TY - JOUR AB - Nature creates electrons with two values of the spin projection quantum number. In certain applications, it is important to filter electrons with one spin projection from the rest. Such filtering is not trivial, since spin-dependent interactions are often weak, and cannot lead to any substantial effect. Here we propose an efficient spin filter based upon scattering from a two-dimensional crystal, which is made of aligned point magnets. The polarization of the outgoing electron flux is controlled by the crystal, and reaches maximum at specific values of the parameters. In our scheme, polarization increase is accompanied by higher reflectivity of the crystal. High transmission is feasible in scattering from a quantum cavity made of two crystals. Our findings can be used for studies of low-energy spin-dependent scattering from two-dimensional ordered structures made of magnetic atoms or aligned chiral molecules. AU - Ghazaryan, Areg AU - Lemeshko, Mikhail AU - Volosniev, Artem ID - 8652 JF - Communications Physics SN - 2399-3650 TI - Filtering spins by scattering from a lattice of point magnets VL - 3 ER - TY - JOUR AB - Pancreatic islets play an essential role in regulating blood glucose level. Although the molecular pathways underlying islet cell differentiation are beginning to be resolved, the cellular basis of islet morphogenesis and fate allocation remain unclear. By combining unbiased and targeted lineage tracing, we address the events leading to islet formation in the mouse. From the statistical analysis of clones induced at multiple embryonic timepoints, here we show that, during the secondary transition, islet formation involves the aggregation of multiple equipotent endocrine progenitors that transition from a phase of stochastic amplification by cell division into a phase of sublineage restriction and limited islet fission. Together, these results explain quantitatively the heterogeneous size distribution and degree of polyclonality of maturing islets, as well as dispersion of progenitors within and between islets. Further, our results show that, during the secondary transition, α- and β-cells are generated in a contemporary manner. Together, these findings provide insight into the cellular basis of islet development. AU - Sznurkowska, Magdalena K. AU - Hannezo, Edouard B AU - Azzarelli, Roberta AU - Chatzeli, Lemonia AU - Ikeda, Tatsuro AU - Yoshida, Shosei AU - Philpott, Anna AU - Simons, Benjamin D ID - 8669 JF - Nature Communications TI - Tracing the cellular basis of islet specification in mouse pancreas VL - 11 ER - TY - JOUR AB - Cell fate transitions are key to development and homeostasis. It is thus essential to understand the cellular mechanisms controlling fate transitions. Cell division has been implicated in fate decisions in many stem cell types, including neuronal and epithelial progenitors. In other stem cells, such as embryonic stem (ES) cells, the role of division remains unclear. Here, we show that exit from naive pluripotency in mouse ES cells generally occurs after a division. We further show that exit timing is strongly correlated between sister cells, which remain connected by cytoplasmic bridges long after division, and that bridge abscission progressively accelerates as cells exit naive pluripotency. Finally, interfering with abscission impairs naive pluripotency exit, and artificially inducing abscission accelerates it. Altogether, our data indicate that a switch in the division machinery leading to faster abscission regulates pluripotency exit. Our study identifies abscission as a key cellular process coupling cell division to fate transitions. AU - Chaigne, Agathe AU - Labouesse, Céline AU - White, Ian J. AU - Agnew, Meghan AU - Hannezo, Edouard B AU - Chalut, Kevin J. AU - Paluch, Ewa K. ID - 8672 IS - 2 JF - Developmental Cell SN - 15345807 TI - Abscission couples cell division to embryonic stem cell fate VL - 55 ER - TY - JOUR AB - In the computation of the material properties of random alloys, the method of 'special