output
20142022
most citedDistinguishing cause from effect using observational data: methods and benchmarks

317 citations

6 papers

math.NA2022

Estimating Discretization Error with Preset Orders of Accuracy and Fractional Refinement Ratios

Sharp Chim Yui Lo

Verification of solutions is crucial for establishing the reliability of simulations. A central challenge is to find an accurate and reliable estimate of the discretization error.…

astro-ph.IM2018★ 24 cited

First observations of speed of light tracks by a fluorescence detector looking down on the atmosphere

G. Abdellaoui, S. Abe, J. H. Adams +311

EUSO-Balloon is a pathfinder mission for the Extreme Universe Space Observatory onboard the Japanese Experiment Module (JEM-EUSO). It was launched on the moonless night of the 25$^…

astro-ph.SR2018★ 67 cited

Revised historical solar irradiance forcing

T. Egorova, W. Schmutz, E. Rozanov +5

Context. There is no consensus on the amplitude of the historical solar forcing. The estimated magnitude of the total solar irradiance difference between Maunder minimum and presen…

physics.ao-ph2016★ 52 cited

High solar cycle spectral variations inconsistent with stratospheric ozone observations

W. T. Ball, J. D. Haigh, E. V. Rozanov +5

Some of the natural variability in climate is understood to come from changes in the Sun. A key route whereby the Sun may influence surface climate is initiated in the tropical str…

physics.ao-ph2015★ 32 cited

Comparison of thermodynamics solvers in the polythermal ice sheet model SICOPOLIS

Ralf Greve, Heinz Blatter

In order to model the thermal structure of polythermal ice sheets accurately, energy-conserving schemes and correct tracking of the cold-temperate transition surface (CTS) are nece…

cs.LG2014★ 317 cited

Distinguishing cause from effect using observational data: methods and benchmarks

Joris M. Mooij, Jonas Peters, Dominik Janzing +2

The discovery of causal relationships from purely observational data is a fundamental problem in science. The most elementary form of such a causal discovery problem is to decide w…