Claudia Cherubini

University of Trieste — Italy

Environmental Science · Physical Sciences

20h-index1.3kcitations145works3.62yr avg
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Research Topics

Groundwater flow and contamination studies(51), Geotechnical Engineering and Analysis(29), Soil and Unsaturated Flow(25), Hydraulic Fracturing and Reservoir Analysis(21), Dam Engineering and Safety(17)

Publications145 total

A clustering-based surrogate model leveraging random forest for rapid pumping optimization in saltwater-intruded heterogeneous aquifers
2026Open Access
Integration of an adaptive neuro-fuzzy inference system (ANFIS) model for groundwater level prediction utilizing feature engineering techniques in the training process
Neural Computing and Applications·2026
Learning with Constraints: A Physics-Guided Bayesian Framework for Reliable Geothermal Temperature Mapping in Northeastern Italy
SSRN Electronic Journal·2026Open Access
Artificial Intelligence in Deep Geothermal Energy: Trends, Insights, and Future Perspectives
Renewable energy focus·2025Open Access
A Novel Deep Learning-Based Soil Moisture Prediction Model Using Adaptive Group Radial Lasso Regularized Basis Function Networks (AGRL-RBFN) Optimized by Hierarchical Correlated Spider Wasp Optimizer (HCSWO) and Incremental Learning (IL)
Water·2025· 1 citedOpen Access
Optimal operation of reservoir for sustainable water management using multi-criteria decision-making approach
Journal of Hydroinformatics·2025· 1 citedOpen Access
Underwater Digital Twin Sensor Network-Based Maritime Communication and Monitoring Using Exponential Hyperbolic Crisp Adaptive Network-Based Fuzzy Inference System
Water·2025· 2 citedOpen Access
Underwater Digital Twins Sensor Network-Based Maritime Communication and Monitoring Using EHC-ANFIS
Preprints.org·2025Open Access
Determining Robust Optimal Pumping Solutions in a Heterogeneous Coastal Aquifer Using a Robust Decision-Making Approach and Bargaining Theory to Resolve Multiple Sources of Uncertainty
Earth Systems and Environment·2025· 1 citedOpen Access
Enhanced landslide susceptibility zonation using GIS-Based ensemble techniques
Environmental Earth Sciences·2024· 1 cited
Wastewater Management Using a Neural Network-Assisted Novel Paradigm for Waste Prediction from Vermicomposting
Water·2024· 3 citedOpen Access
Managed Aquifer Recharge for Sustainable Groundwater Management: New Developments, Challenges, and Future Prospects
Water·2024· 25 citedOpen Access
Wastewater Management Using a Neural Network-Assisted Novel Paradigm for Waste Prediction from Vermicomposting
Preprints.org·2024Open Access
Predictive modeling of shallow tunnel behavior: Leveraging machine learning for maximum convergence displacement estimation
Transportation Geotechnics·2024· 11 citedOpen Access
Artificial intelligence applications for accurate geothermal temperature prediction in the lower Friulian Plain (north-eastern Italy)
Journal of Cleaner Production·2024· 14 citedOpen Access
Monitoring of spatio-temporal glaciers dynamics in Bhagirathi Basin, Gharhwal Himalayas using remote sensing data
Environmental Earth Sciences·2024· 5 citedOpen Access
A Multi-Objective Improved Hybrid Butterfly Artificial Gorilla Troop Optimizer for Node Localization in Wireless Sensor Groundwater Monitoring Networks
Water·2024· 1 citedOpen Access
Metaheuristic algorithms for optimization of reservoir operations on Ravishankar Sagar reservoir
Urban Water Journal·2024· 4 cited
Predictive Modeling of Shallow Tunnel Behavior: Leveraging Machine Learning for Maximum Convergence Displacement Estimation
SSRN Electronic Journal·2024Open Access
Monitoring spatio-temporal glaciers retreat and advances in Bhagirathi Basin, Gharhwal Himalayas using Remote Sensing Data
Research Square (Research Square)·2023Open Access
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Frequent Co-authors

Concetta I. Giasi(20), Nicola Pastore(19), S. A. Galindo‐Torres(4), Ling Li(4), Jiawei Li(3), Alexander Scheuermann(3), F Paccapelo(3), Ali Ranjbar(3), Nicoletta Maria Allegretti(3), Dimitra Rapti(3), Har Amrit Singh Sandhu(3), Giovanna Vessia(2), Wanju Yuan(2), Danial Sheini Dashtgoli(2), Michela Giustiniani(2), Martina Busetti(2), J. M. Redondo(2), Michele Lupo(2), Li Zi(2), P. Masi(1)