks (cGANs) Inversion method for Low-Uncertainty Hydrocarbon Reservoir Modeling
pengfei xie, yanshu yin, Xun Hu, lixin Wang
10:50 Sat Oct 11th B222 ORAL
Updated from: 02:50 PM Fri Oct 10th B222 ORAL
S1012. Reconstruction of 3D Geological Structures Using Vector-Based Spatiotemporal Semantic Constraints by Integrating Deep Learning and Multiple-Point Statistics
Shuwan Ye*, Weisheng Hou, Songhua Yang
11:10 Sat Oct 11th B222 ORAL
S1013. A 3D stratigraphic modelling approach integrating bilinear interpolation and multiple-point geostatistical simulation
Hongfeng Fang*, Gang Liu, Qiyu Chen, Ce Zhang
11:30 Sat Oct 11th B222 ORAL
S1014. Fault representation in structural geological modelling with implicit neural representations
Kaifeng Gao*, David Nathan, Florian Wellmann
11:50 Sat Oct 11th B222 ORAL
S1015. Enhanced Methodology for Determining the Coefficient of Resource Scale Variation in Reservoir Size Sequential Analysis: Application to Tight Gas Reservoirs in the SC Basin
Jingdu Yu*, Qian Zhang, Qiulin Guo, Shiyun Mi, Hongjia Ren, Shuangling Chen
12:10 Sat Oct 11th B222 ORAL

S11 Advancing the Education of Next Generation Mathematical Geoscientists

Yanjun Guo (Peking University), Zhijun Chen (China University of Geosciences (Wuhan)), Gongwen Wang (China University of Geosciences (Beijing)), Yalin Li (China University of Geosciences (Beijing)), Weisheng Hou (Sun Yat-sen University), Yongzhi Wang (Jilin University), Zhifang Zhao (Yunnan University), Hanting Zhong (Chengdu University of Technology), Francisco Tognoli (Federal University of Rio de Janeiro)

Fri Oct 10th B222 10:30:00

S1101. Landslide Assessment Using Geoinformatics: A Student-Led Initiative in Response to Brazil’s 2024 Extreme Rainfall
Francisco Tognoli, Andrea Brum, Alexia Batista, Beatriz Maluf, Brenno Botelho, Carolina N G Dias, Gisella Roza, Iago C Jaques, João P C Amaral, João V Torres, Luiz H Melo, Marcelo Nery, Ruan Pereira, Thiago Pereira, Leticia Pataro, Victor E Martins, Maria Eduarda Candida Francklim Francisco*
10:30 Fri Oct 10th B222 ORAL
S1102. Virtual Simulation Experimental Teaching Course of Crystal Morphology Analysis and Mineral Identification
Yanjun Guo*, Shan Qin, Jinjiang Zhang, Bin Chen, Mei Li
10:50 Fri Oct 10th B222 ORAL
S1103. Digital Technology in the Protection of Geological Heritage — A Case Study on the Porcelain Clay and Stone Mine Sites from Jingdezhen City, Jiangxi Province, China
Zhijun Chen*
11:10 Fri Oct 10th B222 ORAL
S1104. The Development of Scientific Research Platforms for Mathematical Geosciences and the Implementation of Talent Cultivation Practices
Bingli Liu
11:30 Fri Oct 10th B222 ORAL

S12 Mining geostatistics, optimization and geometallurgy

Raimon Tolosana Delgado (Helmholtz Institute Freiberg for Resources Technology (HIF-HZDR)), Jörg Benndorf (Technische Universität Bergakademie Freiberg), K. Gerald van den Boogaart (Helmholtz Institute Freiberg for Resource Technology HIF-HZDR ), Julian Ortiz (University of Exeter, Camborne School of Mines)

Fri Oct 10th D205 14:30:00

S1201. Kernel Embedding of High-Order Spatial Statistics: A New Framework and Its Applications
Lingqing Yao*, Roussos Dimitrakopoulos
14:30 Fri Oct 10th D205 ORAL
S1202. A Scalable Algorithm for High-Order Spatial Cumulant Computation via Dynamic Tree Optimization
Zhanglin Li, ziquan dai*, Xialin Zhang, Zhengping Weng, Zhiting Zhang, Gang Liu
14:50 Fri Oct 10th D205 ORAL
S1203. Microstructure Aware Stochastic Geometry Models for Comminution Modelling
Raimon Tolosana Delgado, Felix Ballani, K. Gerald van den Boogaart
15:10 Fri Oct 10th D205 ORAL

