Results 11 to 20 of about 3,809,966 (324)
Deep learning in computational mechanics: a review
Computational MechanicsThe rapid growth of deep learning research, including within the field of computational mechanics, has resulted in an extensive and diverse body of literature.
L. Herrmann, Stefan Kollmannsberger
semanticscholar +3 more sources
Recurrent Neural Networks (RNNs) with dimensionality reduction and break down in computational mechanics; application to multi-scale localization step [PDF]
Computer Methods in Applied Mechanics and Engineering, 2021 Artificial Neural Networks (NNWs) are appealing functions to substitute high dimensional and non-linear history-dependent problems in computational mechanics since they offer the possibility to drastically reduce the computational time.
Ling Wu, L. Noels
semanticscholar +1 more source
Model-Free Data-Driven Inference in Computational Mechanics [PDF]
Computer Methods in Applied Mechanics and Engineering, 2022 We extend the model-free Data-Driven computing paradigm to solids and structures that are stochastic due to intrinsic randomness in the material behavior.
E. Prume, S. Reese, M. Ortiz
semanticscholar +1 more source
Advanced Modeling and Simulation in Engineering Sciences, 2022 Calibration or parameter identification is used with computational mechanics models related to observed data of the modeled process to find model parameters such that good similarity between model prediction and observation is achieved.
Harald Willmann +3 more
doaj +1 more source
Mechanical computation in neurons [PDF]
Developmental Neurobiology, 2009 AbstractGrowth cones are the main motile structures located at the tip of neurites and are composed of a lamellipodium from which thin filopodia emerge. In this article, we analyzed the kinetics and dynamics of growth cones with the aim to understand two major issues: first, the strategy used by filopodia and lamellipodia during their exploration and ...
LAISHRAM J +3 more
openaire +3 more sources
A tensorial approach to computational continuum mechanics using object-oriented techniques
Computers in Physics, 1998 H. Weller, G. Tabor, H. Jasak, C. Fureby
semanticscholar +3 more sources
Advanced Modeling and Simulation in Engineering Sciences, 2021 The elasto-plastic material behavior, material strength and failure modes of metals fabricated by additive manufacturing technologies are significantly determined by the underlying process-specific microstructure evolution.
Jonas Nitzler +4 more
doaj +1 more source
Transient Dynamical-Thermal-Optical System Modeling and Simulation [PDF]
EPJ Web of Conferences, 2020 In this work, methods and procedures are investigated for the holistic simulation of the dynamicalthermal behavior of high-performance optics like lithography objectives.
Hahn Luzia, Eberhard Peter
doaj +1 more source
Transient optical simulation by coupling elastic multibody systems, finite elements, and ray tracing
Journal of the European Optical Society-Rapid Publications, 2023 Transient dynamical–thermoelastic–optical system simulation is an important expansion of classical ray tracing through rigid, resting lenses because the operating performance of high-precision optical systems can be influenced by dynamical excitations or
Hahn Luzia +2 more
doaj +1 more source
Archives of Computational Methods in Engineering, 2022 The complexity of many problems in computational mechanics calls for reliable programming codes and accurate simulation systems. Typically, simulation responses strongly depend on material and model parameters, where one distinguishes between backward ...
N. Noii +6 more
semanticscholar +1 more source