@book{7171, abstract = {Wissen Sie, was sich hinter künstlicher Intelligenz und maschinellem Lernen verbirgt? Dieses Sachbuch erklärt Ihnen leicht verständlich und ohne komplizierte Formeln die grundlegenden Methoden und Vorgehensweisen des maschinellen Lernens. Mathematisches Vorwissen ist dafür nicht nötig. Kurzweilig und informativ illustriert Lisa, die Protagonistin des Buches, diese anhand von Alltagssituationen. Ein Buch für alle, die in Diskussionen über Chancen und Risiken der aktuellen Entwicklung der künstlichen Intelligenz und des maschinellen Lernens mit Faktenwissen punkten möchten. Auch für Schülerinnen und Schüler geeignet!}, editor = {Kersting, Kristian and Lampert, Christoph and Rothkopf, Constantin}, isbn = {978-3-658-26762-9}, pages = {XIV, 245}, publisher = {Springer Nature}, title = {{Wie Maschinen Lernen: Künstliche Intelligenz Verständlich Erklärt}}, doi = {10.1007/978-3-658-26763-6}, year = {2019}, } @article{7275, abstract = {Aprotic alkali metal–oxygen batteries require reversible formation of metal superoxide or peroxide on cycling. Severe parasitic reactions cause poor rechargeability, efficiency, and cycle life and have been shown to be caused by singlet oxygen (1O2) that forms at all stages of cycling. However, its formation mechanism remains unclear. We show that disproportionation of superoxide, the product or intermediate on discharge and charge, to peroxide and oxygen is responsible for 1O2 formation. While the overall reaction is driven by the stability of peroxide and thus favored by stronger Lewis acidic cations such as Li+, the 1O2 fraction is enhanced by weak Lewis acids such as organic cations. Concurrently, the metal peroxide yield drops with increasing 1O2. The results explain a major parasitic pathway during cell cycling and the growing severity in K–, Na–, and Li–O2 cells based on the growing propensity for disproportionation. High capacities and rates with peroxides are now realized to require solution processes, which form peroxide or release O2via disproportionation. The results therefore establish the central dilemma that disproportionation is required for high capacity but also responsible for irreversible reactions. Highly reversible cell operation requires hence finding reaction routes that avoid disproportionation.}, author = {Mourad, Eléonore and Petit, Yann K. and Spezia, Riccardo and Samojlov, Aleksej and Summa, Francesco F. and Prehal, Christian and Leypold, Christian and Mahne, Nika and Slugovc, Christian and Fontaine, Olivier and Brutti, Sergio and Freunberger, Stefan Alexander}, issn = {1754-5692}, journal = {Energy & Environmental Science}, number = {8}, pages = {2559--2568}, publisher = {RSC}, title = {{Singlet oxygen from cation driven superoxide disproportionation and consequences for aprotic metal–O2 batteries}}, doi = {10.1039/c9ee01453e}, volume = {12}, year = {2019}, } @article{7280, abstract = {Non-aqueous lithium-oxygen batteries cycle by forming lithium peroxide during discharge and oxidizing it during recharge. The significant problem of oxidizing the solid insulating lithium peroxide can greatly be facilitated by incorporating redox mediators that shuttle electron-holes between the porous substrate and lithium peroxide. Redox mediator stability is thus key for energy efficiency, reversibility, and cycle life. However, the gradual deactivation of redox mediators during repeated cycling has not conclusively been explained. Here, we show that organic redox mediators are predominantly decomposed by singlet oxygen that forms during cycling. Their reaction with superoxide, previously assumed to mainly trigger their degradation, peroxide, and dioxygen, is orders of magnitude slower in comparison. The reduced form of the mediator is markedly more reactive towards singlet oxygen than the oxidized form, from which we derive reaction mechanisms supported by density functional theory calculations. Redox mediators must thus be designed for stability against singlet oxygen.