Sat Oct 11th B210 10:30:00

S1204. JuliaFlow: A Particle Process Modelling Software in Julia
Felix Ballani, Raimon Tolosana Delgado, K. Gerald van den Boogaart*
10:30 Sat Oct 11th B210 ORAL
S1205. Evaluating a locally varying linear regression approach for geometallurgical modeling
Alvaro Riquelme*, Julian M. Ortiz, Raimon Tolosana Delgado
10:50 Sat Oct 11th B210 ORAL
S1206. Geostatistical Modeling of Iron and Sulfur in Mine Tailings: Comparative Evaluation of Co-Kriging Methods for Mitigating Acid Mine Drainage (AMD)
Artur Korniyenko*, Nasser Madani, Mohammad Maleki, Annika Parviainen
11:10 Sat Oct 11th B210 ORAL
S1207. An innovative implicit geological modeling using Dirichlet-based multi-output Gaussian Processes
Rustam Zhanabayev*, Nasser Madani
11:30 Sat Oct 11th B210 ORAL
S1208. From Feasibility to Accuracy Optimization: SLAM-based wheeled Robots for Underground Geomonitoring
Jing Li*, Jörg Benndorf
11:50 Sat Oct 11th B210 ORAL
S1209. Assessment of Hybrid Machine Learning-Kriging Frameworks for Improved Spatial Interpolation in Mineral Exploration
Hosang Han*, Geonwoo Lee, Jangwon Suh
12:10 Sat Oct 11th B210 POSTER

Sat Oct 11th D205 14:30:00

S1210. Machine Learning Mineral Resource Estimation with the Correct Scale and Block Variance
Mahshad Rezaei*, Gamze Erdogan Erten, Jeff B Boisvert
14:30 Sat Oct 11th D205 ORAL
S1211. Detecting rich layer structures of Rare Earth Elements in deep sea muds by geostatistical and unsupervised learning methods
Vitor Ribeiro de Sá*, Katsuaki Koike
14:50 Sat Oct 11th D205 ORAL
S1212. Block Co-simulation of Multi-element Mine Tailings: Enhancing Resource Estimation through Sequential Gaussian and Turning Bands Approaches
Zhuldyz Koyanbayeva*, Nasser Madani, Mohammad Maleki, Annika Parviainen
15:10 Sat Oct 11th D205 ORAL
S1213. Tools and statistical tests to assess spatial decorrelation
Raimon Tolosana Delgado, Ute A. Mueller
16:30 Sat Oct 11th D205 ORAL
S1215. A case study on top-cut model for reserve estimation of a fracture-related gold deposit
XIAONING LIU*, Sara Kasmaeeyazdi, Francesco Tinti, Gongwen Wang
16:50 Sat Oct 11th D205 ORAL

S13 Intelligent Reservoir Characterization and Modeling

Qiyu Chen (China University of Geosciences), Guillaume Pirot (The University of Western Australia), Zhesi Cui (China University of Geosciences), Shaoqun Dong (China University of Petroleum (Beijing)), Gang Liu (China University of Geosciences), Shu Jiang (China University of Geosciences)

Fri Oct 10th B228 10:30:00

S1301. Developing training images for multiple-point statistics modelling of the Lower Burdekin Delta aquifer
Guillaume Pirot*, Dylan Irvine, Cristina Solorzano-Rivas, Adrian D Werner
10:30 Fri Oct 10th B228 ORAL
S1302. The Intelligent Characterization Method of Non-stationary Reservoir Structures Guided by Pattern Categories
Dajie Chen*, Qiyu Chen
10:50 Fri Oct 10th B228 ORAL
S1303. Interpretable deep learning-based characterization of subsurface structures with self-representation learning
Zhesi Cui, Qiyu Chen, Gang Liu, Shu Jiang
11:10 Fri Oct 10th B228 ORAL
S1304. GAN-Variogram Fusion: Deep Generative Reservoir Modeling with Multi-Prior Geological Constraints
Xu Yang*, Shaoqun Dong, Guohao Xiong, Huangshuai Kong, Xu Bai
11:30 Fri Oct 10th B228 ORAL
S1306. GGBondSAGE: A framework for three-dimensional characterization of subsurface stratigraphic structures using GraphSAGE
Jiale Guo*, Qiyu Chen
11:50 Fri Oct 10th B228 ORAL
S1307. Topological Representation of Geological Models as a Universal Architecture Descriptor
Anna Vetkina*, Gleb Shishaev, Timofey Kalyakin
12:10 Fri Oct 10th B228 ORAL

