Emergent Learning: A Framework for Whole-System Strategy, Learning, and Adaptation

The field of philanthropy is exploring what it takes to achieve impact in complex environments. The terms “adaptive” and “emergent” are beginning to be used, often interchangeably, to describe strategies by which funders can tackle complexity. This article proposes distinguishing between the two and explores more deeply how the research into complexity can inform philanthropic practice. While approaches like systems mapping, scenario planning, and appreciative inquiry have been put forward as useful approaches to expanding perspectives and seeing whole systems, the field needs a framework for going beyond these planning tools in order to actually create the conditions in which emergence can happen – by expanding agency beyond the walls of the funder, distinguishing between goals and strategies, encouraging experimentation around strategies, and supporting whole-system learning, which requires shorter, faster, more rigorous real-time learning and more cross-pollination among peers. This article offers Emergent Learning as a framework to support the creation of these conditions and describes how the tools help make thinking visible and support real-time and peer learning. It looks at two organizations that have embraced Emergent Learning to support a more emergent approach to achieving a whole that is greater than the sum of its parts

Designing for Emergence: The McCune Charitable Foundation Grows Agency Across New Mexico

The impact of the inherent power imbalance in the grantmaker/grantee relationship has come into particular focus as equity and justice have become a greater priority for philanthropy. This article looks at the example of the McCune Charitable Foundation, which deliberately designed an emergent strategy approach that establishes clear goals and then created a platform to permit a reversal of that power dynamic, so that leadership for priorities comes from those closest to the work. The authors launched a two-year project to research what emergence might look like in seven complex social-change initiatives, and how the strategy could grow agency and create more sustainable solutions in dynamic environments. When the leaders of these initiatives focused on creating the conditions for local leaders and nonprofits to decide what strategies to pursue, it tended to spur unanticipated approaches that responded to needs and opportunities in diverse, changing environments. At the same time, funders were able to establish goals while promoting “a marketplace of ideas.” The McCune story illustrates how moving from a prescriptive strategy to an emergent one can shift the power imbalance between grantmaker and grantees, expand agency and ownership for complex social change, and potentially create a whole that is greater than the sum of its parts

Resonance production in p+p, p+A and A+A collisions measured with HADES

The knowledge of baryonic resonance properties and production cross sections plays an important role for the extraction and understanding of medium modifications of mesons in hot and/or dense nuclear matter. We present and discuss systematics on dielectron and strangeness production obtained with HADES on p+p, p+A and A+A collisions in the few GeV energy regime with respect to these resonances

Measurement of the quasi free np → npπ+π− and np → ppπ−π0 reactions at 1.25 GeV with HADES

We present the results of two-pion production in tagged quasi-free np collisions at a deutron incident beam energy of 1.25 GeV/c measured with the High-Acceptance Di-Electron Spectrometer (HADES) installed at GSI. The specific acceptance of HADES allowed for the first time to obtain high-precision data on π+π− and π−π0 production in np collisions in a region corresponding to large transverse momenta of the secondary particles. The obtained differential cross section data provide strong constraints on the production mechanisms and on the various baryon resonance contributions (∆∆, N(1440), N(1520), ∆(1600)). The invariant mass and angular distributions from the np → npπ+π −and np → ppπ−π0 reactions are compared with different theoretical model predictions

The dp-elastic cross section measurement at the deuteron kinetic energy of 2.5 GeV

New results on the differential cross section in deuteron-proton elastic scattering are obtained at the deuteron kinetic energy of 2.5 GeV with the HADES spectrometer. The angular range of 69° – 125° in the center of mass system is covered. The obtained results are compared with the relativistic multiple scattering model calculation using the CD-Bonn deuteron wave function. The data at fixed scattering angles in the c.m. are in qualitative agreement with the constituent counting rules prediction

Low mass dielectrons radiated off cold nuclear matter measured with HADES

The High Acceptance DiElectron Spectrometer HADES [1] is installed at the Helmholtzzentrum für Schwerionenforschung (GSI) accelerator facility in Darmstadt. It investigates dielectron emission and strangeness production in the 1-3 AGeV regime. A recent experiment series focusses on medium-modifications of light vector mesons in cold nuclear matter. In two runs, p+p and p+Nb reactions were investigated at 3.5 GeV beam energy; about 9·109 events have been registered. In contrast to other experiments the high acceptance of the HADES allows for a detailed analysis of electron pairs with low momenta relative to nuclear matter, where modifications of the spectral functions of vector mesons are predicted to be most prominent. Comparing these low momentum electron pairs to the reference measurement in the elementary p+p reaction, we find in fact a strong modification of the spectral distribution in the whole vector meson region

In-medium hadron properties measured with HADES

Many QCD based and phenomenological models predict changes of hadron properties in a strongly interacting environment. The results of these models differ significantly and the experimental determination of hadron properties in nuclear matter is essential. In this paper we present a review of selected physics results obtained at GSI Helmholtzzentrum für Schwerionenforschung GmbH by HADES (High-Acceptance Di-Electron Spectrometer). The e+e− pair emission measured for proton and heavy-ion induced collisions is reported together with results on strangeness production. The future HADES activities at the planned FAIR facility are also discussed

Highlights of resonance measurements with HADES

his contribution aims to give a basic overview of the latest results regarding the production of resonances in different collision systems. The results were extracted from experimental data collected with HADES that is a multipurpose detector located at the GSI Helmholtzzentrum, Darmstadt. The main points discussed here are: the properties of the strange resonances Λ(1405) and Σ(1385), the role of Δ’s as a source of pions in the final state, the production dynamics reflected in form of differential cross sections, and the role of the ϕ meson as a source for K− particles

Investigating hadronic resonances in pp interactions with HADES

n this paper we report on the investigation of baryonic resonance production in proton-proton collisions at the kinetic energies of 1.25 GeV and 3.5 GeV, based on data measured with HADES. Exclusive channels npπ+ and ppπ0 as well as ppe+e− were studied simultaneously in the framework of a one-boson exchange model. The resonance cross sections were determined from the one-pion channels for Δ(1232) and N(1440) (1.25 GeV) as well as further Δ and N* resonances up to 2 GeV/c2 for the 3.5 GeV data. The data at 1.25 GeV energy were also analysed within the framework of the partial wave analysis together with the set of several other measurements at lower energies. The obtained solutions provided the evolution of resonance production with the beam energy, showing a sizeable non-resonant contribution but with still dominating contribution of Δ(1232)P33. In the case of 3.5 GeV data, the study of the ppe+e− channel gave the insight on the Dalitz decays of the baryon resonances and, in particular, on the electromagnetic transition form-factors in the time-like region. We show that the assumption of a constant electromagnetic transition form-factors leads to underestimation of the yield in the dielectron invariant mass spectrum below the vector mesons pole. On the other hand, a comparison with various transport models shows the important role of intermediate ρ production, though with a large model dependency. The exclusive channels analysis done by the HADES collaboration provides new stringent restrictions on the parameterizations used in the models

HADES results in elementary reactions

Recent results obtained with the HADES experimental set-up at GSI are presented with a focus on dielectron production and strangeness in pp and quasi-free np reactions. Perspectives related to the very recent experiment using the pion beam at GSI are also discussed