Search Results - "Depina, Ivan"

Effects of soil heterogeneity on susceptibility of shallow landslides by Oguz, Emir Ahmet, Depina, Ivan, Thakur, Vikas

“…Uncertainties in parameters of landslide susceptibility models often hinder them from providing accurate spatial and temporal predictions of landslide…”
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Application of machine learning to the identification of quick and highly sensitive clays from cone penetration tests by Godoy, Cristian, Depina, Ivan, Thakur, Vikas

“…Geotechnical classification is vital for site characterization and geotechnical design. Field tests such as the cone penetration test with pore water pressure…”
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Hyperspheric Integral Reliability Method for efficient reliability analysis of geotechnical ultimate limit states by Depina, Ivan

“…This paper introduces the Hyperspheric Integral Reliability Method (HINT) for efficient reliability analysis of geotechnical ultimate limit states. The method…”
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Novel Bayesian framework for calibration of spatially distributed physical-based landslide prediction models by Depina, Ivan, Oguz, Emir Ahmet, Thakur, Vikas

“…•Modeling the parameters of spatially-distributed landslide prediction models as spatially variable with random field models.•Development of a novel Bayesian…”
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Application of physics-informed neural networks to inverse problems in unsaturated groundwater flow by Depina, Ivan, Jain, Saket, Mar Valsson, Sigurdur, Gotovac, Hrvoje

“…This paper investigates the application of Physics-Informed Neural Networks (PINNs) to inverse problems in unsaturated groundwater flow. PINNs are applied to…”
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3D large deformation modeling of the 2020 Gjerdrum quick clay landslide by Tran, Quoc Anh, Rogstad, Agnete, Depina, Ivan, Fernández, Fabricio, Alene, Gebray Habtu, Grimstad, Gustav, Nordal, Steinar

“…A quick clay slide in Gjerdrum, Norway, occurred at 4 a.m. on 30th December 2020, killing ten people and destroying houses, roads, and other infrastructures…”
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QuickAware: a virtual reality tool for quick clay landslide hazard awareness by Alene, Gebray H., Depina, Ivan, Thakur, Vikas, Perkis, Andrew, Bruland, Oddbjørn

“…Disaster emergency management is crucial for safeguarding lives and the environment in the face of natural and human-caused calamities, such as quick clay…”
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Virtual reality visualization of geophysical flows: A framework by Alene, Gebray H., Irshad, Shafaq, Moraru, Adina, Depina, Ivan, Bruland, Oddbjørn, Perkis, Andrew, Thakur, Vikas

“…This paper presents a comprehensive Virtual Reality (VR) based framework for visualizing numerical simulations of geophysical flows in a realistic and…”
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Reliability analysis with Metamodel Line Sampling by Depina, Ivan, Le, Thi Minh Hue, Fenton, Gordon, Eiksund, Gudmund

“…•The Line Sampling method is coupled with a metamodel of the performance function.•Correction coefficient accounts for the metamodel approximation.•Metamodel…”
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Perfomance-based wind engineering assessment of critical telecommunication infrastructure subjected to bora wind by Depina, Ivan, Divić, Vladimir, Munjiza, Ante, Peroš, Bernardin

“…•The study assesses the risks to critical telecommunication infrastructure from the Bora wind.•The Bora wind is a north-northeastern storm wind occurring,…”
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IoT-based hydrological monitoring of water-induced landslides: a case study in central Norway by Oguz, Emir Ahmet, Depina, Ivan, Myhre, Bård, Devoli, Graziella, Rustad, Helge, Thakur, Vikas

“…Water-induced landslides pose a great risk to the society in Norway due to their high frequency and capacity to evolve in destructive debris flows…”
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Coupling the cross-entropy with the line sampling method for risk-based design optimization by Depina, Ivan, Papaioannou, Iason, Straub, Daniel, Eiksund, Gudmund

“…An algorithm for risk-based optimization (RO) of engineering systems is proposed, which couples the Cross-entropy (CE) optimization method with the Line…”
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Quantification of climate change impact on rainfall-induced shallow landslide susceptibility: a case study in central Norway by Oguz, Emir Ahmet, Benestad, Rasmus E., Parding, Kajsa M., Depina, Ivan, Thakur, Vikas

“…Climate change impact on rainfall-induced landslide susceptibility of a certain region is often implied based on expected changes in rainfall patterns and…”
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Behavior of cyclically loaded monopile foundations for offshore wind turbines in heterogeneous sands by Depina, Ivan, Hue Le, Thi Minh, Eiksund, Gudmund, Benz, Thomas

“…This paper presents a probabilistic assessment of the long term performance of monopile foundations for offshore wind turbines in dense sand with spatially…”
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Thermal regime of permafrost at Varandey Settlement along the Barents Sea Coast, North West Arctic Russia by Le, Thi Minh Hue, Depina, Ivan, Guegan, Emilie, Sinitsyn, Anatoly

“…Soil temperature variation is one of the governing factors of mechanical properties of frozen soils and has a large effect on the stability of soil masses in…”
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Cone penetration data classification with Bayesian Mixture Analysis by Depina, Ivan, Le, Thi Minh Hue, Eiksund, Gudmund, Strøm, Pål

“…This paper presents an application of the Bayesian Mixture Analysis (BMA) to deal with the classification of spatially variable soil data from the cone…”
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