Sat Oct 11th B228 10:30:00

S1308. Enhancing Subsurface Model Flexibility through Telescopic Integration and Physics-Informed Machine Learning
Jose Rodriguez*, Kris Piessens, Kris Welkenhuysen
10:30 Sat Oct 11th B228 ORAL
S1310. WE-ME: A Comprehensive System for Automated Standardization and Extraction of Well Data for Seismic Interpretation Workflows
Maria Eduarda Candida Francklim Francisco*, Francisco Manoel Wohnrath Tognoli
10:50 Sat Oct 11th B228 ORAL
S1311. Kolmogorov-Arnold Networks: Advancing Lithofacies Interpretation from Well Logs through Interpretable Deep Learning
Leting Wang, Shaoqun Dong, Junkun Quan, Fuyu Zhang, Ruixiang Bi, Shaopeng Song
11:10 Sat Oct 11th B228 ORAL
S1312. Deep Neural Network Loss Function Development for Extreme Event Forecasting in Time Serie
Xiao Xia Liang*, Julien Straubhaar, Erwan Gloaguen, Maxime Claprood, Philippe Renard, Dany Lauzon, Reed Maxwell
11:30 Sat Oct 11th B228 ORAL
S1313. High-precision Seismology: Research on Full Waveform Inversion in Symplectic Stereo-modeling Format
haixia zhang*, qiuming Cheng, Jiandong Huang
11:50 Sat Oct 11th B228 ORAL
S1314. Dynamic Characterization of CO₂ Flooding Fronts: Collaborative Modeling Integrating Physics-Constrained Deep Learning with Data Assimilation
Haochen Liu*, Yuming Liu, Qi Chen, Fan Zhang
12:10 Sat Oct 11th B228 POSTER
S1315. Data-driven prediction of geo-engineering sweet spots in tight sandstone reservoirs
Minghao Zhao*, Yuming Liu, Qi Chen, Zhuang Liang
12:12 Sat Oct 11th B228 POSTER
S1316. Interlayer Modeling in Braided River Reservoirs Using Multi-Condition Constrained Generative Adversarial Networks
Qi Chen*, Yuming Liu, Minghao Zhao, Haochen Liu
12:14 Sat Oct 11th B228 POSTER
S1317. Application of Copula Method in Petroleum Resources Assessment
Shiyun Mi*, Qian Zhang
12:16 Sat Oct 11th B228 POSTER
S1318. CNN-Deep Forest-Isolation Forest Ensemble for Thin-Layer Sand Body Prediction in Sparse Well Regions
Fan Zhang*, Yuming Liu, Qi Chen, Haochen Liu
12:18 Sat Oct 11th B228 POSTER

S14 Compositional and density data analysis in geosciences

Karel Hron, Alessandra Menafoglio (Politecnico di Milano), Jennifer McKinley (Queen's University Belfast), Caterina Gozzi (University of Florence)

Fri Oct 10th D205 10:30:00

S1401. Application of Knowledge-Driven Compositional Data Analysis (CoDA) in metallogeny and exploration indicators: A case study of gold deposits in northwestern Argentina
xiufa chen*, Jennifer M. McKinley, Yongzhi Wang, Dongjie Zhao
10:30 Fri Oct 10th D205 ORAL
S1402. Exploring soil evidence as a proxy for the availability of toxins for human intake from air and traffic pollution: a compositional data analysis approach.
Jennifer McKinley*, Shay Mullineaux , Yogesh Gupta, Joanna Valson, Ruth F. Hunter
10:50 Fri Oct 10th D205 ORAL
S1403. Decomposition of functional PCA in density data analysis of large-scale geochemical data
Karel Hron*, Adela Czolkova, Sonja Greven, Tomas Matys Grygar
11:10 Fri Oct 10th D205 ORAL
S1404. Trace element partitioning between apatite and alkaline-carbonate melt
Jing Chen*, Olivier Namur, Shuang-shuang Chen, Qiuming Cheng, Bernard Charlier
11:30 Fri Oct 10th D205 ORAL
S1406. Study on crystallisation dynamics of basaltic lava from Huoshaoshan volcano, in Wudalianchi area，NE China
Runxin Zhang*
11:50 Fri Oct 10th D205 ORAL
S1407. Rare Earth Element Composition as an Indicator of Sediment Provenance in Plio-Quaternary Deposits of the Northern Croatian Basin
Danijel Ivanišević*, Adriano Banak, Krešimir Petrinjak, Anita Grizelj, Jasmina Martinčević-Lazar, Vlatko Gulam, Pavle Ferić, Borna Lužar-Oberiter
12:10 Fri Oct 10th D205 POSTER
S1408. Noise Reduction Strategies in Experimental Sorption Data for CO₂ Coal Seams
Yuriko Yarel Bueno Yamamoto*, Juan Josué Enciso-Cárdenas, Cristina F. Alves Rodrigues, Irma D. García Calvillo, Luis Fernando Camacho Ortegón, Arturo Bueno Tokunaga, Genaro De La Rosa Rodríguez, Manuel João Lemos de Sousa
12:12 Fri Oct 10th D205 POSTER