quasirandom structures' attempts to approximate the properties of the alloy on a finite volume with higher accuracy by replicating certain statistics of the random atomic lattice in the finite volume as accurately as possible. In the present work, we provide a rigorous justification for a variant of this method in the framework of the Thomas–Fermi–von Weizsäcker (TFW) model. Our approach is based on a recent analysis of a related variance reduction method in stochastic homogenization of linear elliptic PDEs and the locality properties of the TFW model. Concerning the latter, we extend an exponential locality result by Nazar and Ortner to include point charges, a result that may be of independent interest. AU - Fischer, Julian L AU - Kniely, Michael ID - 8697 IS - 11 JF - Nonlinearity SN - 09517715 TI - Variance reduction for effective energies of random lattices in the Thomas-Fermi-von Weizsäcker model VL - 33 ER - TY - JOUR AB - Animal development entails the organization of specific cell types in space and time, and spatial patterns must form in a robust manner. In the zebrafish spinal cord, neural progenitors form stereotypic patterns despite noisy morphogen signaling and large-scale cellular rearrangements during morphogenesis and growth. By directly measuring adhesion forces and preferences for three types of endogenous neural progenitors, we provide evidence for the differential adhesion model in which differences in intercellular adhesion mediate cell sorting. Cell type–specific combinatorial expression of different classes of cadherins (N-cadherin, cadherin 11, and protocadherin 19) results in homotypic preference ex vivo and patterning robustness in vivo. Furthermore, the differential adhesion code is regulated by the sonic hedgehog morphogen gradient. We propose that robust patterning during tissue morphogenesis results from interplay between adhesion-based self-organization and morphogen-directed patterning. AU - Tsai, Tony Y.-C. AU - Sikora, Mateusz K AU - Xia, Peng AU - Colak-Champollion, Tugba AU - Knaut, Holger AU - Heisenberg, Carl-Philipp J AU - Megason, Sean G. ID - 8680 IS - 6512 JF - Science KW - Multidisciplinary SN - 0036-8075 TI - An adhesion code ensures robust pattern formation during tissue morphogenesis VL - 370 ER - TY - JOUR AB - The α–z Rényi relative entropies are a two-parameter family of Rényi relative entropies that are quantum generalizations of the classical α-Rényi relative entropies. In the work [Adv. Math. 365, 107053 (2020)], we decided the full range of (α, z) for which the data processing inequality (DPI) is valid. In this paper, we give algebraic conditions for the equality in DPI. For the full range of parameters (α, z), we give necessary conditions and sufficient conditions. For most parameters, we give equivalent conditions. This generalizes and strengthens the results of Leditzky et al. [Lett. Math. Phys. 107, 61–80 (2017)]. AU - Zhang, Haonan ID - 8670 IS - 10 JF - Journal of Mathematical Physics SN - 00222488 TI - Equality conditions of data processing inequality for α-z Rényi relative entropies VL - 61 ER - TY - JOUR AB - The brain represents and reasons probabilistically about complex stimuli and motor actions using a noisy, spike-based neural code. A key building block for such neural computations, as well as the basis for supervised and unsupervised learning, is the ability to estimate the surprise or likelihood of incoming high-dimensional neural activity patterns. Despite progress in statistical modeling of neural responses and deep learning, current approaches either do not scale to large neural populations or cannot be implemented using biologically realistic mechanisms. Inspired by the sparse and random connectivity of real neuronal circuits, we present a model for neural codes that accurately estimates the likelihood of individual spiking patterns and has a straightforward, scalable, efficient, learnable, and realistic neural implementation. This model’s performance on simultaneously recorded spiking activity of >100 neurons