3,636 research outputs found
Operations between sets in geometry
An investigation is launched into the fundamental characteristics of
operations on and between sets, with a focus on compact convex sets and star
sets (compact sets star-shaped with respect to the origin) in -dimensional
Euclidean space . For example, it is proved that if , with three
trivial exceptions, an operation between origin-symmetric compact convex sets
is continuous in the Hausdorff metric, GL(n) covariant, and associative if and
only if it is addition for some . It is also
demonstrated that if , an operation * between compact convex sets is
continuous in the Hausdorff metric, GL(n) covariant, and has the identity
property (i.e., for all compact convex sets , where
denotes the origin) if and only if it is Minkowski addition. Some analogous
results for operations between star sets are obtained. An operation called
-addition is generalized and systematically studied for the first time.
Geometric-analytic formulas that characterize continuous and GL(n)-covariant
operations between compact convex sets in terms of -addition are
established. The term "polynomial volume" is introduced for the property of
operations * between compact convex or star sets that the volume of ,
, is a polynomial in the variables and . It is proved that if
, with three trivial exceptions, an operation between origin-symmetric
compact convex sets is continuous in the Hausdorff metric, GL(n) covariant,
associative, and has polynomial volume if and only if it is Minkowski addition
A Study of Mineral Impurities within the Georgia Kaolins
The mining industry located along the fall line region of central Georgia has been and remains as one of the largest global exporters of the clay mineral kaolinite. Among the kaolin deposits in that region, the Cretaceous Buffalo Creek formation and the Eocene Jeffersonville member contain the most commercially viable kaolin to extract and process for resale. The minerals of the sand and silt fractions of these kaolin units were separated via dense liquid separation and analyzed for comparison by X-ray diffraction, scanning electron microscopy, and elemental analysis. The dense fractions are enriched in select heavy minerals (zircon and rutile) and trace elements (rare earth). These elemental enrichments and the differences in the mineral maturity of these gangue (grit) fractions suggest differences in the provenance of the gangue minerals between these two different kaolins
Dynamic Resource Allocation in Conservation Planning
Consider the problem of protecting endangered species by
selecting patches of land to be used for conservation purposes.
Typically, the availability of patches changes over time, and
recommendations must be made dynamically. This is a challenging
prototypical example of a sequential optimization
problem under uncertainty in computational sustainability. Existing
techniques do not scale to problems of realistic size. In
this paper, we develop an efficient algorithm for adaptively
making recommendations for dynamic conservation planning,
and prove that it obtains near-optimal performance. We further
evaluate our approach on a detailed reserve design case study
of conservation planning for three rare species in the Pacific
Northwest of the United States
The access control double bind: how everyday interfaces regulate access and privacy, enable surveillance, and enforce identity.
Access controls are an inescapable and deceptively mundane requirement for accessing digital applications and platforms. These systems enable and enforce practices related to access, ownership, privacy, and surveillance. Companies use access controls to dictate and enforce terms of use for digital media, platforms, and technologies. The technical implementation of these systems is well understood. However, this paper instead uses digital game software and platforms as a case study to analyze the broader socio-technical, and often inequitable, interactions these elements regulate across software systems. Our sample includes 200 digital games and seven major digital gaming platforms. We combine close reading and content analysis to examine the processes of authentication and authorization within our samples. While the ubiquity of these systems is a given in much academic and popular discourse, our data help empirically ground this understanding and examine how these systems support user legibility and surveillance, and police identities in under-examined ways. We suggest changes to the policies and practices that shape these systems to drive more transparent and equitable design
Enabling GPU Accelerated Computing in the SUNDIALS Time Integration Library
As part of the Exascale Computing Project (ECP), a recent focus of
development efforts for the SUite of Nonlinear and DIfferential/ALgebraic
equation Solvers (SUNDIALS) has been to enable GPU-accelerated time integration
in scientific applications at extreme scales. This effort has resulted in
several new GPU-enabled implementations of core SUNDIALS data structures,
support for programming paradigms which are aware of the heterogeneous