S15 Marginal Seas - Modeling of interfaces between continents and oceans for sustainable development

Jan Harff (University of Szczecin, Institute of Marine and Environmental Sciences, Szczecin, Poland), Junjie Deng (Sun Yat-Sen University, School of Marine Sciences, Research Center for Coastal Ocean Science and Technology, Zhuhai, PR ), Joanna Dudzinska-Nowak (University of Szczecin, Institute of Marine and Environmental Sciences, Szczecin, Poland), Jingpeng Zhang (Guangzhou Marine Geological Survey, China Geological Survey, Guangzhou, PR China)

Sun Oct 12th B222 10:30:00

S1501. Development of mouth bars and bifurcation along the West Pearl River main course, China
Haixian Xiong*, Bangliang Lu, Qian Wang, Jianxue Wu
10:30 Sun Oct 12th B222 ORAL
S1502. Storm Surge Impacts under Estuarine Morphodynamic Transitions: A Case Study of the Shizimen Estuary in Macao Informed by Typhoon Track Analysis along the Chinese Coast
Yi Zhang*, Junjie Deng
10:50 Sun Oct 12th B222 ORAL
S1503. Spatial pattern of land-sea interactions of the southern Baltic Sea coasts derived from high resolution remote sensing data.
Joanna Dudzinska-Nowak*
11:10 Sun Oct 12th B222 ORAL
S1504. Evolving Sediment Supply to the Coast of the Gulf of Mexico Marginal Sea since 3000 y BP
Peter D. Clift*, Bailey Wycoff, Andrew Carter, Jerzy Blusztajn
11:30 Sun Oct 12th B222 ORAL
S1505. Granularity End-member analysis application on paleoclimatic change in Beibu Gulf, NW South China Sea
Jingpeng Zhang*, Ping Li, Kai Liang, Yulong Xue
11:50 Sun Oct 12th B222 ORAL
S1507. Balancing Physical and Human-Driven Morphodynamic Changes: Insights from the Pearl River Estuary
Junjie Deng*, Hongze Yu, Yi Zhang, Jingyu Hu, Giovanni Coco, Jiaxue Wu
12:10 Sun Oct 12th B222 ORAL
S1508. Training Strategies Matter: Improving Intelligent Sea Level Forecast in the North Pacific
Jiangnan He, Wenfang Lu*, Young-Heon Jo
14:30 Sun Oct 12th B222 ORAL
S1509. Comparison of pristine and anthropogenically impacted river mouth systems exemplified by two case studies of the South China Sea’s northern shelf
Jan Harff, Junjie Deng, Joanna Dudzinska-Nowak*, Jakub Miluch, Jingpeng Zhang
14:50 Sun Oct 12th B222 ORAL
S1510. Study on Groundwater Pollution Risk Assessment in Leizhou Peninsula Based on Machine Learning: A Case of Inorganic Nitrogen, Iron, and Manganese
Zhenxiong Li*, Ya Wang
15:10 Sun Oct 12th B222 POSTER

S16 Towards Large AI Models for Geosciences

Suihong Song (Department of Energy Science and Engineering, Stanford University), Xiaocai Shan (Institute of Geology and Geophysics, Chinese Academy of Sciences), Keyu Liu (School of Geosciences, China University of Petroleum (East China)), Xin Li (Research Institute of Petroleum Exploration and Development, CNPC), Mingliang Liu (Department of Energy Science and Engineering, Stanford University)

