Preprints
Filtering by Subject: Numerical Analysis and Scientific Computing
Wave-Driven Sliding, Ratcheting, and Overturning of Coral Transplant Units: An Idealized Nonsmooth Contact Model
Published: 2026-10-11
Subjects: Environmental Monitoring, Marine Biology, Numerical Analysis and Computation, Numerical Analysis and Scientific Computing, Oceanography, Systems Biology
Coral transplantation attaches fragments to a structure placed on the seabed, and that structure must stay put long enough for the fragments to fuse to it. We examine that requirement with an idealized model in which a transplant unit is a planar rigid body on a rigid bed under two unilateral frictional contacts, loaded through a Morison description of near-bed wave kinematics and integrated by a [...]
Hidden periodicity in LiDAR point-count rasters
Published: 2026-09-26
Subjects: Computer Sciences, Earth Sciences, Geophysics and Seismology, Numerical Analysis and Scientific Computing, Other Earth Sciences, Physical Sciences and Mathematics
LiDAR point-count rasters can contain regular stripes that are not present in the surveyed scene. They arise when the fixed step on which LAS files store coordinates, often 1 cm, interacts with the grid used to count points. We identify three mechanisms, grid mismatch, floating-point boundary rounding and uneven filling of stored positions, predict where each pattern appears and how strong it is, [...]
Leveraging Ocean Data and Models: Building the Data Infrastructure, Workforce, and Modeling Capacity to Synthesize Earth’s Ocean Observations
Published: 2026-09-25
Subjects: Artificial Intelligence and Robotics, Atmospheric Sciences, Biogeochemistry, Climate, Computer Sciences, Databases and Information Systems, Earth Sciences, Environmental Sciences, Fresh Water Studies, Geology, Hydrology, Meteorology, Numerical Analysis and Scientific Computing, Oceanography, Other Earth Sciences, Other Oceanography and Atmospheric Sciences and Meteorology
NASA’s aquatic and marine research enterprise within the overarching NASA Biosphere Program is entering an era of unprecedented data abundance. MODIS and the Plankton, Aerosol, Cloud, ocean Ecosystem (PACE) mission already generate ocean color data at rates that strain legacy processing and archiving workflows, and forthcoming missions will add further volume and complexity. These satellite [...]
Hydrogeochemical Vectoring to Concealed Porphyry Copper Systems Using Unsupervised Machine Learning: A Case Study from Central British Columbia, Canada
Published: 2026-09-23
Subjects: Geochemistry, Geology, Numerical Analysis and Scientific Computing
Environments with thick cover present a challenge to surficial exploration efforts the Canadian Cordillera has extensive Quaternary glacial till and sediment cover, making it difficult to find hidden ore bodies. An alternative is using hydrogeochemistry as an exploration tool, to detect anomalies associated with mineralization. This study demonstrates the hydrogeochemical vectoring to [...]
MilAMin in the browser: a million unknowns a minute in TypeScript and WebAssembly
Published: 2026-09-22
Subjects: Geophysics and Seismology, Numerical Analysis and Scientific Computing, Tectonics and Structure
In 2008 MILAMIN showed that a finite element code written in native MATLAB, a language then held to be too slow for large problems, could set up, solve and post-process one million unknowns per minute on a desktop, provided every stage of the pipeline gets equal care. This note brings the same pipeline to the web browser: Triangle meshing, 7-node Crouzeix-Raviart elements, supernodal Cholesky [...]
Beyond Hard-to-Abate: Matching Models to Transition Bottlenecks
Published: 2026-09-08
Subjects: Chemical Engineering, Computational Engineering, Numerical Analysis and Scientific Computing, Oil, Gas, and Energy
In energy-intensive industry, the difficulty of decarbonising is not a uniform property of the emissions involved but a property of the pathway, conditional on identifiable bottlenecks at three interlocking levels. At the process level, heterogeneous products and coupled processes multiply the low-carbon option space. At the firm level, financing premiums and coordination failures across the [...]
Cloud-Free Imaging Probability Forecasting for Optical Earth-Observation Tasking over Yerevan, Armenia
Published: 2026-07-17
Subjects: Artificial Intelligence and Robotics, Atmospheric Sciences, Environmental Monitoring, Numerical Analysis and Scientific Computing, Remote Sensing
Optical Earth-observation satellites such as Sentinel-2 cannot see through cloud, so a tasking attempt over a cloudy target wastes a limited imaging window along with onboard power and downlink bandwidth. We study whether next-day cloud conditions over Yerevan, Armenia can be forecast accurately enough to automate the binary Go/No-Go tasking decision. Daily cloud-free fractions are derived from [...]
