OOIR: Observatory of International Research

Papers

(The H4-Index of Philosophical Transactions of the Royal Society A-Mathematical Physica is 34. 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 2020-10-01 to 2024-10-01.)

Article	Citations
Time-series forecasting with deep learning: a survey	591
Physics-informed machine learning: case studies for weather and climate modelling	216
Can deep learning beat numerical weather prediction?	188
Industrial applications of digital twins	149
Cold atoms meet lattice gauge theory	92
Challenges and outlook for convection-permitting climate modelling	84
What’s down there? The structures, materials and environment of deep-seated slow slip and tremor	82
Double-cone ignition scheme for inertial confinement fusion	80
Deep learning for post-processing ensemble weather forecasts	79
Learning earth system models from observations: machine learning or data assimilation?	75
Combining data assimilation and machine learning to infer unresolved scale parametrization	72
An assessment of phase field fracture: crack initiation and growth	71
Resolution and uncertainties in estimates of earthquake stress drop and energy release	70
Towards advancing scientific knowledge of climate change impacts on short-duration rainfall extremes	69
Opportunities and challenges for machine learning in weather and climate modelling: hard, medium and soft AI	65
Sensitivity of organized convective storms to model grid spacing in current and future climates	63
Atmospheric methane removal: a research agenda	58
How necessary and feasible are reductions of methane emissions from livestock to support stringent temperature goals?	58
Intensification of short-duration rainfall extremes and implications for flood risk: current state of the art and future directions	58
Global drought trends and future projections	57
A review on the theory of stable dendritic growth	55
Incorporating climate change in flood estimation guidance	53
Quantum simulation of lattice gauge theories in more than one space dimension—requirements, challenges and methods	53
Uncertainty quantification in classical molecular dynamics	52
Super-resolution microscopy: a brief history and new avenues	49

Understanding the structural diversity of chitins as a versatile biomaterial	45
Toughening materials: enhancing resistance to fracture	43
Methane removal and the proportional reductions in surface temperature and ozone	42
Artificial intelligence explainability: the technical and ethical dimensions	39
Quantum annealing: an overview	38
The interiors of Uranus and Neptune: current understanding and open questions	37
Modern perspectives on near-equilibrium analysis of Turing systems	37
Scaling and responses of extreme hourly precipitation in three climate experiments with a convection-permitting model	36
The cosmological constant problem and running vacuum in the expanding universe	35
Data-driven prediction in dynamical systems: recent developments	34