Ivan Depina - Concepedia

Author

Ivan Depina

Norwegian University of Science and Technology ORCID

Also Known As

I Depina, Ivan Depina, Nathalie Labonnote

Publications

576

Citations

H-Index

Concepts

All Affiliations

Norwegian University of Science and Technology SINTEF University of Split SINTEF Community Norwegian Geotechnical Institute

About

Ivan Depina is an author at Norwegian University of Science and Technology specializing in engineering, civil engineering, and geography.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	11	11	486
2	Civil Engineering	7	7	340
3	Management	1	1	39
4	Public Health	1	1	26
5	Social Sciences	1	1	37

Ivan Depina

Publications

510

Citations

H-Index

Page 1

	Year	Citations
Application of physics-informed neural networks to inverse problems in unsaturated groundwater flow Ivan Depina, Saket Jain, Sigurdur Mar Valsson, Georisk Assessment and Management of Risk for Engineered Systems and Geohazards Numerical AnalysisEngineeringMachine LearningHydrogeophysicsAi Foundation	2021	117
Reliability analysis with Metamodel Line Sampling Ivan Depina, Thi Minh Hue Le, Gordon A. Fenton, Structural Safety ReliabilityReliability EngineeringEngineeringReliability ModellingModel Reliability	2016	97
Behavior of cyclically loaded monopile foundations for offshore wind turbines in heterogeneous sands Ivan Depina, Thi Minh Hue Le, Gudmund Eiksund, Computers and Geotechnics Geotechnical EngineeringOffshore PlatformOffshore GeotechnicsEngineeringWind Turbines	2015	74
Novel Bayesian framework for calibration of spatially distributed physical-based landslide prediction models. Ivan Depina, Emir Ahmet Oguz, Vikas Thakur Computers and Geotechnics Geotechnical EngineeringStatistical CalibrationBayesian StatisticsBayesian StatisticEngineering	2020	39
Effects of soil heterogeneity on susceptibility of shallow landslides Emir Ahmet Oguz, Ivan Depina, Vikas Thakur Landslides Geotechnical EngineeringRock SlideEngineeringSlope StabilityRock Slope	2021	37
IoT-based hydrological monitoring of water-induced landslides: a case study in central Norway Emir Ahmet Oguz, Ivan Depina, Bård Myhre, Bulletin of Engineering Geology and the Environment Central NorwayEnvironmental MonitoringEngineeringDisaster DetectionEarth Flow	2022	32
Cone penetration data classification with Bayesian Mixture Analysis Ivan Depina, Thi Minh Hue Le, Gudmund Eiksund, Georisk Assessment and Management of Risk for Engineered Systems and Geohazards Bayesian StatisticBayesian Decision TheoryEngineeringMachine LearningBayesian Inference	2015	26
Quantification of climate change impact on rainfall-induced shallow landslide susceptibility: a case study in central Norway Emir Ahmet Oguz, Rasmus Benestad, Kajsa M. Parding, Georisk Assessment and Management of Risk for Engineered Systems and Geohazards ClimatologyMeteorologyCentral NorwayHydrological DisasterEngineering	2024	24
Application of machine learning to the identification of quick and highly sensitive clays from cone penetration tests Cristian Godoy, Ivan Depina, Vikas Thakur Journal of Zhejiang University. Science A EngineeringMachine LearningSite CharacterizationSensitive ClaysEarth Science	2020	15
Coupling the cross-entropy with the line sampling method for risk-based design optimization Ivan Depina, Iason Papaioannou, Dániel Straub, Structural and Multidisciplinary Optimization Design Space ExplorationEngineeringRisk-based Design OptimizationUncertainty QuantificationComputer-aided Engineering	2016	14

Page 1