in the monkey visual and prefrontal cortices is comparable with or better than that of state-of-the-art models. Importantly, the model can be learned using a small number of samples and using a local learning rule that utilizes noise intrinsic to neural circuits. Slower, structural changes in random connectivity, consistent with rewiring and pruning processes, further improve the efficiency and sparseness of the resulting neural representations. Our results merge insights from neuroanatomy, machine learning, and theoretical neuroscience to suggest random sparse connectivity as a key design principle for neuronal computation. AU - Maoz, Ori AU - Tkačik, Gašper AU - Esteki, Mohamad Saleh AU - Kiani, Roozbeh AU - Schneidman, Elad ID - 8698 IS - 40 JF - Proceedings of the National Academy of Sciences of the United States of America SN - 00278424 TI - Learning probabilistic neural representations with randomly connected circuits VL - 117 ER - TY - CONF AB - Traditional robotic control suits require profound task-specific knowledge for designing, building and testing control software. The rise of Deep Learning has enabled end-to-end solutions to be learned entirely from data, requiring minimal knowledge about the application area. We design a learning scheme to train end-to-end linear dynamical systems (LDS)s by gradient descent in imitation learning robotic domains. We introduce a new regularization loss component together with a learning algorithm that improves the stability of the learned autonomous system, by forcing the eigenvalues of the internal state updates of an LDS to be negative reals. We evaluate our approach on a series of real-life and simulated robotic experiments, in comparison to linear and nonlinear Recurrent Neural Network (RNN) architectures. Our results show that our stabilizing method significantly improves test performance of LDS, enabling such linear models to match the performance of contemporary nonlinear RNN architectures. A video of the obstacle avoidance performance of our method on a mobile robot, in unseen environments, compared to other methods can be viewed at https://youtu.be/mhEsCoNao5E. AU - Lechner, Mathias AU - Hasani, Ramin AU - Rus, Daniela AU - Grosu, Radu ID - 8704 SN - 10504729 T2 - Proceedings - IEEE International Conference on Robotics and Automation TI - Gershgorin loss stabilizes the recurrent neural network compartment of an end-to-end robot learning scheme ER - TY - GEN AB - A binary neutron star merger has been observed in a multi-messenger detection of gravitational wave (GW) and electromagnetic (EM) radiation. Binary neutron stars that merge within a Hubble time, as well as many other compact binaries, are expected to form via common envelope evolution. Yet five decades of research on common envelope evolution have not yet resulted in a satisfactory understanding of the multi-spatial multi-timescale evolution for the systems that lead to compact binaries. In this paper, we report on the first successful simulations of common envelope ejection leading to binary neutron star formation in 3D hydrodynamics. We simulate the dynamical inspiral phase of the interaction between a 12M⊙ red supergiant and a 1.4M⊙ neutron star for different initial separations and initial conditions. For all of our simulations, we find complete envelope ejection and final orbital separations of af≈1.3-5.1R⊙ depending on the simulation and criterion, leading to binary neutron stars that can merge within a Hubble time. We find αCE-equivalent efficiencies of ≈0.1-2.7 depending on the simulation and criterion, but this may be specific for these extended progenitors. We fully resolve the core of the star to ≲0.005R⊙ and our 3D hydrodynamics simulations are informed by an adjusted 1D analytic energy formalism and a 2D kinematics study in order to overcome the prohibitive computational cost of simulating these systems. The framework we develop in this paper can be used to simulate a wide variety of interactions between stars, from stellar mergers to common envelope