This repository contains the data products, statistical outputs, analysis scripts, plotting scripts, file-verification information, and software-environment records supporting the study “Hemispheric differences in eddy–jet relationships under Arctic and Antarctic sea-ice–SST perturbations.”The study uses large-ensemble PAMIP experiments from HadGEM3-GC31-MM and IPSL-CM6A-LR, with 100 members for each baseline and prescribed polar sea-ice–SST perturbation experiment. The main analyses compare Northern Hemisphere JJA and Southern Hemisphere DJF responses and diagnose approximately 2–8-day transient eddy kinetic energy (EKE), eddy momentum-flux convergence (EMFC), poleward eddy heat flux, jet latitude, storm-track–jet geometry, and the cross-experiment retention of baseline EMFC–jet relationships.The archive includes locked member inventories, SHA-256 verification information, polar boundary-state diagnostics, member-level derived metrics, statistical summary tables, reproducible analysis and figure-generation scripts, and software-environment information used for the final manuscript results. It is intended to support reproducibility of the reported ensemble-mean responses, hemispheric contrasts, sensitivity analyses, cross-experiment regression tests, and short-lag correspondence diagnostics.The original PAMIP model output is publicly available through the Earth System Grid Federation (ESGF) and is therefore not redistributed in this repository. Users should obtain the original HadGEM3-GC31-MM and IPSL-CM6A-LR PAMIP files directly from ESGF when full reconstruction from the raw model output is required.The repository should be cited together with the associated research article when the archived data products or code are reused.
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
The results show that the embedded industry has been able to apply agile methods in its development processes and that the appreciation of the agile methods and their individual practices appears to increase once adopted and applied in practice.
O. Salo, P. Abrahamsson· IET Software· 238 citations· ⚡9
Consequences of happiness and unhappiness that are beneficial and detrimental for developers' mental well-being, the software development process, and the produced artifacts are found.
D. Graziotin, Fabian Fagerholm, Xiaofeng Wang et al.· Journal of Systems and Softw...· 236 citations· ⚡13
The Mobile-D approach is briefly outlined here and the experiences gained from four case studies are discussed, which helped develop an agile development approach for mobile application development.
P. Abrahamsson, Antti Hanhineva, H. Hulkko et al.· Conference on Object-Oriente...· 225 citations· ⚡18
AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.
A path, a fence, a knot. MindTopo sets a new benchmark for testing how AI understands topological relationships and highlights new opportunities to strengthen spatial reasoning and planning. The post MindTopo reveals VLMs’ spatial reasoning abilities appeared first on Microsoft Research.
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