Fri Oct 10th B210 12:10:00

S1601. LAMGeo Initiative: Large Generative AI Model for Geomodelling
Suihong Song*, Tapan Mukerji
12:10 Fri Oct 10th B210 POSTER
S1602. MigratoryGPT: A Multimodal LLM-Driven Framework for Next-Generation Migratory Bird Habitat Monitoring
Linshu Hu*, 咏 葛
Cancelled: 12:12 Fri Oct 10th B210 POSTER

Mon Oct 13th D209 10:30:00

S1603. GeoGPT.RAG: open-sourced retrieval models and RAG system for Geoscientist
Fei Huang*, Fan Wu, Zeqing Zhang, Qihao Wang, Hongyang Chen, Jieping Ye
10:30 Mon Oct 13th D209 ORAL
S1604. A Big Data-Driven Spatiotemporal Intelligence Platform for Lushan UNESCO Global Geopark
Linshu Hu, 咏 葛, Jin Luo*
10:50 Mon Oct 13th D209 ORAL
S1605. A Novel Intelligent Prediction Approach for Porphyry Copper Resources Using MM-LLMs and Multi-Agents
Yongzhi Wang*, Shibo Wen, Yuhao Dong, Xingyu Chen, Bowen Li
11:10 Mon Oct 13th D209 ORAL
S1606. Cross-dimensional reservoir facies modeling method based on generative adversarial networks
Xun Hu, Yanshu Yin, Suihong Song, pengfei xie, Lixin Wang
11:30 Mon Oct 13th D209 ORAL
S1607. Efficient Time Series Forecasting Model Based on Hierarchical Frequency Decomposition and Dynamic Fusion
Xin He*, Guo Chen
11:50 Mon Oct 13th D209 ORAL
S1608. Robustness and image enhancement in micro-X-ray fluorescence images using self-supervised learning
Weiming JIANG, Jie YANG
12:10 Mon Oct 13th D209 ORAL

S17 Geochemical Mapping for Anomaly Identification and Mineral Exploration

Yue Liu (China University of Geosciences, Wuhan), Shuyun Xie (China University of Geosciences, Wuhan), Emmanuel John Carranza (University of the Free State, South Africa), Pingping Zhu (Kunming University of Science and Technology, China)

Fri Oct 10th D205 16:00:00

S1701. Integrating Geochemical Mapping and Machine Learning for Precision Agriculture: Predicting Selenium-Rich and Low-Heavy-Metal Cropping Zones
Shuyun Xie, Jianbiao Dong, Jiacheng Li, Xiang Wan, Neng Wan, Weiji Wen, Hongtao Shi, Frank Zhang
16:00 Fri Oct 10th D205 ORAL
S1703. Spatially Constrained Variational Autoencoders for Geochemical Data Denoising and Uncertainty Analysis
Dazheng Huang*, Renguang Zuo, Jian Wang, Raimon Tolosana Delgado
16:20 Fri Oct 10th D205 ORAL
S1704. Prospective Mineralization Areas Delineation for Tungsten Polymetallic Deposits in Nanling, China Based on a Novel Self-Ensembling Graph Convolutional Network
Yonghang Lou*
16:40 Fri Oct 10th D205 ORAL

Sat Oct 11th D205 10:30:00

S1705. Identification of Geochemical Anomalies Using a Deep Semi-Supervised Anomaly Detection Model
Rui Bi*, Qinglin Xia
10:30 Sat Oct 11th D205 ORAL
S1706. Probabilistic Neural Networks for mineral prospectivity evaluation based on multisource geospatial data
Yue Liu*
10:50 Sat Oct 11th D205 ORAL
S1707. Spatial distribution pattern of concealed copper deposits in the Southeastern Coastal Belt and implications for ore deposits localization, South China
Pingping Zhu*, Qiuming Cheng
11:10 Sat Oct 11th D205 ORAL
S1709. A Dual-Constrained Interpolation Framework Integrating Medium Heterogeneity and Spatial Anisotropy for Geochemical Modeling
Na Ren*
11:30 Sat Oct 11th D205 ORAL
S1710. Extraction of Geochemical Anomalies in Hatu Area based on SOMML Method
Yajie Feng*, Yongzhi Wang
11:50 Sat Oct 11th D205 ORAL
S1711. Recognition of Multiple-Depth Deposit-Relevant Enrichment Footprints By Blind-Source Separation of Spectrally-Filtered Geochemical Signals
Saeid Esmaeiloghli, Seyed Hassan Tabatabaei, Shahram Hosseini, Yannick Deville, Emmanuel John Carranza
12:10 Sat Oct 11th D205 ORAL
S1713. Remote Sensing-based Discrimination of Kaolinite Origin for a New Indicator of Metal Deposit Exploration
Shoya Ikeuchi*, Masahide Kishimoto, Taiki Kubo, Koki Kashiwaya, Katsuaki Koike, Tetsuro Yoneda
12:30 Sat Oct 11th D205 POSTER