}, author = {Kwak, Won-Jin and Kim, Hun and Petit, Yann K. and Leypold, Christian and Nguyen, Trung Thien and Mahne, Nika and Redfern, Paul and Curtiss, Larry A. and Jung, Hun-Gi and Borisov, Sergey M. and Freunberger, Stefan Alexander and Sun, Yang-Kook}, issn = {2041-1723}, journal = {Nature Communications}, publisher = {Springer Nature}, title = {{Deactivation of redox mediators in lithium-oxygen batteries by singlet oxygen}}, doi = {10.1038/s41467-019-09399-0}, volume = {10}, year = {2019}, } @article{7276, abstract = {Singlet oxygen (1O2) causes a major fraction of the parasitic chemistry during the cycling of non‐aqueous alkali metal‐O2 batteries and also contributes to interfacial reactivity of transition‐metal oxide intercalation compounds. We introduce DABCOnium, the mono alkylated form of 1,4‐diazabicyclo[2.2.2]octane (DABCO), as an efficient 1O2 quencher with an unusually high oxidative stability of ca. 4.2 V vs. Li/Li+. Previous quenchers are strongly Lewis basic amines with too low oxidative stability. DABCOnium is an ionic liquid, non‐volatile, highly soluble in the electrolyte, stable against superoxide and peroxide, and compatible with lithium metal. The electrochemical stability covers the required range for metal–O2 batteries and greatly reduces 1O2 related parasitic chemistry as demonstrated for the Li–O2 cell.}, author = {Petit, Yann K. and Leypold, Christian and Mahne, Nika and Mourad, Eléonore and Schafzahl, Lukas and Slugovc, Christian and Borisov, Sergey M. and Freunberger, Stefan Alexander}, issn = {1433-7851}, journal = {Angewandte Chemie International Edition}, number = {20}, pages = {6535--6539}, publisher = {Wiley}, title = {{DABCOnium: An efficient and high-voltage stable singlet oxygen quencher for metal-O2 cells}}, doi = {10.1002/anie.201901869}, volume = {58}, year = {2019}, } @article{7281, abstract = {Li–O2 batteries are plagued by side reactions that cause poor rechargeability and efficiency. These reactions were recently revealed to be predominantly caused by singlet oxygen, which can be neutralized by chemical traps or physical quenchers. However, traps are irreversibly consumed and thus only active for a limited time, and so far identified quenchers lack oxidative stability to be suitable for typically required recharge potentials. Thus, reducing the charge potential within the stability limit of the quencher and/or finding more stable quenchers is required. Here, we show that dimethylphenazine as a redox mediator decreases the charge potential well within the stability limit of the quencher 1,4-diazabicyclo[2.2.2]octane. The quencher can thus mitigate the parasitic reactions without being oxidatively decomposed. At the same time the quencher protects the redox mediator from singlet oxygen attack. The mutual conservation of the redox mediator and the quencher is rational for stable and effective Li–O2 batteries.}, author = {Kwak, Won-Jin and Freunberger, Stefan Alexander and Kim, Hun and Park, Jiwon and Nguyen, Trung Thien and Jung, Hun-Gi and Byon, Hye Ryung and Sun, Yang-Kook}, issn = {2155-5435}, journal = {ACS Catalysis}, number = {11}, pages = {9914--9922}, publisher = {ACS}, title = {{Mutual conservation of redox mediator and singlet oxygen quencher in Lithium–Oxygen batteries}}, doi = {10.1021/acscatal.9b01337}, volume = {9}, year = {2019}, } @article{7282, abstract = {Interphases that form on the anode surface of lithium-ion batteries are critical for performance and lifetime, but are poorly understood. Now, a decade-old misconception regarding a main component of the interphase has been revealed, which could potentially lead to improved devices.}, author = {Freunberger, Stefan Alexander}, issn = {1755-4330}, journal = {Nature Chemistry}, number = {9}, pages = {761--763}, publisher = {Springer Nature}, title = {{Interphase identity crisis}}, doi = {10.1038/s41557-019-0311-0}, volume = {11}, year = {2019}, } @article{7283, abstract = {Potassium–air batteries, which suffer from oxygen cathode and potassium metal anode degradation, can be cycled thousands of times when an organic anode replaces the metal.}, author = {Petit, Yann K. and Freunberger, Stefan Alexander}, issn = {1476-1122}, journal = {Nature Materials}, number = {4}, pages = {301--302}, publisher = {Springer Nature}, title = {{Thousands of cycles}}, doi = {10.1038/s41563-019-0313-8}, volume = {18}, year = {2019}, } @article{7284, abstract = {In this issue of Joule, Dongmin Im and coworkers from Samsung in South Korea describe a prototype lithium-O2 battery that reaches ∼700 Wh kg–1 and ∼600 Wh L–1 on the cell level. They cut all components to the minimum to reach this value. Difficulties filling the pores with discharge product and inhomogeneous cell utilization turn out to limit the achievable energy. Their work underlines the importance of reporting performance with respect to full cell weight and volume.