1. Geometry-Informed Data-Driven Mechanics Bahmani, Bahador 2024 Theses Civil engineering--Mathematical modelsMechanical engineering--Mathematical modelsManifolds (Mathematics)Neural networks (Computer science)Machine learning
2. A Data-Driven Perspective on Residential Electricity Modeling and Structural Health Monitoring Li, Lechen 2023 Theses Civil engineeringElectric utilitiesStructural health monitoringDwellings--Energy consumptionDeep learning (Machine learning)Neural networks (Computer science)--Industrial applications
3. Addressing Urban Sustainability Challenges in a Changing Environment: Insights into Park Usage, Heat Mitigation and Green Space Sensing Zhao, Haokai 2023 Theses Civil engineeringEnvironmental engineeringUrban parksUrban runoff--ManagementUrban heat islandDrainageCOVID-19 Pandemic (2020-)Public healthClimatic changesColumbia University
4. A saturated stochastic simulator: synthetic US Gulf coast tropical cyclone precipitation fields Nakamura, Jennifer A.; Lall, Upmanu; Kushnir, Yochanan; Harr, Patrick A. 2023 Articles Precipitation (Meteorology)Rain and rainfallStochastic analysisHurricanes
5. A Self-localized Smart Hardhat System for Construction 4.0 Sun, Weizhuo 2023 Theses Industrial productivityArtificial intelligence--Industrial applicationsInternet of thingsWearable technologyWork environment--Safety measures
6. Data-physics Driven Reduced Order Homogenization Yu, Yang 2023 Theses Civil engineeringMechanical engineeringMaterials--Mathematical modelsFibrous composites--MaterialsFinite element method--Models
7. Numerical modeling of non-stationary boundary-layer flow in urban areas Li, Weiyi 2023 Theses MeteorologyAtmosphere--Mathematical modelsTopologyCities and towns
8. Thermomechanical analysis of geothermal heat exchange systems Wang, Tengxiang 2023 Theses Geothermal engineeringHeat--TransmissionHeat exchangers--ThermodynamicsNeumann problemGreen's functions
9. Uncertainty Quantification for Micro-Scale Simulations of Flow in Plant Canopies Giacomini, Beatrice 2023 Theses MathematicsForest canopiesBayesian statistical decision theoryMonte Carlo methodAtmosphere
10. Centrifuge Modeling of the Piled Raft Foundation of a High Rise Building Hwang, Junggeun 2022 Theses Civil engineeringSkyscrapersFailure analysis (Engineering)
11. Computational microporomechanics for phase-changing geological materials Suh, Hyoung Suk 2022 Theses Civil engineeringGeotechnical engineeringFinite element methodGeophysicsFracture mechanics
12. Developments of Two Methodologies in Uncertainty Quantification in Civil Engineering and Engineering Mechanics Shen, Mengyao 2022 Theses Civil engineeringMonte Carlo methodStochastic processesDecision makingSuspension bridges--Testing
13. Estimating return intervals for extreme climate conditions related to winter disasters and livestock mortality in Mongolia Haraguchi, Masahiko; Davi, Nicole K.; Rao, Mukund Palat; Leland, Caroline Wogan; Watanabe, Masataka; Lall, Upmanu 2022 Articles Livestock--MortalityDroughtsColdLong-range weather forecasting
14. Experimental and Numerical Investigations of the Thermomechanical Properties of Suspension Bridge Main Cables Robinson, Jumari 2022 Theses Civil engineeringSuspension bridgesMetals--Thermomechanical propertiesStrains and stresses--AnalysisHeat--Transmission
15. Geometric prior of multi-resolution yielding manifolds and the local closest point projection for nearly non-smooth plasticity Xiao, Mian; Sun, WaiChing 2022 Articles ElastoplasticityYield surfacesMechanics, Applied
16. Manifold embedding data-driven mechanics Bahmani, Bahador; Sun, WaiChing 2022 Articles ElasticityGeodesics (Mathematics)Manifolds (Mathematics)Mechanical engineering
17. Modeling Lifetime Performance of Ceramic Matrix Composites with Reduced Order Homogenization Multiscale Methods Artz, Timothy Steven 2022 Theses Ceramic-matrix composites--Thermal propertiesComposite materialsDamages--Mathematical modelsViscoplasticity--Mathematical models