episodes leading to GW sources. AU - Jamie A. P. Law-Smith, Jamie A. P. Law-Smith AU - Everson, Rosa Wallace AU - Enrico Ramirez-Ruiz, Enrico Ramirez-Ruiz AU - Mink, Selma E. de AU - Son, Lieke A. C. van AU - Götberg, Ylva Louise Linsdotter AU - Zellmann, Stefan AU - Alejandro Vigna-Gómez, Alejandro Vigna-Gómez AU - Renzo, Mathieu AU - Wu, Samantha AU - Schrøder, Sophie L. AU - Foley, Ryan J. AU - Tenley Hutchinson-Smith, Tenley Hutchinson-Smith ID - 14096 T2 - arXiv TI - Successful common envelope ejection and binary neutron star formation in 3D hydrodynamics ER - TY - JOUR AB - In the high spin–orbit-coupled Sr2IrO4, the high sensitivity of the ground state to the details of the local lattice structure shows a large potential for the manipulation of the functional properties by inducing local lattice distortions. We use epitaxial strain to modify the Ir–O bond geometry in Sr2IrO4 and perform momentum-dependent resonant inelastic X-ray scattering (RIXS) at the metal and at the ligand sites to unveil the response of the low-energy elementary excitations. We observe that the pseudospin-wave dispersion for tensile-strained Sr2IrO4 films displays large softening along the [h,0] direction, while along the [h,h] direction it shows hardening. This evolution reveals a renormalization of the magnetic interactions caused by a strain-driven cross-over from anisotropic to isotropic interactions between the magnetic moments. Moreover, we detect dispersive electron–hole pair excitations which shift to lower (higher) energies upon compressive (tensile) strain, manifesting a reduction (increase) in the size of the charge gap. This behavior shows an intimate coupling between charge excitations and lattice distortions in Sr2IrO4, originating from the modified hopping elements between the t2g orbitals. Our work highlights the central role played by the lattice degrees of freedom in determining both the pseudospin and charge excitations of Sr2IrO4 and provides valuable information toward the control of the ground state of complex oxides in the presence of high spin–orbit coupling. AU - Paris, Eugenio AU - Tseng, Yi AU - Paerschke, Ekaterina AU - Zhang, Wenliang AU - Upton, Mary H AU - Efimenko, Anna AU - Rolfs, Katharina AU - McNally, Daniel E AU - Maurel, Laura AU - Naamneh, Muntaser AU - Caputo, Marco AU - Strocov, Vladimir N AU - Wang, Zhiming AU - Casa, Diego AU - Schneider, Christof W AU - Pomjakushina, Ekaterina AU - Wohlfeld, Krzysztof AU - Radovic, Milan AU - Schmitt, Thorsten ID - 8699 IS - 40 JF - Proceedings of the National Academy of Sciences of the United States of America SN - 00278424 TI - Strain engineering of the charge and spin-orbital interactions in Sr2IrO4 VL - 117 ER - TY - JOUR AB - Mitochondrial complex I couples NADH:ubiquinone oxidoreduction to proton pumping by an unknown mechanism. Here, we present cryo-electron microscopy structures of ovine complex I in five different conditions, including turnover, at resolutions up to 2.3 to 2.5 angstroms. Resolved water molecules allowed us to experimentally define the proton translocation pathways. Quinone binds at three positions along the quinone cavity, as does the inhibitor rotenone that also binds within subunit ND4. Dramatic conformational changes around the quinone cavity couple the redox reaction to proton translocation during open-to-closed state transitions of the enzyme. In the induced deactive state, the open conformation is arrested by the ND6 subunit. We propose a detailed molecular coupling mechanism of complex I, which is an unexpected combination of conformational changes and electrostatic interactions. AU - Kampjut, Domen AU - Sazanov, Leonid A ID - 8737 IS - 6516 JF - Science TI - The coupling mechanism of mammalian respiratory complex I VL - 370 ER - TY - CONF AB - Load imbalance pervasively exists in distributed deep learning training systems, either caused by the inherent imbalance in learned tasks or by the system itself. Traditional synchronous Stochastic Gradient Descent (SGD) achieves good accuracy for