}, author = {Prehal, Christian and Freunberger, Stefan Alexander}, issn = {2542-4351}, journal = {Joule}, number = {2}, pages = {321--323}, publisher = {Elsevier}, title = {{Li-O2 cell-scale energy densities}}, doi = {10.1016/j.joule.2019.01.020}, volume = {3}, year = {2019}, } @unpublished{7358, abstract = {Telencephalic organoids generated from human pluripotent stem cells (hPSCs) are emerging as an effective system to study the distinct features of the developing human brain and the underlying causes of many neurological disorders. While progress in organoid technology has been steadily advancing, many challenges remain including rampant batch-to-batch and cell line-to-cell line variability and irreproducibility. Here, we demonstrate that a major contributor to successful cortical organoid production is the manner in which hPSCs are maintained prior to differentiation. Optimal results were achieved using fibroblast-feeder-supported hPSCs compared to feeder-independent cells, related to differences in their transcriptomic states. Feeder-supported hPSCs display elevated activation of diverse TGFβ superfamily signaling pathways and increased expression of genes associated with naïve pluripotency. We further identify combinations of TGFβ-related growth factors that are necessary and together sufficient to impart broad telencephalic organoid competency to feeder-free hPSCs and enable reproducible formation of brain structures suitable for disease modeling.}, author = {Watanabe, Momoko and Haney, Jillian R. and Vishlaghi, Neda and Turcios, Felix and Buth, Jessie E. and Gu, Wen and Collier, Amanda J. and Miranda, Osvaldo and Chen, Di and Sabri, Shan and Clark, Amander T. and Plath, Kathrin and Christofk, Heather R. and Gandal, Michael J. and Novitch, Bennett G.}, booktitle = {bioRxiv}, pages = {75}, publisher = {Cold Spring Harbor Laboratory}, title = {{TGFβ superfamily signaling regulates the state of human stem cell pluripotency and competency to create telencephalic organoids}}, doi = {10.1101/2019.12.13.875773}, year = {2019}, } @inproceedings{7401, abstract = {The genus g(G) of a graph G is the minimum g such that G has an embedding on the orientable surface M_g of genus g. A drawing of a graph on a surface is independently even if every pair of nonadjacent edges in the drawing crosses an even number of times. The Z_2-genus of a graph G, denoted by g_0(G), is the minimum g such that G has an independently even drawing on M_g. By a result of Battle, Harary, Kodama and Youngs from 1962, the graph genus is additive over 2-connected blocks. In 2013, Schaefer and Stefankovic proved that the Z_2-genus of a graph is additive over 2-connected blocks as well, and asked whether this result can be extended to so-called 2-amalgamations, as an analogue of results by Decker, Glover, Huneke, and Stahl for the genus. We give the following partial answer. If G=G_1 cup G_2, G_1 and G_2 intersect in two vertices u and v, and G-u-v has k connected components (among which we count the edge uv if present), then |g_0(G)-(g_0(G_1)+g_0(G_2))|<=k+1. For complete bipartite graphs K_{m,n}, with n >= m >= 3, we prove that g_0(K_{m,n})/g(K_{m,n})=1-O(1/n). Similar results are proved also for the Euler Z_2-genus. We express the Z_2-genus of a graph using the minimum rank of partial symmetric matrices over Z_2; a problem that might be of independent interest. }, author = {Fulek, Radoslav and Kyncl, Jan}, booktitle = {35th International Symposium on Computational Geometry (SoCG 2019)}, isbn = {978-3-95977-104-7}, issn = {1868-8969}, location = {Portland, OR, United States}, publisher = {Schloss Dagstuhl - Leibniz-Zentrum für Informatik}, title = {{Z_2-Genus of graphs and minimum rank of partial symmetric matrices}}, doi = {10.4230/LIPICS.SOCG.2019.39}, volume = {129}, year = {2019}, } @inbook{7453, abstract = {We illustrate the ingredients of the state-of-the-art of model-based approach for the formal design and verification of cyber-physical systems. To capture the interaction between a discrete controller and its continuously evolving environment, we use the formal models of timed and hybrid automata. We explain the steps of modeling and verification in the tools Uppaal and SpaceEx using a case study based on a dual-chamber implantable pacemaker monitoring a human heart. We show how to design a model as a composition of components, how to construct models at varying levels of detail, how to establish that one model is an abstraction of another, how to specify correctness requirements using temporal logic, and how to verify that a model satisfies a logical requirement.