yusuke1997/dblp-id-title huggingface dataset:
Development of an e-learning system for manufacturing technology education
Ontology supported competency system
Investigating the relationship between knowledge management and team performance based on common evaluation framework
The double absorbing boundary method for elastodynamics in homogeneous and layered media
Sequential data assimilation for mechanical systems with complex image data: application to tagged-MRI in cardiac mechanics
Physics-Informed Neural Network water surface predictability for 1D steady-state open channel cases with different flow types and complex bed profile shapes
Enhanced prediction of thermomechanical systems using machine learning, PCA, and finite element simulation
Correction to: Reduced order model of flows by time-scaling interpolation of DNS data
Advancing blind hyperspectral unmixing in remote sensing: comparing deep-inspired subspace learning methods
Finite element formulations for large strain anisotropic material with inextensible fibers
Hyper-reduction framework for model calibration in plasticity-induced fatigue
Estimation of error in observables of coarse-grained models of atomic systems
Mesh refitting approach: a simple method to model mixed-mode crack propagation in nonlinear elastic solids
The role of cell lysis and matrix deposition in tumor growth modeling
Vehicle crash simulation models for reinforcement learning driven crash-detection algorithm calibration
A multi-point constraint unfitted finite element method
Recent advancements on the phase field approach to brittle fracture for heterogeneous materials and structures
Finite-strain three-dimensional solids with rotational degrees of freedom: non-linear statics and dynamics
Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems
Multi-level hp-adaptivity and explicit error estimation
Variationally consistent self-stabilized Virtual Elements for 2D locking-free elastoplasticity
Evaluation of POD based surrogate models of fields resulting from nonlinear FEM simulations
On phase change and latent heat models in metal additive manufacturing process simulation
Measuring acceleration fields via regularized digital image correlation
Finite increment calculus (FIC): a framework for deriving enhanced computational methods in mechanics
Regularized regressions for parametric models based on separated representations
Enhanced numerical integration scheme based on image-compression techniques: application to fictitious domain methods
Some robust integrators for large time dynamics
Toward new methods for optimization study in automotive industry including recent reduction techniques
A frontal approach to hex-dominant mesh generation
A generalized Fourier transform by means of change of variables within multilinear approximation
On the computation of plate assemblies using realistic 3D joint model: a non-intrusive approach
Reduced integration schemes in micromorphic computational homogenization of elastomeric mechanical metamaterials
PDE-constrained Gaussian process surrogate modeling with uncertain data locations
Adaptive space-time model order reduction with dual-weighted residual (MORe DWR) error control for poroelasticity
Simulation of impacts on elastic-viscoplastic solids with the flux-difference splitting finite volume method applied to non-uniform quadrilateral meshes
On a recursive formulation for solving inverse form finding problems in isotropic elastoplasticity
Effect of reinforcement volume fraction and orientation on a hybrid tissue engineered aortic heart valve with a tubular leaflet design
Using DIC-based FEM to determine work-hardening parameters in structural steels
On the use of model order reduction for simulating automated fibre placement processes
Convergence study of the h-adaptive PUM and the hp-adaptive FEM applied to eigenvalue problems in quantum mechanics
A separated representation involving multiple time scales within the Proper Generalized Decomposition framework
A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes
Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics
Industrial Digital Twins based on the non-linear LATIN-PGD
Synergies between the constitutive relation error concept and PGD model reduction for simplified V&V procedures
Coupling local and non-local damage evolutions with the Thick Level Set model
Stress-constrained topology optimization using approximate reanalysis with on-the-fly reduced order modeling
The role of auto-catalysis reaction and thermal radiation on dynamics of CNTs nanoparticles in a rotating system
ASTER Shell: a simple concept to significantly increase the plastic buckling strength of short cylinders subjected to combined external pressure and axial compression
Comparison of multi-fidelity surrogate models for multi-objective aerodynamic optimization in turbomachinery under extreme cost imbalance