a wide variety of tasks, but relies on global synchronization to accumulate the gradients at every training step. In this paper, we propose eager-SGD, which relaxes the global synchronization for decentralized accumulation. To implement eager-SGD, we propose to use two partial collectives: solo and majority. With solo allreduce, the faster processes contribute their gradients eagerly without waiting for the slower processes, whereas with majority allreduce, at least half of the participants must contribute gradients before continuing, all without using a central parameter server. We theoretically prove the convergence of the algorithms and describe the partial collectives in detail. Experimental results on load-imbalanced environments (CIFAR-10, ImageNet, and UCF101 datasets) show that eager-SGD achieves 1.27x speedup over the state-of-the-art synchronous SGD, without losing accuracy. AU - Li, Shigang AU - Tal Ben-Nun, Tal Ben-Nun AU - Girolamo, Salvatore Di AU - Alistarh, Dan-Adrian AU - Hoefler, Torsten ID - 8722 T2 - Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming TI - Taming unbalanced training workloads in deep learning with partial collective operations ER - TY - JOUR AB - Understanding the conformational sampling of translation-arrested ribosome nascent chain complexes is key to understand co-translational folding. Up to now, coupling of cysteine oxidation, disulfide bond formation and structure formation in nascent chains has remained elusive. Here, we investigate the eye-lens protein γB-crystallin in the ribosomal exit tunnel. Using mass spectrometry, theoretical simulations, dynamic nuclear polarization-enhanced solid-state nuclear magnetic resonance and cryo-electron microscopy, we show that thiol groups of cysteine residues undergo S-glutathionylation and S-nitrosylation and form non-native disulfide bonds. Thus, covalent modification chemistry occurs already prior to nascent chain release as the ribosome exit tunnel provides sufficient space even for disulfide bond formation which can guide protein folding. AU - Schulte, Linda AU - Mao, Jiafei AU - Reitz, Julian AU - Sreeramulu, Sridhar AU - Kudlinzki, Denis AU - Hodirnau, Victor-Valentin AU - Meier-Credo, Jakob AU - Saxena, Krishna AU - Buhr, Florian AU - Langer, Julian D. AU - Blackledge, Martin AU - Frangakis, Achilleas S. AU - Glaubitz, Clemens AU - Schwalbe, Harald ID - 8744 JF - Nature Communications KW - General Biochemistry KW - Genetics and Molecular Biology KW - General Physics and Astronomy KW - General Chemistry SN - 2041-1723 TI - Cysteine oxidation and disulfide formation in the ribosomal exit tunnel VL - 11 ER - TY - GEN AB - The Habitable Exoplanet Observatory, or HabEx, has been designed to be the Great Observatory of the 2030s. For the first time in human history, technologies have matured sufficiently to enable an affordable space-based telescope mission capable of discovering and characterizing Earthlike planets orbiting nearby bright sunlike stars in order to search for signs of habitability and biosignatures. Such a mission can also be equipped with instrumentation that will enable broad and exciting general astrophysics and planetary science not possible from current or planned facilities. HabEx is a space telescope with unique imaging and multi-object spectroscopic capabilities at wavelengths ranging from ultraviolet (UV) to near-IR. These capabilities allow for a broad suite of compelling science that cuts across the entire NASA astrophysics portfolio. HabEx has three primary science goals: (1) Seek out nearby worlds and explore their habitability; (2) Map out nearby planetary systems and understand the diversity of the worlds they contain; (3) Enable new explorations of astrophysical systems from our own solar system to external galaxies by extending our reach in the UV through near-IR. This Great Observatory science will be selected through a competed GO program, and will account for about 50% of the HabEx primary mission. The preferred HabEx architecture is a 4m, monolithic, off-axis