}, author = {Alur, Rajeev and Giacobbe, Mirco and Henzinger, Thomas A and Larsen, Kim G. and Mikučionis, Marius}, booktitle = {Computing and Software Science}, editor = {Steffen, Bernhard and Woeginger, Gerhard}, isbn = {9783319919072}, issn = {0302-9743}, pages = {452--477}, publisher = {Springer Nature}, title = {{Continuous-time models for system design and analysis}}, doi = {10.1007/978-3-319-91908-9_22}, volume = {10000}, year = {2019}, } @article{7459, abstract = {We report the fabrication of BaTiO3-Ni magnetoelectric nanocomposites comprising of BaTiO3 nanotubes surrounded by Ni matrix. BaTiO3 nanotubes obtained from the hydrothermal transformation of TiO2 have both inner and outer surfaces, which facilitates greater magnetoelectric coupling with the surrounding Ni matrix. The magnetoelectric coupling was studied by measuring the piezoelectric behavior in the presence of an in-plane direct magnetic field. A higher magnetoelectric voltage coefficient of 110 mV/cm·Oe was obtained, because of better coupling between Ni and BaTiO3 through the walls of the nanotubes. Such nanocomposite developed directly on Ti substrate may lead to efficient fabrication of magnetoelectric devices.}, author = {Vadla, Samba Siva and Costanzo, Tommaso and John, Subish and Caruntu, Gabriel and Roy, Somnath C.}, issn = {1359-6462}, journal = {Scripta Materialia}, pages = {33--36}, publisher = {Elsevier}, title = {{Local probing of magnetoelectric coupling in BaTiO3-Ni 1–3 composites}}, doi = {10.1016/j.scriptamat.2018.09.003}, volume = {159}, year = {2019}, } @article{7476, abstract = {The sebaceous gland (SG) is an essential component of the skin, and SG dysfunction is debilitating1,2. Yet, the cellular bases for its origin, development and subsequent maintenance remain poorly understood. Here, we apply large-scale quantitative fate mapping to define the patterns of cell fate behaviour during SG development and maintenance. We show that the SG develops from a defined number of lineage-restricted progenitors that undergo a programme of independent and stochastic cell fate decisions. Following an expansion phase, equipotent progenitors transition into a phase of homeostatic turnover, which is correlated with changes in the mechanical properties of the stroma and spatial restrictions on gland size. Expression of the oncogene KrasG12D results in a release from these constraints and unbridled gland expansion. Quantitative clonal fate analysis reveals that, during this phase, the primary effect of the Kras oncogene is to drive a constant fate bias with little effect on cell division rates. These findings provide insight into the developmental programme of the SG, as well as the mechanisms that drive tumour progression and gland dysfunction.}, author = {Andersen, Marianne Stemann and Hannezo, Edouard B and Ulyanchenko, Svetlana and Estrach, Soline and Antoku, Yasuko and Pisano, Sabrina and Boonekamp, Kim E. and Sendrup, Sarah and Maimets, Martti and Pedersen, Marianne Terndrup and Johansen, Jens V. and Clement, Ditte L. and Feral, Chloe C. and Simons, Benjamin D. and Jensen, Kim B.}, issn = {1465-7392}, journal = {Nature Cell Biology}, number = {8}, pages = {924--932}, publisher = {Springer Nature}, title = {{Tracing the cellular dynamics of sebaceous gland development in normal and perturbed states}}, doi = {10.1038/s41556-019-0362-x}, volume = {21}, year = {2019}, } @article{7548, abstract = {Although the aggregation of the amyloid-β peptide (Aβ) into amyloid fibrils is a well-established hallmark of Alzheimer’s disease, the complex mechanisms linking this process to neurodegeneration are still incompletely understood. The nematode worm C. elegans is a valuable model organism through which to study these mechanisms because of its simple nervous system and its relatively short lifespan. Standard Aβ-based C. elegans models of Alzheimer’s disease are designed to study the toxic effects of the overexpression of Aβ in the muscle or nervous systems. However, the wide variety of effects associated with the tissue-level overexpression of Aβ makes it difficult to single out and study specific cellular mechanisms related to the onset of Alzheimer’s disease. Here, to better understand how to investigate the early events affecting neuronal