The mechanical response of discrete networks is fundamentally governed by their underlying connectivity. While traditional matrix-based approaches successfully capture global mechanical responses, their utility is delimited by an 𝒪(𝑁3)computational cost that limits direct access to specific topological pathways and localized load transmission. Here, we formulate a graph-theoretical framework that determines the effective elastic constant of molecular networks through analytical topological rules, bypassing global matrix diagonalization. Central to this formulation is the concept of favorable elastic paths—the specific topological highways that actively transmit mechanical force between terminal vertices. For series-parallel architectures, we compute effective stiffness via recursive edge reductions characterized by excluded minors. To quantify localized mechanical contributions, we introduce a normalized Relevance Ratio and a hierarchical (𝑘, 𝑑)-subgraph classification based on graph distance and vertex connectivity. For complex, non-reducible topologies, we leverage Menger's theorem to derive rigorous topological upper and lower bounds for the effective stiffness using purely combinatorial opera tions. By mapping atoms and bonds to vertices and edges, we demonstrate how discrete connectivity dictates continuum mechanical response. This topology-driven approach provides a computationally efficient (𝒪(∣ 𝐸 ∣)) and analytically transparent baseline, opening new avenues for the algorithmic screening and targeted chemical functionalization of complex biopolymer networks and mechanical metamaterials.
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 perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
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