telescope that is diffraction-limited at 0.4 microns and is in an L2 orbit. HabEx employs two starlight suppression systems: a coronagraph and a starshade, each with their own dedicated instrument. AU - Gaudi, B. Scott AU - Seager, Sara AU - Mennesson, Bertrand AU - Kiessling, Alina AU - Warfield, Keith AU - Cahoy, Kerri AU - Clarke, John T. AU - Shawn Domagal-Goldman, Shawn Domagal-Goldman AU - Feinberg, Lee AU - Guyon, Olivier AU - Kasdin, Jeremy AU - Mawet, Dimitri AU - Plavchan, Peter AU - Robinson, Tyler AU - Rogers, Leslie AU - Scowen, Paul AU - Somerville, Rachel AU - Stapelfeldt, Karl AU - Stark, Christopher AU - Stern, Daniel AU - Turnbull, Margaret AU - Amini, Rashied AU - Kuan, Gary AU - Martin, Stefan AU - Morgan, Rhonda AU - Redding, David AU - Stahl, H. Philip AU - Webb, Ryan AU - Oscar Alvarez-Salazar, Oscar Alvarez-Salazar AU - Arnold, William L. AU - Arya, Manan AU - Balasubramanian, Bala AU - Baysinger, Mike AU - Bell, Ray AU - Below, Chris AU - Benson, Jonathan AU - Blais, Lindsey AU - Booth, Jeff AU - Bourgeois, Robert AU - Bradford, Case AU - Brewer, Alden AU - Brooks, Thomas AU - Cady, Eric AU - Caldwell, Mary AU - Calvet, Rob AU - Carr, Steven AU - Chan, Derek AU - Cormarkovic, Velibor AU - Coste, Keith AU - Cox, Charlie AU - Danner, Rolf AU - Davis, Jacqueline AU - Dewell, Larry AU - Dorsett, Lisa AU - Dunn, Daniel AU - East, Matthew AU - Effinger, Michael AU - Eng, Ron AU - Freebury, Greg AU - Garcia, Jay AU - Gaskin, Jonathan AU - Greene, Suzan AU - Hennessy, John AU - Hilgemann, Evan AU - Hood, Brad AU - Holota, Wolfgang AU - Howe, Scott AU - Huang, Pei AU - Hull, Tony AU - Hunt, Ron AU - Hurd, Kevin AU - Johnson, Sandra AU - Kissil, Andrew AU - Knight, Brent AU - Kolenz, Daniel AU - Kraus, Oliver AU - Krist, John AU - Li, Mary AU - Lisman, Doug AU - Mandic, Milan AU - Mann, John AU - Marchen, Luis AU - Colleen Marrese-Reading, Colleen Marrese-Reading AU - McCready, Jonathan AU - McGown, Jim AU - Missun, Jessica AU - Miyaguchi, Andrew AU - Moore, Bradley AU - Nemati, Bijan AU - Nikzad, Shouleh AU - Nissen, Joel AU - Novicki, Megan AU - Perrine, Todd AU - Pineda, Claudia AU - Polanco, Otto AU - Putnam, Dustin AU - Qureshi, Atif AU - Richards, Michael AU - Riggs, A. J. Eldorado AU - Rodgers, Michael AU - Rud, Mike AU - Saini, Navtej AU - Scalisi, Dan AU - Scharf, Dan AU - Schulz, Kevin AU - Serabyn, Gene AU - Sigrist, Norbert AU - Sikkia, Glory AU - Singleton, Andrew AU - Shaklan, Stuart AU - Smith, Scott AU - Southerd, Bart AU - Stahl, Mark AU - Steeves, John AU - Sturges, Brian AU - Sullivan, Chris AU - Tang, Hao AU - Taras, Neil AU - Tesch, Jonathan AU - Therrell, Melissa AU - Tseng, Howard AU - Valente, Marty AU - Buren, David Van AU - Villalvazo, Juan AU - Warwick, Steve AU - Webb, David AU - Westerhoff, Thomas AU - Wofford, Rush AU - Wu, Gordon AU - Woo, Jahning AU - Wood, Milana AU - Ziemer, John AU - Arney, Giada AU - Anderson, Jay AU - Jesús Maíz-Apellániz, Jesús Maíz-Apellániz AU - Bartlett, James AU - Belikov, Ruslan AU - Bendek, Eduardo AU - Cenko, Brad AU - Douglas, Ewan AU - Dulz, Shannon AU - Evans, Chris AU - Faramaz, Virginie AU - Feng, Y. Katherina AU - Ferguson, Harry AU - Follette, Kate AU - Ford, Saavik AU - García, Miriam AU - Geha, Marla AU - Gelino, Dawn AU - Götberg, Ylva Louise Linsdotter AU - Hildebrandt, Sergi AU - Hu, Renyu AU - Jahnke, Knud AU - Kennedy, Grant AU - Kreidberg, Laura AU - Isella, Andrea AU - Lopez, Eric AU - Marchis, Franck AU - Macri, Lucas AU - Marley, Mark AU - Matzko, William AU - Mazoyer, Johan AU - McCandliss, Stephan AU - Meshkat, Tiffany AU - Mordasini, Christoph AU - Morris, Patrick AU - Nielsen, Eric AU - Newman, Patrick AU - Petigura, Erik AU - Postman, Marc AU - Reines, Amy AU - Roberge, Aki AU - Roederer, Ian AU - Ruane, Garreth AU - Schwieterman, Edouard AU - Sirbu, Dan AU - Spalding, Christopher AU - Teplitz, Harry AU - Tumlinson, Jason AU - Turner, Neal AU - Werk, Jessica AU - Wofford, Aida AU - Wyatt, Mark AU - Young, Amber AU - Zellem, Rob ID - 14095 T2 - arXiv TI - The habitable exoplanet