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We present the new multi-threaded version of the state-of-the-art answer set solver clasp. We detail its component and communication architecture and illustrate how they support the principal functionalities of clasp. Also, we provide some insights into the data representation used for different constraint types handled by clasp. All this is accompanied by an extensive experimental analysis of the major features related to multi-threading in clasp.
Heistermann, Maik ; Bogena, Heye ; Francke, Till ; Güntner, Andreas ; Jakobi, Jannis ; Rasche, Daniel ; Schrön, Martin ; Döpper, Veronika ; Fersch, Benjamin ; Groh, Jannis ; Patil, Amol ; Pütz, Thomas ; Reich, Marvin ; Zacharias, Steffen ; Zengerle, Carmen ; Oswald, Sascha
Cosmic-ray neutron sensing (CRNS) has become an effective method to measure soil moisture at a horizontal scale of hundreds of metres and a depth of decimetres. Recent studies proposed operating CRNS in a network with overlapping footprints in order to cover root-zone water dynamics at the small catchment scale and, at the same time, to represent spatial heterogeneity. In a joint field campaign from September to November 2020 (JFC-2020), five German research institutions deployed 15 CRNS sensors in the 0.4 km2 Wüstebach catchment (Eifel mountains, Germany). The catchment is dominantly forested (but includes a substantial fraction of open vegetation) and features a topographically distinct catchment boundary. In addition to the dense CRNS coverage, the campaign featured a unique combination of additional instruments and techniques: hydro-gravimetry (to detect water storage dynamics also below the root zone); ground-based and, for the first time, airborne CRNS roving; an extensive wireless soil sensor network, supplemented by manual measurements; and six weighable lysimeters. Together with comprehensive data from the long-term local research infrastructure, the published data set (available at https://doi.org/10.23728/b2share.756ca0485800474e9dc7f5949c63b872; Heistermann et al., 2022) will be a valuable asset in various research contexts: to advance the retrieval of landscape water storage from CRNS, wireless soil sensor networks, or hydrogravimetry; to identify scale-specific combinations of sensors and methods to represent soil moisture variability; to improve the understanding and simulation of land–atmosphere exchange as well as hydrological and hydrogeological processes at the hillslope and the catchment scale; and to support the retrieval of soil water content from airborne and spaceborne remote sensing platforms.
We introduce an approach to computing answer sets of logic programs, based on concepts successfully applied in Satisfiability (SAT) checking. The idea is to view inferences in Answer Set Programming (ASP) as unit propagation on nogoods. This provides us with a uniform constraint-based framework capturing diverse inferences encountered in ASP solving. Moreover, our approach allows us to apply advanced solving techniques from the area of SAT. As a result, we present the first full-fledged algorithmic framework for native conflict-driven ASP solving. Our approach is implemented in the ASP solver clasp that has demonstrated its competitiveness and versatility by winning first places at various solver contests.
Gebser, Martin ; Kaminski, Roland ; Kaufmann, Benjamin ; Lühne, Patrick ; Obermeier, Philipp ; Ostrowski, Max ; Romero Davila, Javier ; Schaub, Torsten ; Schellhorn, Sebastian ; Wanko, Philipp
The Potsdam answer set solving collection, or Potassco for short, bundles various tools implementing and/or applying answer set programming. The article at hand succeeds an earlier description of the Potassco project published in Gebser et al. (AI Commun 24(2):107-124, 2011). Hence, we concentrate in what follows on the major features of the most recent, fifth generation of the ASP system clingo and highlight some recent resulting application systems.
Koenig, Julian ; Abler, Birgit ; Agartz, Ingrid ; akerstedt, Torbjorn ; Andreassen, Ole A. ; Anthony, Mia ; Baer, Karl-Juergen ; Bertsch, Katja ; Brown, Rebecca C. ; Brunner, Romuald ; Carnevali, Luca ; Critchley, Hugo D. ; Cullen, Kathryn R. ; de Geus, Eco J. C. ; de la Cruz, Feliberto ; Dziobek, Isabel ; Ferger, Marc D. ; Fischer, Hakan ; Flor, Herta ; Gaebler, Michael ; Gianaros, Peter J. ; Giummarra, Melita J. ; Greening, Steven G. ; Guendelman, Simon ; Heathers, James A. J. ; Herpertz, Sabine C. ; Hu, Mandy X. ; Jentschke, Sebastian ; Kaess, Michael ; Kaufmann, Tobias ; Klimes-Dougan, Bonnie ; Koelsch, Stefan ; Krauch, Marlene ; Kumral, Deniz ; Lamers, Femke ; Lee, Tae-Ho ; Lekander, Mats ; Lin, Feng ; Lotze, Martin ; Makovac, Elena ; Mancini, Matteo ; Mancke, Falk ; Mansson, Kristoffer N. T. ; Manuck, Stephen B. ; Mather, Mara ; Meeten, Frances ; Min, Jungwon ; Mueller, Bryon ; Muench, Vera ; Nees, Frauke ; Nga, Lin ; Nilsonne, Gustav ; Ordonez Acuna, Daniela ; Osnes, Berge ; Ottaviani, Cristina ; Penninx, Brenda W. J. H. ; Ponzio, Allison ; Poudel, Govinda R. ; Reinelt, Janis ; Ren, Ping ; Sakaki, Michiko ; Schumann, Andy ; Sorensen, Lin ; Specht, Karsten ; Straub, Joana ; Tamm, Sandra ; Thai, Michelle ; Thayer, Julian F. ; Ubani, Benjamin ; van Der Mee, Denise J. ; van Velzen, Laura S. ; Ventura-Bort, Carlos ; Villringer, Arno ; Watson, David R. ; Wei, Luqing ; Wendt, Julia ; Schreiner, Melinda Westlund ; Westlye, Lars T. ; Weymar, Mathias ; Winkelmann, Tobias ; Wu, Guo-Rong ; Yoo, Hyun Joo ; Quintana, Daniel S.
