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Blockly earthquake transformer:A deep learning platform for custom phase picking

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Artificial Intelligence in Geosciences 2023年第1期4卷 84-94页

作者： Hao Mai pascal.audet H.K.Claire Perry S.Mostafa Mousavi Quan Zhang Department of Earth and Environmental Sciences University of OttawaOttawaCanadaK1N 6N5 Canadian Hazards Information Service Natural Resources CanadaOttawaCanadaK1A 0E7 Department of Geophysics Stanford UniversityStanford94305USA

Deep-learning(DL)algorithms are increasingly used for routine seismic data processing tasks,including seismic event detection and phase arrival *** many examples of the remarkable performance of existing(i.e.,pre-trained)deep-learning detector/picker models,there are still some cases where the direct applications of such models do not generalize *** such cases,substantial effort is required to improve the performance by either developing a new model or fine-tuning an existing *** address this challenge,we present Blockly Earthquake Transformer(BET),a deep-learning platform for efficient customization of deep-learning phase *** implements Earthquake Transformer as its baseline model,and offers transfer learning and fine-tuning *** provides an interactive dashboard to customize a model based on a particular *** the parameters are specified,BET executes the corresponding phase-picking task without direct user interaction with the base *** the transfer-learning module,BET extends the application of a deep-learning P and S phase picker to more specific phases(e.g.,Pn,Pg,Sn and Sg phases).In the fine-tuning module,the model performance is enhanced by customizing the model *** no-code platform is designed to quickly deploy reusable workflows,build customized models,visualize training processes,and produce publishable figures in a lightweight,interactive,and open-source Python toolbox.

关键词： Earthquake detection Seismic phase identification Deep learning Seismology

Treating amyotrophic lateral sclerosis with allogeneic Schwann cell-derived exosomal vesicles: a case report

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Neural Regeneration Research 2025年第4期20卷 1207-1216页

作者： pascal J.Goldschmidt-Clermont Aisha Khan George Jimsheleishvili Patricia Graham Adriana Brooks Risset Silvera Alexander J.P.Goldschmidt Damien D.Pearse W.Dalton Dietrich Allan D.Levi James D.Guest Miller School of Medicine University of MiamiMiamiFLUSA Stem Cell Institute Miller School of MedicineUniversity of MiamiMiamiFLUSA The Miami Project to Cure Paralysis Miller School of MedicineUniversity of MiamiMiamiFLUSA Alzady International LLC MiamiFLUSA Neurological Surgery Miller School of MedicineUniversity of MiamiMiamiFLUSA

Schwann cells are essential for the maintenance and function of motor neurons,axonal networks,and the neuromuscular *** amyotrophic lateral sclerosis,where motor neuron function is progressively lost,Schwann cell function may also be ***,important signaling and potential trophic activities of Schwann cell-derived exosomal vesicles have been *** case report describes the treatment of a patient with advanced amyotrophic lateral sclerosis using serial intravenous infusions of allogeneic Schwann cell-derived exosomal vesicles,marking,to our knowledge,the first instance of such *** 81-year-old male patient presented with a 1.5-year history of rapidly progressive amyotrophic lateral *** initial diagnosis,the patient underwent a combination of generic riluzole,sodium phenylbutyrate for the treatment of amyotrophic lateral sclerosis,and *** patient volunteered to participate in an FDA-approved single-patient expanded access treatment and received weekly intravenous infusions of allogeneic Schwann cell-derived exosomal vesicles to potentially restore impaired Schwann cell and motor neuron *** confirmed that cultured Schwann cells obtained from the amyotrophic lateral sclerosis patient via sural nerve biopsy appeared impaired(senescent)and that exposure of the patient’s Schwann cells to allogeneic Schwann cell-derived exosomal vesicles,cultured expanded from a cadaver donor improved their growth capacity in *** a period of observation lasting 10 weeks,during which amyotrophic lateral sclerosis Functional Rating Scale-Revised and pulmonary function were regularly monitored,the patient received weekly consecutive infusions of 1.54×1012(×2),and then consecutive infusions of 7.5×1012(×6)allogeneic Schwann cell-derived exosomal vesicles diluted in 40 mL of Dulbecco’s phosphate-buffered *** of the infusions were associated with adverse events such as infusion reactions(allergic or otherwise)or

关键词： allogeneic amyotrophic lateral sclerosis exosomes infusion neuromuscular junction Schwann cell

Adopting novel ecosystems as suitable rehabilitation alternatives for former mine sites

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Ecological Processes 2013年第1期2卷 221-231页

作者： David Doley Patrick audet Centre for Mined Land Rehabilitation Sustainable Minerals InstituteThe University of QueenslandBrisbane(St.Lucia)QLD 4072Australia

The nature and extent of environmental disturbance associated with mining commonly entails completely new and challenging combinations of climate,lithology and ***,the outcomes of ecological processes associated with the recovery or restoration of ecosystems cannot be predicted reliably from previously known associations between their physical and biological *** radically disturbed sites,we propose that it is not practicable to aim for the restoration of historical ***,hybrid(reversibly different)or novel(irreversibly different)ecosystems comprising new combinations of physical and biological components,including both native and non-native species,could provide levels of stability and functionality acceptable to all stakeholders and within feasible management *** propose that limiting physical conditions of the landscape can be identified and managed,and that alternative species combinations for introduction to these new landscapes may be considered with cautious optimism.