signalling, we created a C. elegans model expressing Aβ42, the 42-residue form of Aβ, from a single-copy gene insertion in just one pair of glutamatergic sensory neurons, the BAG neurons. In behavioural assays, we found that the Aβ42-expressing animals displayed a subtle modulation of the response to CO2, compared to controls. Ca2+ imaging revealed that the BAG neurons in young Aβ42-expressing nematodes were activated more strongly than in control animals, and that neuronal activation remained intact until old age. Taken together, our results suggest that Aβ42-expression in this very subtle model of AD is sufficient to modulate the behavioural response but not strong enough to generate significant neurotoxicity, suggesting that slightly more aggressive perturbations will enable effectively studies of the links between the modulation of a physiological response and its associated neurotoxicity.}, author = {Sinnige, Tessa and Ciryam, Prashanth and Casford, Samuel and Dobson, Christopher M. and de Bono, Mario and Vendruscolo, Michele}, issn = {1932-6203}, journal = {PLOS ONE}, number = {5}, publisher = {Public Library of Science}, title = {{Expression of the amyloid-β peptide in a single pair of C. elegans sensory neurons modulates the associated behavioural response}}, doi = {10.1371/journal.pone.0217746}, volume = {14}, year = {2019}, } @article{7547, abstract = {The BH3-only family of proteins is key for initiating apoptosis in a variety of contexts, and may also contribute to non-apoptotic cellular processes. Historically, the nematode Caenorhabditis elegans has provided a powerful system for studying and identifying conserved regulators of BH3-only proteins. In C. elegans, the BH3-only protein egl-1 is expressed during development to cell-autonomously trigger most developmental cell deaths. Here we provide evidence that egl-1 is also transcribed after development in the sensory neuron pair URX without inducing apoptosis. We used genetic screening and epistasis analysis to determine that its transcription is regulated in URX by neuronal activity and/or in parallel by orthologs of Protein Kinase G and the Salt-Inducible Kinase family. Because several BH3-only family proteins are also expressed in the adult nervous system of mammals, we suggest that studying egl-1 expression in URX may shed light on mechanisms that regulate conserved family members in higher organisms.}, author = {Cohn, Jesse and Dwivedi, Vivek and Valperga, Giulio and Zarate, Nicole and de Bono, Mario and Horvitz, H. Robert and Pierce, Jonathan T.}, issn = {2160-1836}, journal = {G3: Genes, Genomes, Genetics}, number = {11}, pages = {3703--3714}, publisher = {Genetics Society of America}, title = {{Activity-dependent regulation of the proapoptotic BH3-only gene egl-1 in a living neuron pair in Caenorhabditis elegans}}, doi = {10.1534/g3.119.400654}, volume = {9}, year = {2019}, } @article{7550, abstract = {We consider an optimal control problem for an abstract nonlinear dissipative evolution equation. The differential constraint is penalized by augmenting the target functional by a nonnegative global-in-time functional which is null-minimized in the evolution equation is satisfied. Different variational settings are presented, leading to the convergence of the penalization method for gradient flows, noncyclic and semimonotone flows, doubly nonlinear evolutions, and GENERIC systems. }, author = {Portinale, Lorenzo and Stefanelli, Ulisse}, issn = {1343-4373}, journal = {Advances in Mathematical Sciences and Applications}, number = {2}, pages = {425--447}, publisher = {Gakko Tosho}, title = {{Penalization via global functionals of optimal-control problems for dissipative evolution}}, volume = {28}, year = {2019}, } @unpublished{7552, abstract = {There is increasing evidence that protein binding to specific sites along DNA can activate the reading out of genetic information without coming into direct physical contact with the gene. There also is evidence that these distant but interacting sites are embedded in a liquid droplet of proteins which condenses out of the surrounding solution. We argue that droplet-mediated interactions can account for crucial features of gene regulation only if the droplet is poised at a non-generic point in its phase diagram. We explore a minimal model that embodies this idea, show that this model has a natural mechanism for self-tuning, and suggest direct experimental