Understanding the association between autonomic nervous system [ANS] function and brain morphology across the lifespan provides important insights into neurovisceral mechanisms underlying health and disease. Resting-state ANS activity, indexed by measures of heart rate [HR] and its variability [HRV] has been associated with brain morphology, particularly cortical thickness [CT]. While findings have been mixed regarding the anatomical distribution and direction of the associations, these inconsistencies may be due to sex and age differences in HR/HRV and CT. Previous studies have been limited by small sample sizes, which impede the assessment of sex differences and aging effects on the association between ANS function and CT. To overcome these limitations, 20 groups worldwide contributed data collected under similar protocols of CT assessment and HR/HRV recording to be pooled in a mega-analysis (N = 1,218 (50.5% female), mean age 36.7 years (range: 12-87)). Findings suggest a decline in HRV as well as CT with increasing age. CT, particularly in the orbitofrontal cortex, explained additional variance in HRV, beyond the effects of aging. This pattern of results may suggest that the decline in HRV with increasing age is related to a decline in orbitofrontal CT. These effects were independent of sex and specific to HRV; with no significant association between CT and HR. Greater CT across the adult lifespan may be vital for the maintenance of healthy cardiac regulation via the ANS-or greater cardiac vagal activity as indirectly reflected in HRV may slow brain atrophy. Findings reveal an important association between CT and cardiac parasympathetic activity with implications for healthy aging and longevity that should be studied further in longitudinal research.
Toy, Virginia Gail ; Sutherland, Rupert ; Townend, John ; Allen, Michael J. ; Becroft, Leeza ; Boles, Austin ; Boulton, Carolyn ; Carpenter, Brett ; Cooper, Alan ; Cox, Simon C. ; Daube, Christopher ; Faulkner, D. R. ; Halfpenny, Angela ; Kato, Naoki ; Keys, Stephen ; Kirilova, Martina ; Kometani, Yusuke ; Little, Timothy ; Mariani, Elisabetta ; Melosh, Benjamin ; Menzies, Catriona D. ; Morales, Luiz ; Morgan, Chance ; Mori, Hiroshi ; Niemeijer, Andre ; Norris, Richard ; Prior, David ; Sauer, Katrina ; Schleicher, Anja M. ; Shigematsu, Norio ; Teagle, Damon A. H. ; Tobin, Harold ; Valdez, Robert ; Williams, Jack ; Yeo, Samantha ; Baratin, Laura-May ; Barth, Nicolas ; Benson, Adrian ; Boese, Carolin ; Célérier, Bernard ; Chamberlain, Calum J. ; Conze, Ronald ; Coussens, Jamie ; Craw, Lisa ; Doan, Mai-Linh ; Eccles, Jennifer ; Grieve, Jason ; Grochowski, Julia ; Gulley, Anton ; Howarth, Jamie ; Jacobs, Katrina ; Janku-Capova, Lucie ; Jeppson, Tamara ; Langridge, Robert ; Mallyon, Deirdre ; Marx, Ray ; Massiot, Cécile ; Mathewson, Loren ; Moore, Josephine ; Nishikawa, Osamu ; Pooley, Brent ; Pyne, Alex ; Savage, Martha K. ; Schmitt, Doug ; Taylor-Offord, Sam ; Upton, Phaedra ; Weaver, Konrad C. ; Wiersberg, Thomas ; Zimmer, Martin
During the second phase of the Alpine Fault, Deep Fault Drilling Project (DFDP) in the Whataroa River, South Westland, New Zealand, bedrock was encountered in the DFDP-2B borehole from 238.5–893.2 m Measured Depth (MD). Continuous sampling and meso- to microscale characterisation of whole rock cuttings established that, in sequence, the borehole sampled amphibolite facies, Torlesse Composite Terrane-derived schists, protomylonites and mylonites, terminating 200–400 m above an Alpine Fault Principal Slip Zone (PSZ) with a maximum dip of 62°. The most diagnostic structural features of increasing PSZ proximity were the occurrence of shear bands and reduction in mean quartz grain sizes. A change in composition to greater mica:quartz + feldspar, most markedly below c. 700 m MD, is inferred to result from either heterogeneous sampling or a change in lithology related to alteration. Major oxide variations suggest the fault-proximal Alpine Fault alteration zone, as previously defined in DFDP-1 core, was not sampled.