657 citations
- Eindhoven University of TechnologyNL16 papers
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35 papers
Nonlinear Model Reduction of Complex Networks via Spectral Submanifolds
Kaviya Bhaskaran, Shobhit Jain, Mingwu Li
Complex networked systems are prevalent in biology, engineering, and the social sciences, yet their high-dimensional, nonlinear dynamics pose major challenges for analysis and pred…
Predicting the Thermal Conductivity Collapse in SWCNT Bundles: The Interplay of Symmetry Breaking and Scattering Revealed by Machine-Learning-Driven Quantum Transport
Feng Tao, Xiaoliang Zhang, Dawei Tang +2
We combine machine learning (ML)-based neuroevolution potentials (NEP) with anharmonic lattice dynamics and the Boltzmann transport equation (ALD-BTE) to achieve a quantitative and…
Topology optimization of nonlinear forced response curves via reduction on spectral submanifolds
Hongming Liang, Matteo Pozzi, Jacopo Marconi +2
Forced response curves (FRCs) of nonlinear systems can exhibit complex behaviors, including hardening/softening behavior and bifurcations. Although topology optimization holds grea…
On the critical role of martensite hardening behavior in the paradox of local and global ductility in dual-phase steels
V. Rezazadeh, R. H. J. Peerlings, J. P. M. Hoefnagels +1
Experimental findings in the literature reveal that DP steels with identical strength and composition, but different microstructures, exhibit inconsistent trends under either necki…
Role of inter-fibre bonds and their influence on sheet scale behaviour of paper fibre networks
P. Samantray, R. H. J. Peerlings, T. J. Massart +2
In fibrous paper materials, an exposure to a variation in moisture content causes changes in the geometrical and mechanical properties. Such changes are strongly affected by the in…
Diffusion dominated evaporation in multicomponent lattice Boltzmann simulations
Dennis Hessling, Qingguang Xie, Jens Harting
We present a diffusion dominated evaporation model using the popular pseudopotential multicomponent lattice Boltzmann method introduced by Shan and Chen. With an analytical computa…