Sep 2026· Zenodo (CERN European Organization for Nuclear Research)· 2 citations
Abstract
Python analysis code and stochastic storm transposition (SST) rainfall data accompanying the study "Flood Exposure and Structure Damage under Deterministic Design-Storm and Stochastic Storm Transposition Rainfall Scenarios: A Case Study in South Louisiana, USA", accepted for publication in Natural Hazards and Earth System Sciences (NHESS). The study compares flood exposure and structure damage under NOAA Atlas 14 and SST rainfall scenarios in the Vermilion River Basin, Louisiana. The archive contains the analysis scripts, Python dependency list, 50 SST rainfall realizations, and associated diagnostics. Analyses cover inundation-depth distributions, structure damage, SST-exclusive exposure, spatial density, and Height Above Nearest Drainage (HAND). The code and associated software documentation are licensed under MIT; the SST rainfall realizations, diagnostics, and configuration files are licensed under CC BY 4.0. The companion study video is provided as a separate research output. Credits: Mohamed ElSaadani wrote the analysis code and created all materials included in this archive.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
It is proved that any global minimizer of the trajectory balance objective can define a policy that samples exactly from the target distribution, and empirically demonstrate the benefits of the trajectories balance objective for GFlowNet convergence, diversity of generated samples, and robustness to long action sequenc...
Esmeralda S. Whitammer, Moksh Jain, Emmanuel Bengio et al.· Neural Information Processin...· 302 citations· ⚡60
A machine-learning approach called CheMeleon provides a practical way to develop new drugs or other molecules with much less detailed, expensive experimentation.