Skip to content
#software testing Dataset Open access

Data and analysis package for: VIBE - Reconstruction of Molecular Assemblies across Periodic Boundaries with Explicit Uncertainty

Sep 2026 · Zenodo (CERN European Organization for Nuclear Research)

Abstract

Version 3.1.0 of the data and analysis package supporting VIBE: Reconstruction of Molecular Assemblies across Periodic Boundaries with Explicit Uncertainty. It keeps every file of version 3.0.0 and adds vibe_data_v103_supplement_20260925.zip, in which the VIBE calculations of the article are run with the public release TITAN-VIBE 1.0.3 (https://doi.org/10.5281/zenodo.22955192): the 3,600 generated and 4,320 noisy designed frames, analyzed twice; the development and held-out designed cases; the five molecular systems with the MDVWhole and FixBox comparisons; the local-mode and global-mode check; and the paired time and memory measurements. It also adds a lattice-shift test on three compact assemblies, a retained-contact test, and the 13 range-boundary cases rerun with a wider search range. The supplement holds frame reports, result tables, the protocol amendment and lock, and the driver scripts. Reconstructed coordinate files that are identical to version 3.0.0 are listed with their SHA-256 instead of being copied. Its README maps each folder to the sections of the article. The 11 September archive (vibe_data_update_20260911.zip, 17 parts) includes the extracted frame subsets, topology dependencies, reconstructed outputs, frame and case tables, timing records, environment metadata, original protocols, analysis scripts, generation exclusions, and SHA-256 manifests. See DOWNLOAD_AND_EXTRACT.md to join, verify, and extract it. Complete production trajectories are not included. The software, including the executable used for these calculations, is archived at https://doi.org/10.5281/zenodo.22955192 (MIT License). The previous data version is https://doi.org/10.5281/zenodo.22710653. Funding: Vietnam National Foundation for Science and Technology Development (NAFOSTED), grant 103.01-2025.110.

View source

Similar papers

#computer vision Review Sep 2017

Agile Software Development Methods: Review and Analysis

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. · 727 citations · ⚡54
#computer vision Jun 2008

The impact of agile practices on communication in software development

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. · 401 citations · ⚡48
#machine learning Review Open access Oct 2014

Software development in startup companies: A systematic mapping study

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. · 394 citations · ⚡54
#computer vision Review Mar 2008

Agile methods in European embedded software development organisations: a survey on the actual use and usefulness of Extreme Programming and Scrum

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 · 238 citations · ⚡9
#computer vision Open access Jul 2017

What happens when software developers are (un)happy

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. · 236 citations · ⚡13
#computer vision Open access Oct 2004

Mobile-D: an agile approach for mobile application development

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. · 225 citations · ⚡18

Related blog posts

Microsoft Research Blog Oct 12, 2026

Simulating student learning for better AI tutoring

StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.