OOIR: Observatory of International Research

Papers

(The H4-Index of Advances in Water Resources is 29. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
U-FNO—An enhanced Fourier neural operator-based deep-learning model for multiphase flow	137
Contact angle measurement for hydrogen/brine/sandstone system using captive-bubble method relevant for underground hydrogen storage	130
A comparative study for H2	69
Pore-scale dynamics for underground porous media hydrogen storage	68
Verification benchmarks for single-phase flow in three-dimensional fractured porous media	66
Urban pluvial flooding prediction by machine learning approaches – a case study of Shenzhen city, China	64
A corrected cubic law for single-phase laminar flow through rough-walled fractures	63
DeePore: A deep learning workflow for rapid and comprehensive characterization of porous materials	58
Multivariate remotely sensed and in-situ data assimilation for enhancing community WRF-Hydro model forecasting	54
Extreme Precipitation in China: A Review on Statistical Methods and Applications	48
Microfluidics-based analysis of dynamic contact angles relevant for underground hydrogen storage	47
CO2 geological sequestration in multiscale heterogeneous aquifers: Effects of heterogeneity, connectivity, impurity, and hysteresis	43
Improved pore network models to simulate single-phase flow in porous media by coupling with lattice Boltzmann method	43
Non-intrusive reduced order modeling of natural convection in porous media using convolutional autoencoders: Comparison with linear subspace techniques	43
Deep residual U-net convolution neural networks with autoregressive strategy for fluid flow predictions in large-scale geosystems	41
CCSNet: A deep learning modeling suite for CO2storage	39
A fractal model for the electrical conductivity of water-saturated porous media during mineral precipitation-dissolution processes	38
Pore-scale imaging with measurement of relative permeability and capillary pressure on the same reservoir sandstone sample under water-wet and mixed-wet conditions	37
Discontinuous and continuous Galerkin methods for compressible single-phase and two-phase flow in fractured porous media	36
Multidimensional simulation of PFAS transport and leaching in the vadose zone: Impact of surfactant-induced flow and subsurface heterogeneities	35
Simulating water and heat transport with freezing and cryosuction in unsaturated soil: Comparing an empirical, semi-empirical and physically-based approach	34
Experimental and numerical model studies on flash flood inundation processes over a typical urban street	34
Image-based modeling of spontaneous imbibition in porous media by a dynamic pore network model	33
The potential of data driven approaches for quantifying hydrological extremes	31
A new dataset of global irrigation areas from 2001 to 2015	31

Coupled model for water, vapour, heat, stress and strain fields in variably saturated freezing soils	31
Differential orographic impact on sub-hourly, hourly, and daily extreme precipitation	30
Three decades of depth-dependent groundwater response to climate variability and human regime in the transboundary Indus-Ganges-Brahmaputra-Meghna mega river basin aquifers	30
The role of the spatial heterogeneity and correlation length of surface wettability on two-phase flow in a CO2-water-rock system	29
Experimental study of the temperature effect on two-phase flow properties in highly permeable porous media: Application to the remediation of dense non-aqueous phase liquids (DNAPLs) in polluted soil	29