Perylene is a widespread molecular motif in materials science thanks to its phase-dependent optical response and its good excitation transport properties, making it ideal for many optoelectronic applications. However, the molecular-level understanding of how changing the aggregation phase determines the optical modulation remains elusive. This work addresses this gap using density functional calculations at ground and excited state. Using these data we present the systematic assignment of experimental spectra in dilute solutions, dimeric aggregates and the α-polymorph to the corresponding molecular structures through a comparison to simulated spectra obtained with the inclusion of two elements with pronounced interplay: (i) explicit vibrational effects, arising from strong coupling between electronic structure and molecular vibrations, and (ii) stacking of monomers in aggregates, to give dimers as fundamental optical units. Incorporating these elements yields accurate absorption and emission spectra and reveals the central role of the dimer and of its different stacking configurations in the modulation of the spectra observed in the crystal. The detailed structural data generated allow us to hypothesize a coherent mechanism able to explain the dual emission of α-perylene as based on the competition of two minima on S1, ultimately identified as responsible for the well-known “Y” and “E”-fluorescence.
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.
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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.
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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
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