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Towards Federated Learning with on-device Training and Communication in 8-bit Floating Point

Recent work has shown that 8-bit floating point (FP8) can be used for efficiently training neural networks with reduced computational overhead compared to training in FP32/FP16. In this work, we investigate the use of FP8 training in a federated learning context. This brings not only the usual benefits of FP8 which are desirable for on-device training at the edge, but also reduces client-servercom

Purifying selection leads to low protein diversity of the mitochondrial cyt b gene in avian malaria parasites

Background: Mitochondrial respiration plays a central role in the survival of many eukaryotes, including apicomplexan parasites. A 479-bp fragment from the mitochondrial cytochrome b gene is widely used as a barcode to identify genetic lineages of avian malaria parasites Plasmodium and related haemosporidians. Here we looked for evidence of selection in the avian Plasmodium cyt b gene, using tests

Comparisons of Oil Shale Retort Water Treatment Methods

In this work, physical and chemical characterization of El- Lajjoun retort water from oil shale pyrolysis process has been carried out. Comparison of different treatment methods for the major components which could affect the design and operation of any set of wastewater treatment process were conducted. The removal of phenol and ammonia using activated carbon after 12 hour resident time were 93 a

Undersökning av kalciumkarbonatförekomsten i Vombfältet

I en studie av neutralisationskapaciteten och kalkstenshalten i Sydvattens infiltrationsområde vid Vomb har fem prover från olika platser i fältet samlats in, siktats och surgjorts med saltsyra. Neutralisationskapaciteten mätt som kalciumkarbonathalt befanns variera i de olika sandproverna men var generellt hög (ca 2–14 % som vikt). Den totala massan av kalciumkarbonat i infiltrationsområdet bestäIn a study of the neutralization capacity and limestone content the artificial recharge area of the Sydvatten waterworks Vombverket in Vomb, Skåne, five samples from different locations in the area was collected, sieved and acidified with hydrochloric acid. The neutralization capacity measured as calcium carbonate content was found to vary in the different sandy soil samples but was generally high

Building Resilience and Overcoming Challenges in War Times : The Role of Lean 4.0 in Agri-Food Supply Chains

The ongoing conflict and the impact of Russia–Ukraine war pose significant challenges to various sectors, including the agri-food industry. The agricultural industry serves as a backbone for many world economies, contributing significantly to their gross domestic product. The continuing war and shifting economic environment have greatly affected grain production, encompassing crops like wheat, mai

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1(3) Saco-S-rådet PROTOKOLL Linköpings universitet fört vid styrelsemöte 2025-06-12 Styrelsen Närvarande: Krzysztof Marciniak, ITN, ordförande Peter Hult, IMT Kjell Karlsson, ITN Torbjörn Larsson, MAI Janerik Lundquist, IEI Åsa Rybo Landelius, IFM David Rule, MAI Maria Hedtjärn, UF, suppleant Tove Mattsson, IBL, suppleant Frånvarande: Maria Ewerlöf, HMV Carina Wennerholm, HMV Therese Winder, UF Pe

https://www.saco.se/globalassets/lokala-akademikerforeningar/statlig/linkopings-universitet-liu/dokument/protokoll/protokoll20250612-signed.pdf - 2026-06-21

On the bijectivity of thin-plate splines

The thin-plate spline (TPS) has been widely used in a number of areas such as image warping, shape analysis and scattered data interpolation. Introduced by Bookstein (IEEE Trans. Pattern Anal. Mach. Intell. 11(6):567–585 1989), it is a natural interpolating function in two dimensions, parameterized by a finite number of landmarks. However, even though the thin-plate spline has a very intuitive int