S18 Integrating AI and Geological Modeling for Enhanced Geo-Steering to Improve Drilling Efficiency

Yupeng Li (Beijing Research Center of EXPEC ARC, Saudi Aramco), Taizhong Duan (Sinopec Petroleum Exploration and Production Research Institute)

Sun Oct 12th D205 14:30:00

S1801. Deep Learning-Based Rapid While-Drilling Update Technology for 3D Geological Models and Its Application
Yanfeng Liu*, Taizhong Duan, Wenbiao Zhang, Meng Li, Yuan Huang
14:30 Sun Oct 12th D205 ORAL
S1802. Utilizing Deep Learning for Carbonate Depositional Facies Modeling and Model Updating
Meng Li*, Taizhong Duan, Yanfeng Liu, Yuan Huang
14:50 Sun Oct 12th D205 ORAL

S19 Big Data and AI-Driven Innovations in geoscience from Chinese scholars organized by the IAMG Topical Section for Chinese

Yongzhang Zhou (Sun Yat-sen University), Gang LIU (China University of Geology), Hui Yang (China University of Mining and Technology), Xiaohui JI (China University of Geosciences,Beijing), Weisheng Hou (Sun Yat-sen University), Zhijun Chen (China University of Geology)

Sat Oct 11th B222 16:30:00

S1901. Research on AI mineral prospecting methodology based on the Qinzhou - Hangzhou Bays metallogenic belt, South China
Yongzhang ZHOU*, Wenjia Li, Biaobiao Zhu
16:30 Sat Oct 11th B222 ORAL
S1902. Machine Learning-Based Mineral Exploration via White Mica Spectral Footprints
Changjiang Yuan*, Wenlei Wang, Jie Zhao, Zhibo Liu
16:50 Sat Oct 11th B222 ORAL
S1903. 3D Prediction of Pulang Copper Deposit in Yunnan Based on Geospatial Weighting
Xiaochen Wang*, Qinglin Xia, Mengyu Zhao, Shuai Leng, Xiaochen Wang
17:10 Sat Oct 11th B222 ORAL
S1904. Three-Dimensional Mineral Prospectivity Mapping by a Gradient Boosting Integrated Learning Method with Strong Data Type Adaptability:Acase study of the Haopinggou Gold Polymetallic Deposit,China
Mingjing Fan*, Keyan Xiao, Li Sun, Yang Xu
17:30 Sat Oct 11th B222 POSTER
S1905. Multidimensional Geochemical Anomaly Detection and Mineralization Mechanism Analysis Based on Interpretable Machine Learning
Han Feng*, Lina Ge, Yongzhang Zhou
17:32 Sat Oct 11th B222 POSTER
S1916. C-Noisystudent: Curriculum Learning with Nosiy Student Improves Remote Sensing Scene Classification
Sheng Chang, Zhihao Chen*, Zongyao Yin, Xianchuan Yu
17:34 Sat Oct 11th B222 POSTER