Applications of SPDM in aircraft structural analysis at Embraer
Physics-informed two-tier neural network for non-linear model order reduction
Toward 4D mechanical correlation
A computational two-scale approach to cancellous bone remodelling
Parameter estimation via conditional expectation: a Bayesian inversion
A non-intrusive global/local approach applied to phase-field modeling of brittle fracture
Component-based reduced basis for parametrized symmetric eigenproblems
Solving forward and inverse problems of contact mechanics using physics-informed neural networks
Spacetime simulation of dynamic fracture with crack closure and frictional sliding
Membrane wrinkling revisited from a multi-scale point of view
A novel physics-based and data-supported microstructure model for part-scale simulation of laser powder bed fusion of Ti-6Al-4V
Adjoint-consistent formulations of slip models for coupled electroosmotic flow systems
Towards a real-time simulation of elastoplastic deformation using multi-task neural networks
A flexible framework for sequential estimation of model parameters in computational hemodynamics
Graph neural network structural limitation for thermal simulation and architecture optimization through rating system
Transient simulation of an electrical rotating machine achieved through model order reduction
Space-time POD based computational vademecums for parametric studies: application to thermo-mechanical problems
Static fracture and modal analysis simulation of a gas turbine compressor blade and bladed disk system
Realization of CAD-integrated shell simulation based on isogeometric B-Rep analysis
Analysis of the two-dimensional polydisperse liquid sprays in a laminar boundary layer flow using the similarity transformation method
Inverse analysis of material parameters in coupled multi-physics biofilm models
Proper Generalized Decomposition computational methods on a benchmark problem: introducing a new strategy based on Constitutive Relation Error minimization
Application of machine learning procedures for mechanical system modelling: capabilities and caveats to prediction-accuracy
Thermodynamic properties of muscle contraction models and associated discrete-time principles
Best theory diagrams for multilayered structures via shell finite elements
Constrained multi-fidelity surrogate framework using Bayesian optimization with non-intrusive reduced-order basis
Parametric models analysed with linear maps
Fully convolutional networks for structural health monitoring through multivariate time series classification
Toward a 3D coupled atomistic and discrete dislocation dynamics simulation: dislocation core structures and Peierls stresses with several character angles in FCC aluminum
Separated representations of 3D elastic solutions in shell geometries
Reduced-order modelling of parametric systems via interpolation of heterogeneous surrogates
Empowering engineering with data, machine learning and artificial intelligence: a short introductive review
Particle interspacing effects on the mechanical behavior of a Fe-TiB 2 metal matrix composite using FFT-based mesoscopic field dislocation mechanics
Deterministic and statistical calibration of constitutive models from full-field data with parametric physics-informed neural networks
A posteriori error estimation for model order reduction of parametric systems
Editorial - Advanced modeling and simulation in engineering sciences
Separation of particles in non-Newtonian fluids flowing in T-shaped microchannels
On the multi-scale description of electrical conducting suspensions involving perfectly dispersed rods
Improved accuracy of continuum surface flux models for metal additive manufacturing melt pool simulations
Compressible flow simulation with moving geometries using the Brinkman penalization in high-order Discontinuous Galerkin
Performance evaluation of vehicle front structure in crash energy management using lumped mass spring system
FE r method with surrogate localization model for hyperelastic composite materials
Full thermo-mechanical coupling using eXtended finite element method in quasi-transient crack propagation
Discovering non-associated pressure-sensitive plasticity models with EUCLID
Robust model reduction by L 1 -norm minimization and approximation via dictionaries: application to nonlinear hyperbolic problems
Enhancing CFD predictions in shape design problems by model and parameter space reduction
A benchmark example for delamination growth predictions based on the Single Leg Bending specimen under fatigue loading
The Pseudo-Direct Numerical Simulation Method considered as a Reduced Order Model
Extrapolation of cavitation and hydrodynamic pressure in lubricated contacts: a physics-informed neural network approach
Bayesian stochastic multi-scale analysis via energy considerations