observatory (HabEx) mission concept study final report ER - TY - JOUR AB - Resources are rarely distributed uniformly within a population. Heterogeneity in the concentration of a drug, the quality of breeding sites, or wealth can all affect evolutionary dynamics. In this study, we represent a collection of properties affecting the fitness at a given location using a color. A green node is rich in resources while a red node is poorer. More colors can represent a broader spectrum of resource qualities. For a population evolving according to the birth-death Moran model, the first question we address is which structures, identified by graph connectivity and graph coloring, are evolutionarily equivalent. We prove that all properly two-colored, undirected, regular graphs are evolutionarily equivalent (where “properly colored” means that no two neighbors have the same color). We then compare the effects of background heterogeneity on properly two-colored graphs to those with alternative schemes in which the colors are permuted. Finally, we discuss dynamic coloring as a model for spatiotemporal resource fluctuations, and we illustrate that random dynamic colorings often diminish the effects of background heterogeneity relative to a proper two-coloring. AU - Kaveh, Kamran AU - McAvoy, Alex AU - Chatterjee, Krishnendu AU - Nowak, Martin A. ID - 8767 IS - 11 JF - PLOS Computational Biology KW - Ecology KW - Modelling and Simulation KW - Computational Theory and Mathematics KW - Genetics KW - Ecology KW - Evolution KW - Behavior and Systematics KW - Molecular Biology KW - Cellular and Molecular Neuroscience SN - 1553-734X TI - The Moran process on 2-chromatic graphs VL - 16 ER - TY - CONF AB - Efficiently handling time-triggered and possibly nondeterministic switches for hybrid systems reachability is a challenging task. In this paper we present an approach based on conservative set-based enclosure of the dynamics that can handle systems with uncertain parameters and inputs, where the uncertainties are bound to given intervals. The method is evaluated on the plant model of an experimental electro-mechanical braking system with periodic controller. In this model, the fast-switching controller dynamics requires simulation time scales of the order of nanoseconds. Accurate set-based computations for relatively large time horizons are known to be expensive. However, by appropriately decoupling the time variable with respect to the spatial variables, and enclosing the uncertain parameters using interval matrix maps acting on zonotopes, we show that the computation time can be lowered to 5000 times faster with respect to previous works. This is a step forward in formal verification of hybrid systems because reduced run-times allow engineers to introduce more expressiveness in their models with a relatively inexpensive computational cost. AU - Forets, Marcelo AU - Freire, Daniel AU - Schilling, Christian ID - 8750 SN - 9781728191485 T2 - 18th ACM-IEEE International Conference on Formal Methods and Models for System Design TI - Efficient reachability analysis of parametric linear hybrid systems with time-triggered transitions ER - TY - JOUR AB - We consider various modeling levels for spatially homogeneous chemical reaction systems, namely the chemical master equation, the chemical Langevin dynamics, and the reaction-rate equation. Throughout we restrict our study to the case where the microscopic system satisfies the detailed-balance condition. The latter allows us to enrich the systems with a gradient structure, i.e. the evolution is given by a gradient-flow equation. We present the arising links between the associated gradient structures that are driven by the relative entropy of the detailed-balance steady state. The limit of large volumes is studied in the sense of evolutionary Γ-convergence of gradient flows. Moreover, we use the gradient structures to derive hybrid models for coupling different modeling levels. AU - Maas, Jan AU - Mielke, Alexander ID - 8758 IS - 6 JF - Journal of