Sun Oct 12th B210 10:30:00

S1906. Geochemistry π Open Source Software: Machine Learning for Geochemists Who Don’t Want to Code
J ZhangZhou*, J. ZhangZhou
10:30 Sun Oct 12th B210 ORAL
S1907. Research on Large Model-Based Knowledge Graph Construction and Smart Risk Detection for Mineral Resource Supply Chains
Kun Wang, Qishen Chen, Yanfei Zhang, Guodong Zheng, Qiang Li, Jiayun Xing, Tao Long, Zhenqing Li, Xin Ren, Chenghong Shang, Qi Yu, Yu Zhao
10:50 Sun Oct 12th B210 ORAL
S1910. Progress and Reflections on the Construction of Geological Data Management and Sharing System
shoutao jiao*, rongmei liu, wei ren, mingming zhao, yan yang, hanrui sun, hailong yu, jing lu, min wen, yi yue, ning cui
11:10 Sun Oct 12th B210 ORAL
S1911. Mini-CarbonGPT: A Domain-Specific Large Language Model for Carbon Neutrality
Jianhua Ma*, Yongzhang Zhou
11:30 Sun Oct 12th B210 ORAL
S1912. Geochemical provinces mapping of Mars using compositional data analysis of GRS data
Chao Li*, Kefa Zhou, Jinlin Wang, Qing Zhang, Jiantao Bi, Wei Wang, Heshun Qiu
11:50 Sun Oct 12th B210 ORAL
S1913. A Deep-learning Based Sub-pixel Mineral Detection Method on Martian Surface
Heshun Qiu*, Kefa Zhou, Jinlin Wang, Jiantao Bi, Qing Zhang, Wei Wang, Chao Li
12:10 Sun Oct 12th B210 ORAL
S1917. Multi-scale and Progressive Intelligent Prospecting Prediction Using Geological Big Data Part 2
Chunfang KONG*, Qian Tian, Chonglong WU, Kai Xu
14:30 Sun Oct 12th B210 ORAL
S1919. Completion of mineral knowledge graph based on large language model
Xiaohui JI*
14:50 Sun Oct 12th B210 ORAL
S1920. Innovative Practices of Big Data in Agricultural Geology
Xiuwen Zhang*, Chuang Zhao, Jianbiao Dong
15:10 Sun Oct 12th B210 ORAL
S1921. Three Generations of Chinese Mathematical Geoscientists and Their Active Involvement and Contributions to the International Association for Mathematical Geosciences
Yongzhang ZHOU*, Xiaogang Ma
15:30 Sun Oct 12th B210 POSTER
S1922. Offset-Attention Mechanism Based Deep Learning Approach for 3D Geological Modeling
Anjing Ren*, Liang Wu, Yanjie Xing
15:32 Sun Oct 12th B210 POSTER

Mon Oct 13th D205 10:30:00

S1926. Multifractal analysis of geo-exploratory data to facilitate new discoveries in mineral exploration
Wenlei Wang*
Cancelled: 10:30 Mon Oct 13th D205 ORAL
S1928. Multi-label mineral resource prediction method based on graph neural network with application
Tianbao Guo*, Tianbao Guo
10:50 Mon Oct 13th D205 ORAL
S1930. Evaluating Deep Forest as an Efficient Alternative to Deep Neural Networks in Data-Driven Mineral Prospectivity Mapping
Abdallah M. Mohamed Taha*, Gang Liu, Qiyu Chen, Kai Xu
11:10 Mon Oct 13th D205 ORAL
S1931. Multi-scale and Progressive Intelligent Prospecting Prediction Using Geological Big Data Part 1
Kai Xu*, Chunfang KONG, Chonglong Wu, Yiping Tian, Yan Li
11:30 Mon Oct 13th D205 ORAL
S1932. A Preliminary Exploration of Vertical Model Construction in the Landslide Domain Based on the DeepSeek Large Language Model and Retrieval-Augmented Generation (RAG) Technology
He Luhao*, YongZHang ZHOU, Jianhua MA
11:50 Mon Oct 13th D205 ORAL
S1933. Multi-modal 3D Geological Model Similarity Measurement and Indexing Method
He Zhenwen*
12:10 Mon Oct 13th D205 ORAL

S20 ADVANTAGES OF VISUALIZATION, PHYSICS-INFORMED MACHINE LEARNING, DIGITAL TWINS, MULTIFRACTAL AND P-ADIC FORECASTING FOR G

KLAUDIA OLESCHKO (INSTITUTO DE GEOCIENCIAS, UNAM, MEXICO), ALEXANDER BALANKIN ( ESIME-Zacatenco del Instituto Politécnico Nacional, MEXICO), ANDREY KHRENNIKOV (LINNAEUS UNIVERSITY, VÄXJÖ, SWEDEN)

