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Journal Article
Renewable Energy, ISSN 0960-1481, 07/2018, Volume 122, pp. 184 - 195
Designing an efficient system to extract heat from an enhanced geothermal system (EGS) requires proper understanding of the behavior of the reservoir over a... 
Hierarchy | Fracture spacing | Sensitivity | Well spacing | Surrogate models | Enhanced geothermal system | GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY | RESERVOIR | HOT DRY ROCK | ENERGY & FUELS | HEAT EXTRACTION | THERMOHYDRAULIC PROCESS | NUMERICAL-SIMULATION
Journal Article
International Journal of Solids and Structures, ISSN 0020-7683, 08/2018, Volume 146, pp. 224 - 240
Realistic assessment of existing masonry structures requires the use of detailed nonlinear numerical descriptions with accurate model material parameters. In... 
Flat-jack test | Sensitivity analysis | Surrogate models | Diagonal compression test | Genetic algorithms | SEISMIC ASSESSMENT | SHEAR WALLS | CLAY BRICK | STRENGTH | COMPRESSION | DAMAGE MODELS | MECHANICS | HOMOGENIZED LIMIT ANALYSIS | INTERFACE MODEL | INPLANE | UNREINFORCED MASONRY | Analysis | Models | Green technology
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 08/2018, Volume 330, pp. 170 - 184
We present an efficient greedy algorithm for constructing sparse radial basis function (RBF) approximations with spatially variable shape parameters. The... 
Greedy algorithm | Parameterized dictionary learning | Radial basis functions | Function approximation | Surrogate modeling | Shape parameter tuning | REGRESSION | MATHEMATICS, APPLIED | DESIGN | CONVEX RELAXATION | EQUATIONS | CLASSIFICATION | ALGORITHMS | SCATTERED DATA INTERPOLATION | MULTIQUADRIC INTERPOLATION | OPTIMIZATION
Journal Article
Sensors & Actuators: B. Chemical, ISSN 0925-4005, 02/2017, Volume 239, pp. 718 - 726
Journal Article
Communications in Nonlinear Science and Numerical Simulation, ISSN 1007-5704, 03/2019, Volume 68, pp. 240 - 256
Journal Article
PLoS Computational Biology, ISSN 1553-734X, 05/2015, Volume 11, Issue 5, p. e1004096
Journal Article
Renewable Energy, ISSN 0960-1481, 05/2019, Volume 135, pp. 277 - 287
Cross-sectional geometry of a horizontal axis tidal stream turbine (HATST) blade was optimized using surrogate models and computational fluid dynamics (CFD)... 
Horizontal axis tidal stream turbine | Computational fluid dynamics | Design optimization | Multiple surrogate models | GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY | DESIGN | METHODOLOGY | MODELS | NUMERICAL OPTIMIZATION | ENERGY & FUELS | VALIDATION | Fluid dynamics | Tidal currents | Analysis | Turbines
Journal Article
Meccanica, ISSN 0025-6455, 7/2019, Volume 54, Issue 9, pp. 1403 - 1419
Numerical modeling of actual structural systems is a very complex task mainly due to the lack of complete knowledge on the involved parameters. Simplified... 
Finite element model | Cable-stayed footbridge | Surrogate model | Classical Mechanics | Civil Engineering | Operational modal analysis | Global sensitivity analysis | Automotive Engineering | Mechanical Engineering | Polynomial chaos expansion | Bayesian inference | Physics | MECHANICS | MODELS | POLYNOMIAL CHAOS | BRIDGE
Journal Article