18. Multi-phase-field microporomechanics model for simulating ice-lens growth in frozen soil Suh, Hyoung Suk; Sun, WaiChing 2022 Articles Materials scienceFrozen groundIce
19. Nano-Engineered Cement for 3D Printing Concrete Douba, Ala Eddin 2022 Theses Civil engineeringThree-dimensional printingConcreteNanostructured materialsMagnesium oxide
20. Novel Computer Vision-based Vehicle Non-contact Weigh-in-Motion System Leung, Ryan 2022 Theses Civil engineeringComputer vision--Industrial applicationsMotor vehicles--Weight
21. Novel Damage Assessment Framework for Dynamic Systems through Transfer Learning from Audio Domains Tronci, Eleonora Maria 2022 Theses EngineeringArtificial intelligenceTransfer learning (Machine learning)Neural networks (Computer science)--Industrial applicationsAerospace engineering
22. Optimization of Coastal Protective Strategies Against Flooding and Sea-level Rise Miura, Yuki 2022 Theses Civil engineeringClimatic changesEnvironmental engineeringShore protectionSea levelNatural disasters--ManagementFlood control--PlanningFlood damage prevention--Planning
23. Uncertainty quantification techniques with diverse applications to stochastic dynamics of structural and nanomechanical systems and to modeling of cerebral autoregulation Katsidoniotaki, Maria 2022 Theses Stochastic processesEigenvaluesNanoelectromechanical systemsBlood flow--MeasurementBlood pressure--Mathematical modelsSampling (Statistics)Preeclampsia
24. Unknown input structural health monitoring Impraimakis, Marios 2022 Theses Civil engineeringEngineeringMechanical engineeringStructural health monitoringKalman filtering
25. A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data Bahmani, Bahador; Sun, WaiChing 2021 Articles Porous materials--Mechanical propertiesPorous materials--Mathematical modelsElasticityMechanics, Applied
26. An immersed phase field fracture model for microporomechanics with Darcy–Stokes flow Suh, Hyoung Suk; Sun, WaiChing 2021 Articles Laminar flowFluid dynamicsFracture mechanics--Mathematical modelsNavier-Stokes equationsPhase transformations (Statistical physics)Porous materials
27. Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents Suh, Hyoung suk; Sun, WaiChing 2021 Articles Fracture mechanicsPorous materialsComposite materialsMechanics, Applied
28. Computational Design of Structures for Enhanced Failure Resistance Russ, Jonathan Brent 2021 Theses Biomedical engineeringComputer-aided designCongenital heart diseaseHeart valve prosthesis--ResearchStents (Surgery)Congenital heart disease in children--SurgeryFailure analysis (Engineering)
29. Deep learning for subgrid-scale turbulence modeling in large-eddy simulations of the convective atmospheric boundary layer: data Cheng, Yu; Giometto, Marco Giovanni; Kauffmann, Pit; Lin, Ling; Cao, Chen; Zupnick, Cody; Li, Harold; Li, Qi; Huang, Yu; Abernathey, Ryan Patrick; Gentine, Pierre 2021 Data (Information) Boundary layer (Meteorology)Atmospheric turbulenceEddies
30. DP-MPM: Domain partitioning material point method for evolving multi-body thermal–mechanical contacts during dynamic fracture and fragmentation Xiao, Mian; Liu, Chuanqi; Sun, WaiChing 2021 Articles Fracture mechanicsMechanics, AppliedCivil engineering
31. Harnessing Big Data for the Sharing Economy in Smart Cities Shou, Zhenyu 2021 Theses City planning--TransportationRidesharingCongestion pricingTraffic congestionTransportation--Passenger trafficTaxicab drivers
32. Modeling and Experimental Study of Thermal Management for Infrastructure Surface Materials Zadshir, Mehdi 2021 Theses Civil engineeringSustainable development--Environmental aspectsRubber--RecyclingPavements, Asphalt--Environmental aspectsPhotovoltaic power systemsHydronicsOils and fats--Research
33. On the suitability of second-order accurate finite-volume solvers for the simulation of atmospheric boundary layer flow Giacomini, Beatrice; Giometto, Marco Giovanni 2021 Data (Information) Boundary layer (Meteorology)Boundary layer (Meteorology)--Mathematical modelsAtmospheric circulation--Mathematical modelsFinite volume method
34. Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening Vlassis, Nikolaos Napoleon; Sun, WaiChing 2021 Articles Neural networks (Computer science)Elastoplasticity--Mathematical modelsLevel set methodsMechanics, Applied
35. Towards Trustworthy Geometric Deep Learning for Elastoplasticity Vlassis, Nikolaos Napoleon 2021 Theses EngineeringElastoplasticity--Mathematical modelsMachine learning--Mathematical modelsNeural networks (Computer science)Anisotropy--Mathematical models
36. Virtual experiments and designs of composites with the inclusion-based boundary element method (iBEM) Wu, Chunlin 2021 Theses Civil engineeringEngineeringComposite materialsElastic wavesHeat--Conduction--MathematicsEigenvaluesIntegral equationsBoundary element methodsTetrahedra
37. Advancing Understanding of Green Infrastructure Performance Through Field Measurements and Modeling Wang, Siyan 2020 Theses Civil engineeringEnvironmental engineeringGreen roofs (Gardening)RainwaterUrban runoff--ManagementUrbanizationCity planning--Environmental aspectsStorm sewersSustainable architectureBioswales
38. Capturing Evolving Size-Dependent Anisotropy from Brittle Fracture to Plasticity for Geological Materials Bryant, Eric Cushman 2020 Theses RocksRocks--FractureAnisotropyGeophysics
39. Centrifuge Modeling and Numerical Analysis of Geosynthetic-Reinforced Soil Retaining Walls Having Different Facings Xu, Lei 2020 Theses Civil engineeringRetaining wallsRetaining walls--Evaluation
40. Computational thermomechanics for crystalline rock. Part II: Chemo-damage-plasticity and healing in strongly anisotropic polycrystals Ma, Ran; Sun, WaiChing 2020 Articles PolycrystalsAnisotropyMaterials--CreepFracture mechanicsRadioactive waste disposalMechanics, Applied
41. Design and Analysis of Smart Building Envelope Materials and Systems Lin, Qiliang 2020 Theses Civil engineeringElectrical engineeringArchitecture and energy conservationSmart materialsBuilding-integrated photovoltaic systems
42. Efficient Computational Methods in Coupled Thermomechanical Problems: Shear Bands and Fracture of Metals Svolos, Lampros 2020 Theses Civil engineeringMetals--Thermomechanical propertiesMetals--FracturePolycrystals
43. Indentation of Multi-Layered Materials Using Spherical Indentation Mills, James A. 2020 Theses Civil engineeringMechanical engineering
44. Map Data Integration Technique with Large-Scale Fleet Telematics Data As Road Safety Surrogate Measures in The New York Metropolitan Area Alrassy, Patrick 2020 Theses Civil engineeringRoads--Safety measuresTraffic accidents--ResearchTraffic safety
45. Path integral techniques and Gröbner basis approaches for stochastic response analysis and optimization of diverse nonlinear dynamic systems Petromichelakis, Ioannis 2020 Theses Civil engineeringMathematicsStochastic analysisNonlinear systems
46. Sensitivity‐based singular value decomposition parametrization and optimal regularization in finite element model updating Bartilson, Daniel Thomas; Jang, Jinwoo; Smyth, Andrew W. 2020 Articles Structural analysis (Engineering)Structural analysis (Engineering)--Mathematical modelsFinite element method--Mathematical modelsSingular value decomposition
47. SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials Heider, Yousef; Wang, Kun; Sun, WaiChing 2020 Articles Materials scienceCrystals--Plastic propertiesNeural networks (Computer science)Lie algebrasSupervised learning (Machine learning)
48. Structural damage assessment through parametric and nonparametric models Morgantini, Marcello 2020 Theses Civil engineeringStructural analysis (Engineering)Structural analysis (Engineering)--Research
49. A configurational force for adaptive re-meshing of gradient-enhanced poromechanics problems with history-dependent variables Na, SeonHong; Bryant, Eric Cushman; Sun, WaiChing 2019 Articles Materials scienceMechanics, AppliedPorous materialsLie algebras
50. A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation Wang, Kun; Sun, WaiChing; Du, Qiang 2019 Articles ElastoplasticityElastoplasticity--Computer simulationReinforcement learningCombinatorial optimizationMaterials science