architectures, and the introduction of utilities to provide new points of
flexibility. In this paper, we discuss our considerations, both internal and
external, when designing these new features and present the features
themselves. We also present performance results for several of the features on
the Summit supercomputer and early access hardware for the Frontier
supercomputer, which demonstrate negligible performance overhead resulting from
the additional infrastructure and significant speedups when using both NVIDIA
and AMD GPUs
Printable microscale interfaces for long-term peripheral nerve mapping and precision control
The nascent field of bioelectronic medicine seeks to decode and modulate peripheral nervous system signals to obtain therapeutic control of targeted end organs and effectors. Current approaches rely heavily on electrode-based devices, but size scalability, material and microfabrication challenges, limited surgical accessibility, and the biomechanically dynamic implantation environment are significant impediments to developing and deploying advanced peripheral interfacing technologies. Here, we present a microscale implantable device – the nanoclip – for chronic interfacing with fine peripheral nerves in small animal models that begins to meet these constraints. We demonstrate the capability to make stable, high-resolution recordings of behaviorally-linked nerve activity over multi-week timescales. In addition, we show that multi-channel, current-steering-based stimulation can achieve a high degree of functionally-relevant modulatory specificity within the small scale of the device. These results highlight the potential of new microscale design and fabrication techniques for the realization of viable implantable devices for long-term peripheral interfacing.https://www.biorxiv.org/node/801468.fullFirst author draf
Performance of explicit and IMEX MRI multirate methods on complex reactive flow problems within modern parallel adaptive structured grid frameworks
Large-scale multiphysics simulations are computationally challenging due to
the coupling of multiple processes with widely disparate time scales. The
advent of exascale computing systems exacerbates these challenges, since these
enable ever increasing size and complexity. Recently, there has been renewed
interest in developing multirate methods as a means to handle the large range
of time scales, as these methods may afford greater accuracy and efficiency
than more traditional approaches of using IMEX and low-order operator splitting
schemes. However, there have been few performance studies that compare
different classes of multirate integrators on complex application problems. We
study the performance of several newly developed multirate infinitesimal (MRI)
methods, implemented in the SUNDIALS solver package, on two reacting flow model
problems built on structured mesh frameworks. The first model revisits the work
of Emmet et al. (2014) on a compressible reacting flow problem with complex
chemistry that is implemented using BoxLib but where we now include comparisons
between a new explicit MRI scheme with the multirate spectral deferred
correction (SDC) methods in the original paper. The second problem uses the
same complex chemistry as the first problem, combined with a simplified flow
model, but run at a large spatial scale where explicit methods become
infeasible due to stability constraints. Two recently developed
implicit-explicit MRI multirate methods are tested. These methods rely on
advanced features of the AMReX framework on which the model is built, such as
multilevel grids and multilevel preconditioners. The results from these two
problems show that MRI multirate methods can offer significant performance
benefits on complex multiphysics application problems and that these methods
may be combined with advanced spatial discretization to compound the advantages
of both
A dialogue in support of social justice
There are kinds of dialogue that support social
justice and others that do the reverse. The kinds
of dialogue that support social justice require that
anger be bracketed and that hiding in safe spaces
be eschewed. All illegitimate ad hominem/ad
feminem attacks are ruled out from the get-go.
No dialogical contribution can be down-graded
on account of the communicator’s gender,
race, or religion. As well, this communicative
approach unapologetically privileges reason in
full view of theories and strategies that might
seek to undermine reasoning as just another
illegitimate form of power.
On the more positive side, it is argued in this
paper that social justice dialogue will be enhanced
by a kind of “communicative upgrading,” which
amplifies “person perception,” foregrounds the
impersonal forces within our common social
spaces rather than the “baddies” within, and
orients the dialogical trajectory toward the
future rather than the past. Finally, it is argued
in this paper that educators have a pressing
responsibility to guide their students through
social justice dialogue so that their speech
contributes to the amelioration of injustice, rather
than rendering the terrain more treacherous
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