Git Re-Basin: Merging Models modulo Permutation Symmetries [PDF]
The success of deep learning is due in large part to our ability to solve certain massive non-convex optimization problems with relative ease. Though non-convex optimization is NP-hard, simple algorithms -- often variants of stochastic gradient descent --
Samuel K. Ainsworth +2 more
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Global Optimization by Basin-Hopping and the Lowest Energy Structures of Lennard-Jones Clusters Containing up to 110 Atoms [PDF]
We describe a global optimization technique using “basin-hopping” in which the potential energy surface is transformed into a collection of interpenetrating staircases.
D. Wales, J. Doye
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Global hydro-environmental sub-basin and river reach characteristics at high spatial resolution
The HydroATLAS database provides a standardized compendium of descriptive hydro-environmental information for all watersheds and rivers of the world at high spatial resolution.
S. Linke +11 more
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Congo Basin forest loss dominated by increasing smallholder clearing
Congo Basin forest loss is dominated by smallholder agriculture with accelerating primary forest loss mirroring population growth. A regional assessment of forest disturbance dynamics from 2000 to 2014 was performed for the Congo Basin countries using ...
A. Tyukavina +7 more
semanticscholar +1 more source
Basin entropy: a new tool to analyze uncertainty in dynamical systems [PDF]
In nonlinear dynamics, basins of attraction link a given set of initial conditions to its corresponding final states. This notion appears in a broad range of applications where several outcomes are possible, which is a common situation in neuroscience ...
Alvar Daza +4 more
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Recent global decline in endorheic basin water storages
Endorheic (hydrologically landlocked) basins spatially concur with arid/semi-arid climates. Given limited precipitation but high potential evaporation, their water storage is vulnerable to subtle flux perturbations, which are exacerbated by global ...
Jida Wang +10 more
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A GIS-based approach in drainage morphometric analysis of Kanhar River Basin, India
The study indicates that analysis of morphometric parameters with the help of geographic information system (GIS) would prove a viable method of characterizing the hydrological response behaviour of the watershed.
P. Rai +4 more
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Gazeteler Üzerinden Darbeler: Kırgızistan 2010 Olaylarının Türkiye Basınında İnşası
Medya gerçeğin temsil edildiği değil onun yeniden kurgulandığı bir yerdir. Konu uluslararası haberler olduğunda ise durum daha da hassas bir hale gelmektedir.
Sherbol Zhaparaliev
doaj +4 more sources
Satellite based remote sensing technology has proven to be an effectual tool in analysis of drainage networks, study of surface morphological features and their correlation with groundwater management prospect at basin level. The present study highlights
P. Rai +3 more
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Annan Planı Referandumu Sürecinde Rauf Denktaş’ın Ötekileştirilmesi: Yeni Düzen Gazetesi Örneği
Annan Planı Referandumu Sürecinde Rauf Denktaş’ın Ötekileştirilmesi: Yeni Düzen Gazetesi ÖrneğiDr. Ümmü Altan Bayraktar[1]Özet24 Nisan 2004’te gerçekleştirilen Annan Planı Referendumu, Kıbrıs’ın siyasal yapısında ve Kıbrıs sorununun çözümüne ilişkin ...
Ümmü Bayraktar
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