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X-WR-CALDESC:Events for Namur Institute For Complex Systems
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DTSTART;TZID=Europe/Paris:20210204T130000
DTEND;TZID=Europe/Paris:20210204T140000
DTSTAMP:20260430T074458
CREATED:20201215T094658Z
LAST-MODIFIED:20210115T095226Z
UID:864-1612443600-1612447200@www.naxys.be
SUMMARY:Rodrigo Martínez (University of the Balearic Islands\, Spain)
DESCRIPTION:Title: Dynamical Phase Transitions in Quantum Reservoir Computing \nClosed quantum systems may exhibit different dynamical regimes\, such as Many-Body Localization or thermalization\, that can affect their ability to process information. Specifically\, we establish the role of dynamical phases of Ising spin networks in the field of quantum reservoir computing.\nReservoir computing is an unconventional computing paradigm that consists in exploiting classical or quantum dynamical systems to solve nonlinear and temporal tasks. We observe that the thermal phase of the spin model is naturally adapted to the requirements of reservoir computing while the localized phase is detrimental for the purposes of this computational approach\, finding an improved performance for linear and mildly nonlinear tasks in the transition regime. We uncover the physical mechanisms behind optimal information processing capabilities of the spin networks\, essential for future experimental implementations.\n\n\nLink to the teams group “naXys Seminars” (unamur members) here \nLink to the seminar here
URL:https://www.naxys.be/event/rodrigo-martinez-university-of-the-balearic-islands-spain/
CATEGORIES:NAXYS Seminar
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DTSTART;TZID=Europe/Paris:20210211T140000
DTEND;TZID=Europe/Paris:20210211T170000
DTSTAMP:20260430T074458
CREATED:20210127T093941Z
LAST-MODIFIED:20210129T101632Z
UID:888-1613052000-1613062800@www.naxys.be
SUMMARY:International Day of Women and Girls in Science at UNamur
DESCRIPTION:Join to the online scientific & outreach conferences held at UNamur in the framework of the International Day of Women and Girls in Science to attend the scientific presentations of two naXys members\, Morgane Dumont and Anne-Sophie Libert. \nThe International Day of Women and Girls in Science takes place every 11th of February\, following the declaration by the General Assembly of the United Nations on 22nd of December 2015. It aims at promoting the access of women and girls to science and technology as well as their full and fair participation. This event reminds the important role of women in the scientific community. It constitutes a great opportunity to encourage girls and young women to participate in scientific developments. This year\, the University of Namur takes fully part in this day. In this context\, a scientific conference [in English] will highlight the research contributions of women from UNamur and promote the interaction among them and our fellow colleagues. \nCheck out our invited speakers. The programme is available online: https://cds.unamur.be/activites/femmesenscience/university \nPlease take a minute to register (it’s free!) in order to help us in terms of logistics: https://www.billetweb.fr/womeninscience \nIn the evening\, an outreach conference [in French] is organised in collaboration with Confluent des Savoirs: https://cds.unamur.be/activites/femmesenscience/public. Do not hesitate to spread the word\, specifically to non-scientists and younger generations! \nLooking forward to welcoming you to our conferences! \nAn initiative by Lorena Ballesteros Ferraz\, Aishwarya Saxena\, and Sébastien R. Mouchet from the Faculty of Sciences with the support of Confluent des Savoirs (CDS) and Unité d’Appui à la Recherche (UAR).
URL:https://www.naxys.be/event/international-day-of-women-and-girls-in-science-at-unamur/
ORGANIZER;CN="S%C3%A9bastien MOUCHET":MAILTO:sebastien.mouchet@unamur.be
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BEGIN:VEVENT
DTSTART;TZID=Europe/Paris:20210218T130000
DTEND;TZID=Europe/Paris:20210218T140000
DTSTAMP:20260430T074458
CREATED:20201215T094952Z
LAST-MODIFIED:20210606T080323Z
UID:866-1613653200-1613656800@www.naxys.be
SUMMARY:Maxime Lucas (Aix-Marseille University\, France)
DESCRIPTION:Title: The cell cycle as a temporal network of protein interactions \nBiological systems often operate over multiple timescales and their temporal organisation is often crucial to their functioning. The cell cycle illustrates this well: before dividing into two cells\, the cell must go through 4 consecutive phases. Each of these phases corresponds to specific and well-timed physiological processes\, driven by protein-protein interactions (PPIs)\, necessary to the cycle progression. Any deviation from this temporal organisation can indicate a change in cell fate\, behaviour\, or a malfunction which can lead to diseases. Identifying\, predicting\, and understanding this temporal organisation can thus yield important insight into their behaviour.\nHere\, we infer phases of the cell cycle by modelling it as a temporal network of protein-protein interactions and clustering the network’s snapshots. First\, we build our temporal network by integrating time series of protein concentrations to a static PPI network. Second\, we group snapshots at different times that have a similar structure by clustering them. We show that the obtained clusters recover the 4 known phases of the cell cycle. Moreover\, we identify the temporal organisation across a range of timescales by clustering the snapshots for different number of clusters. Results are in agreement with biological knowledge\, and we show how robust they are against method changes. Finally\, we explore how the input time series affect the results. For example\, we investigate the effect of having only partial temporal information in the networks\, i.e. not for all edges\, which is a common situation in biology. Finally\, we show that gene expression data from RNA-seq\, widely available for many biological systems\, can be used too. This method can be used to further our understanding of the multiscale temporal organisation of many biological networks. \nLink to the seminar here \nPeople outside Université de Namur with a Microsoft Teams account may join. For any questions\, write to riccardo.muolo@unamur.be \n 
URL:https://www.naxys.be/event/maxime-lucas-aix-marseille-university-france/
CATEGORIES:NAXYS Seminar
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