GitHub

Non-linear Schrodinger Equation Solver(NLS)

Package to solve non-linear Schrodinger equation written with Fortran 95 and Python 2. NLS is scientific package that provides ability to solve effeffectively non-linear schrodinger equation with ...
IEEE

Learning Graph Dynamics With External Contact for Deformable Linear Objects Shape Control

Abstract: This letter focuses on the shape control manipulation of deformable linear objects (DLO) with a dual-arm robotic system. One significant challenge of DLO shape control is the underactuated ...
Nature

Plasticity in the intrinsic excitability of cortical pyramidal neurons

During learning and development, the level of synaptic input received by cortical neurons may change dramatically. Given a limited range of possible firing rates, how do neurons maintain ...
IEEE

Solving Combined Field Integral Equations With Physics-Informed Graph Residual Learning for EM Scattering of 3-D PEC Targets

Abstract: In this study, physics-informed graph residual learning (PhiGRL) is proposed as an effective and robust deep learning (DL)-based approach for 3-D electromagnetic (EM) modeling. Extended from ...
GitHub

GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.

GCA-ROM requires pytorch, pyg, matplotlib, scipy and h5py. They can be easily installed via pip or conda. In the notebook folder, one can find the *.ipynb files ...
Nature

How to submit

Owing to the volume of manuscripts we receive, all submissions need to be made via our online submission system. Using this system, authors can upload manuscript files (text, figures, videos) directly ...