OOIR: Observatory of International Research

Papers

(The H4-Index of Philosophical Transactions of the Royal Society A-Mathematical Physica is 37. 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 2020-04-01 to 2024-04-01.)

Article	Citations
Time-series forecasting with deep learning: a survey	428
Physics-informed machine learning: case studies for weather and climate modelling	169
Can deep learning beat numerical weather prediction?	143
Industrial applications of digital twins	104
A chronology of global air quality	85
Plastics as a materials system in a circular economy	76
Cold atoms meet lattice gauge theory	75
Double-cone ignition scheme for inertial confinement fusion	71
What’s down there? The structures, materials and environment of deep-seated slow slip and tremor	69
Dynamics of particulate assemblages in metastable liquids: a test of theory with nucleation and growth kinetics	68
Challenges and outlook for convection-permitting climate modelling	66
Advanced materials modelling via fractional calculus: challenges and perspectives	64
Reducing global air pollution: the scope for further policy interventions	63
Effects of ozone on agriculture, forests and grasslands	63
Learning earth system models from observations: machine learning or data assimilation?	62
Deep learning for post-processing ensemble weather forecasts	62
Combining data assimilation and machine learning to infer unresolved scale parametrization	62
An assessment of phase field fracture: crack initiation and growth	58
Resolution and uncertainties in estimates of earthquake stress drop and energy release	55
Towards advancing scientific knowledge of climate change impacts on short-duration rainfall extremes	54
Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI	53
Review of advances in microwave and millimetre-wave NDT&E: principles and applications	52
The shape of dendritic tips	52
Sensitivity of organized convective storms to model grid spacing in current and future climates	51
A review on the theory of stable dendritic growth	47

Quantum simulation of lattice gauge theories in more than one space dimension—requirements, challenges and methods	46
Creation and application of virtual patient cohorts of heart models	46
How necessary and feasible are reductions of methane emissions from livestock to support stringent temperature goals?	46
Intensification of short-duration rainfall extremes and implications for flood risk: current state of the art and future directions	46
Incorporating climate change in flood estimation guidance	45
Uncertainty quantification in classical molecular dynamics	44
Biocatalysis and biomass conversion: enabling a circular economy	43
The effect of density changes on crystallization with a mushy layer	43
Atmospheric methane removal: a research agenda	43
Considering discrepancy when calibrating a mechanistic electrophysiology model	41
Environmental impacts of nitrogen emissions in China and the role of policies in emission reduction	39
Impact of collision models on the physical properties and the stability of lattice Boltzmann methods	37
Airborne particulate matter	37
Learning automata based energy-efficient AI hardware design for IoT applications	37
Patterns in soft and biological matters	37
Biocatalytic recycling of polyethylene terephthalate plastic	37
Understanding the structural diversity of chitins as a versatile biomaterial	37