Non-intrusive proper generalized decomposition involving space and parameters: application to the mechanical modeling of 3D woven fabrics
A new mortar formulation for modeling elastomer bedded structures with modal-analysis in 3D
Prediction and parametric assessment of soil one-dimensional vertical free swelling potential using ensemble machine learning models
Measurement of 1-10 Hz 3D vibration modes with a CT-scanner
Real-world application of a discrete feedback control system for flexible biogas production
Quadratic unconstrained binary optimization for environmental control system equipment design and assessment
A posteriori error analysis of stabilised FEM for degenerate convex minimisation problems under weak regularity assumptions
Enriched homogenized model for viscoelastic plane wave propagation in periodic layered composites
Goal oriented error estimation in multi-scale shell element finite element problems
A segregated reduced-order model of a pressure-based solver for turbulent compressible flows
A hybrid interface preconditioner for monolithic fluid-structure interaction solvers
A non-invasive node-based form finding approach with discretization-independent target configuration
Reduced-order modeling for stochastic large-scale and time-dependent flow problems using deep spatial and temporal convolutional autoencoders
A "data-driven uncertainty" computational method to model and predict instabilities of a frictional system
Damage model for simulating cohesive fracture behavior of multi-phase composite materials
Geometry aware physics informed neural network surrogate for solving Navier-Stokes equation (GAPINN)
Error estimation and adaptivity for PGD based on complementary solutions applied to a simple 1D problem
Meta-modeling of a simulation chain for urban air quality
Asymptotically consistent and computationally efficient modeling of short-ranged molecular interactions between curved slender fibers undergoing large 3D deformations
A review of some geometric integrators
Scalable block preconditioners for saturated thermo-hydro-mechanics problems
Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators
A hybrid RNN-GPOD surrogate model for real-time settlement predictions in mechanised tunnelling
Real time simulation for computational surgery: a review
On the sensitivity of the POD technique for a parameterized quasi-nonlinear parabolic equation
A hierarchical non-intrusive algorithm for the generalized finite element method
A physics-based neural network for flight dynamics modelling and simulation
Theoretical investigations and methodology for modeling and direct simulation of electrochemical pulse plating in the diffusion boundary layer
Correction to: Microstructure homogenization: human vs. machine
Deep convolutional architectures for extrapolative forecasts in time-dependent flow problems
Numerical study of the square-root conformation tensor formulation for confined and free-surface viscoelastic fluid flows
Inverse identification of the hardening behavior with a fully 3D virtual fields method
Experimental characterization and constitutive modeling of the non-linear stress-strain behavior of unidirectional carbon-epoxy under high strain rate loading
Projection-based reduced order model and hyper-reduction of linear sloshing with geometric parameters using isogeometric analysis
An SPH framework for fluid-solid and contact interaction problems including thermo-mechanical coupling and reversible phase transitions
An unstructured immersed finite element method for nonlinear solid mechanics
Erratum to: Weakly periodic boundary conditions for the homogenization of flow in porous media
Parasitic resistance as a predictor of faulty anodes in electro galvanizing: a comparison of machine learning, physical and hybrid models
A Lagrangian-Eulerian procedure for the coupled solution of the Navier-Stokes and shallow water equations for landslide-generated waves
Magneto-thermally coupled field simulation of homogenized foil winding models
Numerical investigation of dynamic brittle fracture via gradient damage models
Reduced order modeling for transient simulation of power systems using trajectory piece-wise linear approximation
Multilevel preconditioners for embedded enriched partition of unity approximations
Efficient structural reliability analysis by using a PGD model in an adaptive importance sampling schema
Coupled domain decomposition-proper orthogonal decomposition methods for the simulation of quasi-brittle fracture processes
Computational method for solving weakly singular Fredholm integral equations of the second kind using an advanced barycentric Lagrange interpolation formula
Investigation of pollutants formation in a diesel engine using numerical simulation
Accelerated construction of projection-based reduced-order models via incremental approaches