tests. }, author = {Bialek, William and Gregor, Thomas and Tkačik, Gašper}, booktitle = {arXiv:1912.08579}, pages = {5}, publisher = {ArXiv}, title = {{Action at a distance in transcriptional regulation}}, year = {2019}, } @inproceedings{7576, abstract = {We present the results of a friendly competition for formal verification of continuous and hybrid systems with nonlinear continuous dynamics. The friendly competition took place as part of the workshop Applied Verification for Continuous and Hybrid Systems (ARCH) in 2019. In this year, 6 tools Ariadne, CORA, DynIbex, Flow*, Isabelle/HOL, and JuliaReach (in alphabetic order) participated. They are applied to solve reachability analysis problems on four benchmark problems, one of them with hybrid dynamics. We do not rank the tools based on the results, but show the current status and discover the potential advantages of different tools.}, author = {Immler, Fabian and Althoff, Matthias and Benet, Luis and Chapoutot, Alexandre and Chen, Xin and Forets, Marcelo and Geretti, Luca and Kochdumper, Niklas and Sanders, David P. and Schilling, Christian}, booktitle = {EPiC Series in Computing}, issn = {23987340}, location = {Montreal, Canada}, pages = {41--61}, publisher = {EasyChair Publications}, title = {{ARCH-COMP19 Category Report: Continuous and hybrid systems with nonlinear dynamics}}, doi = {10.29007/m75b}, volume = {61}, year = {2019}, } @unpublished{7627, abstract = {Electrodepositing insulating and insoluble Li2O2 is the key process during discharge of aprotic Li-O2 batteries and determines rate, capacity, and reversibility. Current understanding states that the partition between surface adsorbed and solvated LiO2 governs whether Li2O2 grows as surface film, leading to low capacity even at low rates, or in solution, leading to particles and high capacities. Here we show that Li2O2 forms to the widest extent as particles via solution mediated LiO2 disproportionation. We describe a unified Li2O2 growth model that conclusively explains capacity limitations across the whole range of electrolytes. Deciding for particle morphology, achievable rate and capacities are species mobilities, electrode specific surface area (determining true areal rate) and the concentration distribution of associated LiO2 in solution. Provided that species mobilities and surface are high, high, capacities are possible even with low-donor-number electrolytes, previously considered prototypical for low capacity via surface growth. The tools for these insights are microscopy, hydrodynamic voltammetry, a numerical reaction model, and in situ small/wide angle X-ray scattering (SAXS/WAXS). Combined with sophisticated data analysis, SAXS allows retrieving rich quantitative information from complex multi-phase systems. On a wider perspective, this SAXS method is a powerful in situ metrology with atomic to sub-micron resolution to study mechanisms in complex electrochemical systems and beyond. }, author = {Prehal, Christian and Samojlov, Aleksej and Nachtnebel, Manfred and Kriechbaum, Manfred and Amenitsch, Heinz and Freunberger, Stefan Alexander}, pages = {50}, publisher = {ChemRxiv}, title = {{A revised O2 reduction model in Li-O2 batteries as revealed by in situ small angle X-ray scattering}}, year = {2019}, } @article{7710, abstract = {The number of human genomes being genotyped or sequenced increases exponentially and efficient haplotype estimation methods able to handle this amount of data are now required. Here we present a method, SHAPEIT4, which substantially improves upon other methods to process large genotype and high coverage sequencing datasets. It notably exhibits sub-linear running times with sample size, provides highly accurate haplotypes and allows integrating external phasing information such as large reference panels of haplotypes, collections of pre-phased variants and long sequencing reads. We provide SHAPEIT4 in an open source format and demonstrate its performance in terms of accuracy and running times on two gold standard datasets: the UK Biobank data and the Genome In A Bottle.}, author = {Delaneau, Olivier and Zagury, Jean-François and Robinson, Matthew Richard and Marchini, Jonathan L. and Dermitzakis, Emmanouil T.}, issn = {2041-1723}, journal = {Nature Communications}, publisher = {Springer Nature}, title = {{Accurate, scalable and integrative haplotype estimation}}, doi = {10.1038/s41467-019-13225-y}, volume = {10}, year = {2019}, }