Statistical Physics SN - 00224715 TI - Modeling of chemical reaction systems with detailed balance using gradient structures VL - 181 ER - TY - GEN AB - This dataset comprises all data shown in the figures of the submitted article "Surpassing the resistance quantum with a geometric superinductor". Additional raw data are available from the corresponding author on reasonable request. AU - Peruzzo, Matilda AU - Trioni, Andrea AU - Hassani, Farid AU - Zemlicka, Martin AU - Fink, Johannes M ID - 13070 TI - Surpassing the resistance quantum with a geometric superinductor ER - TY - JOUR AB - Breakdown of vascular barriers is a major complication of inflammatory diseases. Anucleate platelets form blood-clots during thrombosis, but also play a crucial role in inflammation. While spatio-temporal dynamics of clot formation are well characterized, the cell-biological mechanisms of platelet recruitment to inflammatory micro-environments remain incompletely understood. Here we identify Arp2/3-dependent lamellipodia formation as a prominent morphological feature of immune-responsive platelets. Platelets use lamellipodia to scan for fibrin(ogen) deposited on the inflamed vasculature and to directionally spread, to polarize and to govern haptotactic migration along gradients of the adhesive ligand. Platelet-specific abrogation of Arp2/3 interferes with haptotactic repositioning of platelets to microlesions, thus impairing vascular sealing and provoking inflammatory microbleeding. During infection, haptotaxis promotes capture of bacteria and prevents hematogenic dissemination, rendering platelets gate-keepers of the inflamed microvasculature. Consequently, these findings identify haptotaxis as a key effector function of immune-responsive platelets. AU - Nicolai, Leo AU - Schiefelbein, Karin AU - Lipsky, Silvia AU - Leunig, Alexander AU - Hoffknecht, Marie AU - Pekayvaz, Kami AU - Raude, Ben AU - Marx, Charlotte AU - Ehrlich, Andreas AU - Pircher, Joachim AU - Zhang, Zhe AU - Saleh, Inas AU - Marel, Anna-Kristina AU - Löf, Achim AU - Petzold, Tobias AU - Lorenz, Michael AU - Stark, Konstantin AU - Pick, Robert AU - Rosenberger, Gerhild AU - Weckbach, Ludwig AU - Uhl, Bernd AU - Xia, Sheng AU - Reichel, Christoph Andreas AU - Walzog, Barbara AU - Schulz, Christian AU - Zheden, Vanessa AU - Bender, Markus AU - Li, Rong AU - Massberg, Steffen AU - Gärtner, Florian R ID - 8787 JF - Nature Communications TI - Vascular surveillance by haptotactic blood platelets in inflammation and infection VL - 11 ER - TY - JOUR AB - Cooperation is a ubiquitous and beneficial behavioural trait despite being prone to exploitation by free-riders. Hence, cooperative populations are prone to invasions by selfish individuals. However, a population consisting of only free-riders typically does not survive. Thus, cooperators and free-riders often coexist in some proportion. An evolutionary version of a Snowdrift Game proved its efficiency in analysing this phenomenon. However, what if the system has already reached its stable state but was perturbed due to a change in environmental conditions? Then, individuals may have to re-learn their effective strategies. To address this, we consider behavioural mistakes in strategic choice execution, which we refer to as incompetence. Parametrising the propensity to make such mistakes allows for a mathematical description of learning. We compare strategies based on their relative strategic advantage relying on both fitness and learning factors. When strategies are learned at distinct rates, allowing learning according to a prescribed order is optimal. Interestingly, the strategy with the lowest strategic advantage should be learnt first if we are to optimise fitness over the learning path. Then, the differences between strategies are balanced out in order to minimise the effect of behavioural uncertainty. AU - Kleshnina, Maria AU - Streipert, Sabrina AU - Filar, Jerzy AU - Chatterjee, Krishnendu ID - 8789 IS - 11 JF - Mathematics TI - Prioritised learning in snowdrift-type games VL - 8 ER -