A strategy with reduced models dedicated to parametrized nonlinear strongly coupled thermo-poroelasticity problems
A simple yet consistent constitutive law and mortar-based layer coupling schemes for thermomechanical macroscale simulations of metal additive manufacturing processes
A deformation-dependent coupled Lagrangian/semi-Lagrangian meshfree hydromechanical formulation for landslide modeling
Coupling reduced-order blood flow and cardiac models through energy-consistent strategies: modeling and discretization
On the effect of the contact surface definition in the Cartesian grid finite element method
Three-dimensional finite element modeling of ductile crack initiation and propagation
Multiscale analysis of complex aeronautical structures using robust non-intrusive coupling
Parameter identification of two-time-scale nonlinear transient models
An efficient quasi-optimal space-time PGD application to frictional contact mechanics
POD-Galerkin reduced order models and physics-informed neural networks for solving inverse problems for the Navier-Stokes equations
Finite cell method for functionally graded materials based on V-models and homogenized microstructures
Experiment-simulation synergy on multiscale breakup dynamics in wire arc spray atomization
Microstructure homogenization: human vs machine
A new boundary element algorithm for modeling and simulation of nonlinear thermal stresses in micropolar FGA composites with temperature-dependent properties
Efficient and accurate numerical quadrature for immersed boundary methods
An updated Gappy-POD to capture non-parameterized geometrical variation in fluid dynamics problems
Correction to: Reduced integration schemes in micromorphic computational homogenization of elastomeric mechanical metamaterials
Phase-inherent linear visco-elasticity model for infinitesimal deformations in the multiphase-field context
Non-invasive global-local coupling as a Schwarz domain decomposition method: acceleration and generalization
A minimally-intrusive fully 3D separated plate formulation in computational structural mechanics
CutIGA with basis function removal
PEBL-ROM: Projection-error based local reduced-order models
Numerical modelling of the process chain for aluminium Tailored Heat-Treated Profiles
A nonparametric probabilistic method to enhance PGD solutions with data-driven approach, application to the automated tape placement process
Greedy maximin distance sampling based model order reduction of prestressed and parametrized abdominal aortic aneurysms
Dimension independent data sets approximation and applications to classification
A consistent diffuse-interface model for two-phase flow problems with rapid evaporation
Introducing the Logarithmic finite element method: a geometrically exact planar Bernoulli beam element
An isogeometric b-rep mortar-based mapping method for non-matching grids in fluid-structure interaction
One-way coupled fluid-beam interaction: capturing the effect of embedded slender bodies on global fluid flow and vice versa
Explicit Verlet time-integration for a Nitsche-based approximation of elastodynamic contact problems
A semi-analytical coupled simulation approach for induction heating
An extension of assumed stress finite elements to a general hyperelastic framework
Estimation of the validity domain of hyper-reduction approximations in generalized standard elastoviscoplasticity
Model order reduction assisted by deep neural networks (ROM-net)
An energy-based study of the embedded element method for explicit dynamics
Modeling of cylindrical composite shell structures based on the Reissner's Mixed Variational Theorem with a variable separation method
First order explicit time integration scheme with large time steps for parabolic problems using irregular grids
Structure-preserving learning for multi-symplectic PDEs
Numerical simulation of the experimental behavior of RC beams at elevated temperatures
Benchmark cases for robust explicit time integrators in non-smooth transient dynamics
A multiscale model of terrain dynamics for real-time earthmoving simulation
Spline-based specimen shape optimization for robust material model calibration
A specialised finite element for simulating self-healing quasi-brittle materials
A robust algorithm for implicit description of immersed geometries within a background mesh
Space-time adaptive hierarchical model reduction for parabolic equations
An upwind least square formulation for free surfaces calculation of viscoplastic steady-state metal forming problems
A firefly algorithm based hybrid method for structural topology optimization
Data-driven non-intrusive reduced order modelling of selective laser melting additive manufacturing process using proper orthogonal decomposition and convolutional autoencoder
Reduced yield stress for zirconium exposed to iodine: reactive force field simulation