A Reproducible Framework for the Compressibility of Truncated Spherical-harmonic Planetary Potential-field Models
Published: 2026-07-09
Subjects: Geophysics and Seismology, Numerical Analysis and Computation, Numerical Analysis and Scientific Computing, Planetary Geophysics and Seismology
For a planetary potential field whose degree-variance spectrum decays as a convergent power law σ²_ℓ ∼ ℓ^−α (α > 1), a single measured exponent simultaneously fixes three classically distinct rates: the truncation-error decay rate, the Sobolev smoothness index, and the Kolmogorov n-width rate. Spherical-harmonic degree truncation is the standard yet inherently lossy way to compress such [...]
Bitwise Reproducibility as an Incomplete Correctness Signal: A Structural Audit for Parallel Spectral GCMs
Published: 2026-07-05
Subjects: Atmospheric Sciences, Numerical Analysis and Scientific Computing
Bitwise reproducibility of an OpenMP-parallelized scientific code is usually verified by checksum comparison on a short run—an inductive leap that carries no guarantee at longer integration lengths. We study it instead as a deductive and diagnostic property of the source text, taking a legacy spectral atmospheric general circulation model, whose time step is a reduction over a partitioned [...]
Implicit-tuning signal quantified through a tri-experiment design in a legacy spectral GCM
Published: 2026-06-14
Subjects: Atmospheric Sciences, Climate, Numerical Analysis and Scientific Computing
We quantify the climate response of the MGO atmospheric general circulation model (MGO-03 T42L25) to two alternative implementations of a structural fix in the vertical-exchange parameterization. A companion parallelization study (under review) identifies an unintended inter-latitude state leakage through SAVE-persistent working arrays in the boundary-layer scheme. Here we contrast the legacy [...]
A Fibonacci-Like Propagation Graph for Infiltration and Internal Erosion in Heterogeneous Layered Soils
Published: 2026-06-06
Subjects: Geotechnical Engineering, Hydrology, Numerical Analysis and Scientific Computing, Soil Science
Infiltration and internal erosion in heterogeneous layered soils involve coupled flow, pressure build-up, and material degradation across preferential subsurface pathways. High-fidelity Richards-type simulators are physically detailed but can be too expensive for rapid scenario screening and Monte Carlo uncertainty propagation when hydraulic parameters are poorly constrained. We introduce a [...]
A benchmark deep learning dataset for the classification of supraglacial lake drainage mechanism across the central-west Greenland Ice Sheet
Published: 2026-05-29
Subjects: Artificial Intelligence and Robotics, Earth Sciences, Glaciology, Numerical Analysis and Scientific Computing, Physical Sciences and Mathematics
Supraglacial lakes on the Greenland Ice Sheet drain through physically distinct pathways: hydrofracture, moulins, lateral stream routing, and crevasse-fields. Each drainage mechanism carries unique implications for ice sheet dynamics. Existing automated classifications reduce each lake's drainage behavior to a time-series of scalar values representing the observed water surface-area and classify [...]
Inverse computational morphology of debris and alluvial fans
Published: 2026-04-09
Subjects: Geographic Information Sciences, Geomorphology, Hydraulic Engineering, Hydrology, Numerical Analysis and Scientific Computing
In mountain areas, debris flows and fluvial transport often build up conical deposits at the confluence between steep tributaries and trunk rivers. The resulting debris and alluvial fans typically exhibit a well-defined relationship between slope or elevation and the distance from the fan apex. This relationship, however, becomes more difficult to characterize when fans are constrained by the [...]
Injecting vegetation-based spatialization in the hydrogeological framework for erosion modelling
Published: 2026-03-31
Subjects: Applied Statistics, Biodiversity, Computer Sciences, Earth Sciences, Geomorphology, Numerical Analysis and Scientific Computing
Erosion processes and landslide are widespread across Italy and frequently cause significant damage to people, infrastructure, and ecosystems. These processes are primarily triggered by rainfall events, whose impact depends on multiple interacting factors, including geomorphology, soil properties, land use, and vegetation. Among these, vegetation plays an essential role in regulating hillslope [...]
Frictional weakening in the highly mobile 2025 Blatten (Switzerland) rock–ice avalanche
Published: 2026-03-17
Subjects: Artificial Intelligence and Robotics, Dynamics and Dynamical Systems, Geomorphology, Geophysics and Seismology, Geotechnical Engineering, Multivariate Analysis, Numerical Analysis and Computation, Numerical Analysis and Scientific Computing, Planetary Geomorphology, Planetary Geophysics and Seismology, Risk Analysis
Cascading slope failures in alpine environments are intensifying as glaciers retreat and slope stability adjusts to a warming climate. Yet, the mechanisms governing such large, rapidly evolving events remain poorly understood. The 28 May 2025 rock–ice avalanche from Birch Glacier, Switzerland ($\approx9.3\times10^{6}~\mathrm{m^3}$), which devastated part of the village of Blatten, provides a [...]