Fri Oct 10th B228 14:30:00

S2001. ANÁLISIS DE LA CONECTIVIDAD DE FRACTURAS Y LA DINÁMICA DE LAS AGUAS SUBTERRÁNEAS A TRAVÉS DE ALGORITMOS INSPIRADOS EN LA NATURALEZA Y GEMELOS DIGITALES
Claudia Noemí Luciano Soria, Dora Carreón-Freyre, Klaudia Oleshko
14:30 Fri Oct 10th B228 ORAL
S2002. Apple iPhone LiDAR for Advanced Machine Learning of Soil Surface Roughness
César Alberto Cortés Prado*, Mariano Cerca, Klaudia Oleshko, Mario Martínez-Méndez†, Michel Esteves, Cesar Alberto Cortés Prado
14:50 Fri Oct 10th B228 ORAL
S2003. Three-dimensional modeling and visual method design of multi-sphere layer of earth system: A case study of the South Yellow Sea Basin
zhao wang*, zhao wang, Guohui Su, Jihong Sun, Wenrong lin, Baoguang Li
15:10 Fri Oct 10th B228 POSTER

S21 Computational Geoscience

Chunan Tang

Sat Oct 11th B222 14:30:00

S2101. Bayesian Nonlinear Seismic Inversion Using ADA-MCMC and Zoeppritz-Based Forward Model
Chuan Luo*, Dario Grana, Xiaotao Wen, Bo Li, Leandro Passos de Figueiredo
14:30 Sat Oct 11th B222 ORAL
S2102. Lacustrine Basin Sedimentation Simulation Using a Particle-in-Cell Framework: Methodology and Efficacy
Yuangui Zhang, Maoshan Chen, Lei Li, Haisheng Yu
14:50 Sat Oct 11th B222 ORAL
S2103. Numerical simulation for identifying control factors on porphyry copper mineralization with application to the El Teniente deposit in Chile
Michiharu Enatsu*, Katsuaki Koike
15:10 Sat Oct 11th B222 ORAL
S2104. Improved Geostatistical Simulation for Coastal Salinity Mapping through the Integration of Markov-Type Categorical Prediction and Geophysical Data
Liming Guo*, Thomas Hermans, Wouter Deleersnyder
15:30 Sat Oct 11th B222 POSTER

S22 Deep-time Digital Earth (DDE) big science program: tools, services and scientific progress

Zhenhong Du (Zhejiang University), Junxuan Fan (Nanjing University), Yong Ge (Jiangxi Normal University), Jieping Ye (Zhejiang Lab), James G Ogg (Purdue University), Enjiang Yue ((Zhejiang University))

Sun Oct 12th B228 10:30:00

S2201. Significant role of geoscience standards supporting IUGS-DDE program Open and FAIR
Minghua Zhang, Harvey Thorleifson, Simon Hodson, Francois Robida, Mark Rettenbury
10:30 Sun Oct 12th B228 ORAL
S2202. DDE Geomorphology Community: Progress and Applications
Xin Yang*, Sijin Li, Yang Chen, Xingyu Zhou, Fayuan Li, Liyang Xiong, Guoan Tang
10:50 Sun Oct 12th B228 ORAL
S2203. Mapping Crustal Vp/Vs in North America With a Machine Learning Approach
Xingxing Gao , Yunfeng Chen, Wenyu Zhao, J. ZhangZhou, Shang Ma*
11:10 Sun Oct 12th B228 ORAL
S2204. Progress of DDE Country Node (China) Construction
Ning Cui*, Rongmei Liu, Yan Yang, Minghua Zhang, Fegndan Li
11:30 Sun Oct 12th B228 ORAL
S2205. Mineral potential Explorer: A cloud-native Platform For Mineral Resource Prediction
Jie YANG*
11:50 Sun Oct 12th B228 ORAL
S2206. DEEP: DDE Enabling and Empowering Platform
Zhenhong Du, Linshu Hu, Yuanyuan Wang, Enjiang Yue*
12:10 Sun Oct 12th B228 ORAL
S2207. Digital Twins in Geosciences and Engineering
Jin Qi*, Jin Qi
14:30 Sun Oct 12th B228 ORAL
S2208. Enhancing High Temperature Geochemistry Data Quality Through Expert Efforts
J. ZhangZhou*, J. ZhangZhou
14:50 Sun Oct 12th B228 ORAL
S2210. Integrating geological maps:Advances in Standardized Mapping and AI-driven comprehension of geological maps
Yang Song*, Zhenhan Wu, Yangyu Huang
15:10 Sun Oct 12th B228 ORAL
S2209. Similarity metrics for three-dimensional geologic body property models
Guo Chen*, Xin He
15:30 Sun Oct 12th B228 POSTER
Updated from: 03:10 PM Sun Oct 12th B228 POSTER
211 presentations found