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Estimating Impacts and Trade-offs in Solar Geoengineering Scenarios With a Moist Energy Balance Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Lutsko, Nicholas J.;  Seeley, Jacob T.;  Keith, David W.
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
solar geoengineering  energy balance models  climate impacts  
Action of a minimal contractile bactericidal nanomachine 期刊论文
NATURE, 2020, 580 (7805) : 658-+
作者:  Peng, Ruchao;  Xu, Xin;  Jing, Jiamei;  Wang, Min;  Peng, Qi;  Liu, Sheng;  Wu, Ying;  Bao, Xichen;  Wang, Peiyi;  Qi, Jianxun;  Gao, George F.;  Shi, Yi
收藏  |  浏览/下载:13/0  |  提交时间:2020/07/03

The authors report near-atomic resolution structures of the R-type bacteriocin from Pseudomonas aeruginosa in the pre-contraction and post-contraction states, and these structures provide insight into the mechanism of action of molecular syringes.


R-type bacteriocins are minimal contractile nanomachines that hold promise as precision antibiotics(1-4). Each bactericidal complex uses a collar to bridge a hollow tube with a contractile sheath loaded in a metastable state by a baseplate scaffold(1,2). Fine-tuning of such nucleic acid-free protein machines for precision medicine calls for an atomic description of the entire complex and contraction mechanism, which is not available from baseplate structures of the (DNA-containing) T4 bacteriophage(5). Here we report the atomic model of the complete R2 pyocin in its pre-contraction and post-contraction states, each containing 384 subunits of 11 unique atomic models of 10 gene products. Comparison of these structures suggests the following sequence of events during pyocin contraction: tail fibres trigger lateral dissociation of baseplate triplexes  the dissociation then initiates a cascade of events leading to sheath contraction  and this contraction converts chemical energy into mechanical force to drive the iron-tipped tube across the bacterial cell surface, killing the bacterium.


  
Probing the core of the strong nuclear interaction 期刊论文
NATURE, 2020, 578 (7796) : 540-+
作者:  Bialas, Allison R.;  Presumey, Jessy;  Das, Abhishek;  van der Poel, Cees E.;  Lapchak, Peter H.;  Mesin, Luka;  Victora, Gabriel;  Tsokos, George C.;  Mawrin, Christian;  Herbst, Ronald;  Carroll, Michael C.
收藏  |  浏览/下载:16/0  |  提交时间:2020/07/03

High-energy electron scattering that can isolate pairs of nucleons in high-momentum configurations reveals a transition to spin-independent scalar forces at small separation distances, supporting the use of point-like nucleon models to describe dense nuclear systems.


The strong nuclear interaction between nucleons (protons and neutrons) is the effective force that holds the atomic nucleus together. This force stems from fundamental interactions between quarks and gluons (the constituents of nucleons) that are described by the equations of quantum chromodynamics. However, as these equations cannot be solved directly, nuclear interactions are described using simplified models, which are well constrained at typical inter-nucleon distances(1-5) but not at shorter distances. This limits our ability to describe high-density nuclear matter such as that in the cores of neutron stars(6). Here we use high-energy electron scattering measurements that isolate nucleon pairs in short-distance, high-momentum configurations(7-9), accessing a kinematical regime that has not been previously explored by experiments, corresponding to relative momenta between the pair above 400 megaelectronvolts per c (c, speed of light in vacuum). As the relative momentum between two nucleons increases and their separation thereby decreases, we observe a transition from a spin-dependent tensor force to a predominantly spin-independent scalar force. These results demonstrate the usefulness of using such measurements to study the nuclear interaction at short distances and also support the use of point-like nucleon models with two- and three-body effective interactions to describe nuclear systems up to densities several times higher than the central density of the nucleus.


  
Fully hardware-implemented memristor convolutional neural network 期刊论文
NATURE, 2020, 577 (7792) : 641-+
作者:  Yoshioka-Kobayashi, Kumiko;  Matsumiya, Marina;  Niino, Yusuke;  Isomura, Akihiro;  Kori, Hiroshi;  Miyawaki, Atsushi;  Kageyama, Ryoichiro
收藏  |  浏览/下载:39/0  |  提交时间:2020/07/03

Memristor-enabled neuromorphic computing systems provide a fast and energy-efficient approach to training neural networks(1-4). However, convolutional neural networks (CNNs)-one of the most important models for image recognition(5)-have not yet been fully hardware-implemented using memristor crossbars, which are cross-point arrays with a memristor device at each intersection. Moreover, achieving software-comparable results is highly challenging owing to the poor yield, large variation and other non-ideal characteristics of devices(6-9). Here we report the fabrication of high-yield, high-performance and uniform memristor crossbar arrays for the implementation of CNNs, which integrate eight 2,048-cell memristor arrays to improve parallel-computing efficiency. In addition, we propose an effective hybrid-training method to adapt to device imperfections and improve the overall system performance. We built a five-layer memristor-based CNN to perform MNIST10 image recognition, and achieved a high accuracy of more than 96 per cent. In addition to parallel convolutions using different kernels with shared inputs, replication of multiple identical kernels in memristor arrays was demonstrated for processing different inputs in parallel. The memristor-based CNN neuromorphic system has an energy efficiency more than two orders of magnitude greater than that of state-of-the-art graphics-processing units, and is shown to be scalable to larger networks, such as residual neural networks. Our results are expected to enable a viable memristor-based non-von Neumann hardware solution for deep neural networks and edge computing.


  
Midwinter Suppression of Storm Tracks in an Idealized Zonally Symmetric Setting 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (1) : 297-313
作者:  Novak, Lenka;  Schneider, Tapio;  Ait-Chaalal, Farid
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
Baroclinic flows  Eddies  Large-scale motions  Kinetic energy  Storm environments  General circulation models  
Effects of Rotation on the Multiscale Organization of Convection in a Global 2D Cloud-Resolving Model 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (11) : 3669-3696
作者:  Yang, Qiu;  Majda, Andrew J.;  Brenowitz, Noah D.
收藏  |  浏览/下载:4/0  |  提交时间:2020/02/17
Convection  Madden-Julian oscillation  Mesoscale systems  Synoptic-scale processes  Energy budget  balance  Cloud resolving models  
Sectoral energy efficiency improvements in Taiwan: Evaluations using a hybrid of top-down and bottom-up models 期刊论文
ENERGY POLICY, 2019, 132: 1241-1255
作者:  Wu, Yi-Hua;  Liu, Chia-Hao;  Hung, Ming-Lung;  Liu, Tzu-Yar;  Masui, Toshihiko
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
Energy efficiency improvements  Integrated assessment models  Taiwan 2050 Calculator  Asia-Pacific Integrated Model/CGE  Taiwan  
On simple representations of the climate response to external radiative forcing 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3131-3145
作者:  Rohrschneider, Tim;  Stevens, Bjorn;  Mauritsen, Thorsten
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
Nonconstant global feedback  Energy balance models  Timescales  
The Influence of Gravity Waves on the Slope of the Kinetic Energy Spectrum in Simulations of Idealized Midlatitude Cyclones 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (7) : 2103-2122
作者:  Menchaca, Maximo Q.;  Durran, Dale R.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Gravity waves  Mountain waves  Topographic effects  Boundary layer  Kinetic energy  Spectral analysis  models  distribution  
The discourses of power - governmental approaches to business models in the renewable energy transition 期刊论文
ENERGY POLICY, 2019, 130: 41-59
作者:  Bryant, Scott T.;  Straker, Karla;  Wrigley, Cara
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Energy strategy discourses  Government energy policy  Energy utility  Variable renewable energy (VRE)  Business models  Content analysis