Advancing deformation calculation: a physics-informed deep graph learning framework for hyperelastic materials
An improved quadrilateral shell element based on the Hu-Washizu functional
Correction to: Comparison between thick level set (TLS) and cohesive zone models
Compatible interface wave-structure interaction model for combining mesh-free particle and finite element methods
3D B-Rep meshing for real-time data-based geometric parametric analysis
Domain decomposition involving subdomain separable space representations for solving parametric problems in complex geometries
Efficient solvers for time-dependent problems: a review of IMEX, LATIN, PARAEXP and PARAREAL algorithms for heat-type problems with potential use of approximate exponential integrators and reduced-order models
Augmented DIC and FE analyses: a two-field approach to damage localization
On the variationally consistent computational homogenization of elasticity in the incompressible limit
On the strain energy decomposition in phase field brittle fracture: established models and novel cleavage plane-based techniques
Treatment of nearly-singular problems with the X-FEM
A nonintrusive reduced order model for nonlinear transient thermal problems with nonparametrized variability
Real-time data assimilation and control on mechanical systems under uncertainties
Some comparisons and analyses of time or space discontinuous Galerkin methods applied to elastic wave propagation in anisotropic and heterogeneous media
Physics-informed neural networks approach for 1D and 2D Gray-Scott systems
Enhanced features of a constitutive equation gap identification method for heterogeneous elastoplastic behaviours
Cut Bogner-Fox-Schmit elements for plates
High order cut finite element methods for the Stokes problem
Application of graph neural networks to predict explosion-induced transient flow
Enhanced parametric shape descriptions in PGD-based space separated representations
Large scale random fields generation using localized Karhunen-Loève expansion
CARPIUC benchmark overview: crack advance, reorientation, propagation and initiation under complex loadings
A cut finite element method for spatially resolved energy metabolism models in complex neuro-cell morphologies with minimal remeshing
Application of artificial neural networks for the prediction of interface mechanics: a study on grain boundary constitutive behavior
Evaluation of shear and membrane locking in refined hierarchical shell finite elements for laminated structures
Peridynamic numerical investigation of asymmetric strain-controlled fatigue behaviour using the kinetic theory of fracture
Computational homogenization of transient chemo-mechanical processes based on a variational minimization principle
Optimal trajectory planning combining model-based and data-driven hybrid approaches
Massively parallel phase field fracture simulations on supercomputers: towards multi-billion degree-of-freedom computations
On the flow conditions requiring detailed geometric modeling for multiscale evaluation of coastal forests
A methodology to assess and improve the physics consistency of an artificial neural network regression model for engineering applications
Reduced order modeling of blood perfusion in parametric multipatch liver lobules
Effect of the separated approximation of input data in the accuracy of the resulting PGD solution
Meshgraphnets informed locally by thermodynamics for the simulation of flows around arbitrarily shaped objects
An error estimator for real-time simulators based on model order reduction
Isogeometric analysis-based reduced order modelling for incompressible linear viscous flows in parametrized shapes
GPU-friendly data structures for real time simulation
Statistical analysis of the interaction between irradiation-induced defects and triple junctions
Shock compression modeling of metallic single crystals: comparison of finite difference, steady wave, and analytical solutions
Response estimation and system identification of dynamical systems via physics-informed neural networks
A micromechanics-based interface mesomodel for virtual testing of laminated composites
Dynamic data-driven model reduction: adapting reduced models from incomplete data
A mixed-dimensional CutFEM methodology for the simulation of fibre-reinforced composites
On the construction of approximation space to model discontinuities and cracks with linear and quadratic extended finite elements
Microstructure evolution in deformed polycrystals predicted by a diffuse interface Cosserat approach
A continuum model for slip transfer at grain boundaries
Metamodeling techniques for CPU-intensive simulation-based design optimization: a survey
A thermo-elastoplastic self-consistent homogenization method for inter-granular plasticity with application to thermal ratcheting of TATB