output
20042025
most citedLearning Disentangled Joint Continuous and Discrete Representations

59 citations

12 papers

physics.flu-dyn2025★ 1 cited

Scaling rules for multiphase flow in vertical Venturis

Meng-Ke Zhan, Cheng-Gang Xie, Jian-Jun Shu

Employing a suitable scaling rule in gas-liquid flow can produce dynamically comparable results, which helps in the development of flow models applicable to a wide range of flow co…

math.SP2022★ 4 cited

A simulation-free seismic survey design by maximizing the spectral gap

Yijun Zhang, Mathias Louboutin, Ali Siahkoohi +3

Due to the tremendous cost of seismic data acquisition, methods have been developed to reduce the amount of data acquired by designing optimal missing trace reconstruction algorith…

physics.flu-dyn2021★ 2 cited

Droplets with circular stagnation lines: combined effects of viscoelastic and inertial forces on drop shapes

A. Emamian M. Norouzi, M. Davoodi

Hydrodynamic problems with stagnation points are of particular importance in fluid mechanics as they allow study and investigation of elongational flows. In this article, the uniax…

cs.LG2021

Unsupervised clustering of series using dynamic programming and neural processes

Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan +2

Following the work of arXiv:2101.09512, we are interested in clustering a given multi-variate series in an unsupervised manner. We would like to segment and cluster the series such…

cs.LG2021

Unsupervised clustering of series using dynamic programming

Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan +2

We are interested in clustering parts of a given single multi-variate series in an unsupervised manner. We would like to segment and cluster the series such that the resulting bloc…

cs.LG2020

Machine learning applied in the multi-scale 3D stress modelling

Xavier Garcia, Adrian Rodriguez-Herrera

This paper proposes a methodology to estimate stress in the subsurface by a hybrid method combining finite element modeling and neural networks. This methodology exploits the idea…