Hybrid physics: data framework for real-time forecasting of atmospheric pollutants

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A new framework for generative design, real-time prediction, and inverse design optimization: application to microstructure

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Structural natural frequency-embedded Fourier feature physics-informed neural networks for earthquake dynamic response prediction

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A tail-adjusted reliability index for non-Gaussian structural systems

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Truss structure optimization via hierarchical tree search

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A methodology for the automated estimation of footprint-derived seismic behaviour modifiers in building exposure assessment

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An extension of the modified constitutive relation error concept for the robust multi-physics offshore wind turbine model calibration from in situ data

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Predicting rolling shear failure of cross-laminated panels using a multiscale domain decomposition approach

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Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalance

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Experiment–simulation synergy on multiscale breakup dynamics in wire arc spray atomization

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PDE-constrained Gaussian process surrogate modeling with uncertain data locations

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A strategy with reduced models dedicated to parametrized nonlinear strongly coupled thermo-poroelasticity problems

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Magneto-thermally coupled field simulation of homogenized foil winding models

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Advancing blind hyperspectral unmixing in remote sensing: comparing deep-inspired subspace learning methods

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Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis

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First order explicit time integration scheme with large time steps for parabolic problems using irregular grids

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Meshgraphnets informed locally by thermodynamics for the simulation of flows around arbitrarily shaped objects

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Quadratic unconstrained binary optimization for environmental control system equipment design and assessment

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Theoretical investigations and methodology for modeling and direct simulation of electrochemical pulse plating in the diffusion boundary layer

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Graph neural network structural limitation for thermal simulation and architecture optimization through rating system

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