Concepedia

Ivan Depina

ID

13

Publications

510

Citations

11

H-Index

2015

Active since

Affiliations

Norwegian University of Science and Technology(Current)

SINTEF

University of Split

SINTEF Community

Norwegian Geotechnical Institute

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

Top concepts

EngineeringCivil EngineeringGeographyEarth ScienceGeotechnical EngineeringMachine LearningUncertainty QuantificationStatisticsClimatologyData Science

Publications per year

2015–2024

13

Publications

13

Application of physics-informed neural networks to inverse problems in unsaturated groundwater flow

Ivan Depina, Saket Jain, Sigurdur Mar Valsson et al. · Georisk Assessment and Management of Risk for Engineered Systems and Geohazards · 2021 · 117 citations · Full text

Numerical Analysis, Engineering, Machine Learning +16

Reliability analysis with Metamodel Line Sampling

Ivan Depina, Thi Minh Hue Le, Gordon A. Fenton et al. · Structural Safety · 2016 · 97 citations

Reliability, Reliability Engineering, Engineering +4

Behavior of cyclically loaded monopile foundations for offshore wind turbines in heterogeneous sands

Ivan Depina, Thi Minh Hue Le, Gudmund Eiksund et al. · Computers and Geotechnics · 2015 · 74 citations

Geotechnical Engineering, Offshore Platform, Offshore Geotechnics +10

Novel Bayesian framework for calibration of spatially distributed physical-based landslide prediction models.

Ivan Depina, Emir Ahmet Oguz, Vikas Thakur · Computers and Geotechnics · 2020 · 39 citations · Full text

Geotechnical Engineering, Statistical Calibration, Bayesian Statistics +15

Effects of soil heterogeneity on susceptibility of shallow landslides

Emir Ahmet Oguz, Ivan Depina, Vikas Thakur · Landslides · 2021 · 37 citations · Full text

Geotechnical Engineering, Rock Slide, Engineering +14

Rows per page

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