关键词： Natural ecological analogues Novel ecosystems Mining Landscape suitability

On the Mechanization of Straightedge and Compass Constructions

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Journal of Systems Science & Complexity 2019年第1期32卷 124-149页

作者： SCHRECK pascal Université de Strasbourg UFR de Mathématique et Informatique-ICube

The geometric constructions obtained with only straightedge and compass are famous and play a special role in the development of geometry. On the one hand, the constructibility of ?gures is a key ingredient in Euclid geometry and, on the other hand, unconstructibility gave birth to famous open problems of the ancient Greece which were unlocked only in the nineteenth century using discoveries in algebra. This paper discusses the mechanization of straightedge and compass constructions. It focuses on the algebraic approaches and presents two methods which are implemented; one is due to Lebesgue and the other one was jointly designed by Gao and Chou. Some links between the algebraic approach of constructions and synthetic geometry are described.

关键词： Geometric knowledge-based systems regular chains straightedge and compass constructibility triangle problems Wu's method

GRADIENT FLOW FINITE ELEMENT DISCRETISATIONS WITH ENERGY-BASED ADAPTIVITY FOR EXCITED STATES OF SCHRÖDINGER'S EQUATION

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Journal of Computational Mathematics 2023年第5期41卷 933-955页

作者： pascal Heid Mathematical Institute University of OxfordWoodstock RoadOxford OX26GGUK

The purpose of this paper is to verify that the computational scheme from[Heid et al.,Gradient flow finite element discretizations with energy-based adaptivity for the Gross–Pitaevskii equation,***.436(2021)]for the numerical approximation of the ground state of the Gross–Pitaevskii equation can equally be applied for the effective approximation of excited states of Schr¨odinger’s *** procedure employs an adaptive interplay of a Sobolev gradient flow iteration and a novel local mesh refinement strategy,and yields a guaranteed energy decay in each step of the *** computational tests in the present work highlight that this strategy is indeed able to approximate excited states,with(almost)optimal convergence rate with respect to the number of degrees of freedom.

关键词： Schrodinger’s equation Excited states Gradient flows Adaptive finite element methods

SUSY searches at ATLAS

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Frontiers of physics 2013年第3期8卷 248-256页

作者： pascal Pralavoriot CPPM University Aix-Marseille and CNRS/IN2P3 Marseille France

Despite the absence of experimental evidence, weak scale supersymmetry remains one of the best motivated and studied Standard Model extensions. The ATLAS experiment at the LHC searches for signs of supersymmetry in a large variety of signatures involving events with abnormal production of missing transverse momentum, jets, leptons, third generation fermions, gauge bosons or massive long-lived particles. A summary of the most recent results obtained in these searches is presented.

关键词： supersymmetry (SUSY) ATLAS LHC

Novel ecosystems in ecological restoration and rehabilitation:Innovative planning or lowering the bar?

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Ecological Processes 2014年第1期3卷 186-189页

作者： Michael P Perring Patrick audet David Lamb Ecosystem Restoration and Intervention Ecology Research Group School of Plant BiologyThe University of Western Australia35 Stirling HighwayPerth(Crawley)WA 6009Australia Northern Forestry Centre Canadian Forestry ServiceNatural Resources Canada5320-122nd StreetEdmontonABT6H 3S5Canada Centre for Mined Land Rehabilitation Sustainable Minerals InstituteThe University of QueenslandSir James Foots BuildingBrisbane(St Lucia)QLD 4072Australia

Stemming from a special symposium at the 2012 inaugural meeting of the Society for Ecological Restoration Australasia in Perth,Western Australia,this special issue editorial addresses novel ecosystems in ecological restoration and the inherent challenges of maintaining the highest standards of environmental stewardship and biological conservation in the face of increasing urbanization,agricultural expansion,and *** others,we(the Guest Editors)view novel ecosystems as offering opportunities for conservation and restoration in the coming years and a pragmatic recognition that it may not always be possible,or desirable,to overcome adverse consequences of environmental degradation to reinstate historical *** mindful of hubris and taking into account difficulties with identification,novel ecosystems may be viewed as a temporary or interim stage on the way towards the evolution of other future ecosystems able to supply a variety of ecosystem services,while attempting to maintain and enhance biodiversity,function and ***,a concise summary of contributions to the special issue and their significance to the field of restoration ecology is provided noting that authors were tasked to answer whether novel ecosystems are innovative planning or lowering the bar in ecological *** themes shared by the manuscripts are elucidated leading to guiding principles and,more importantly,an assessment of how and why restoration priorities are changing in the 21^(st)century.

关键词： ecosystems restoration consequences

Fluid dynamic modeling of junctions in internal combustion engine inlet and exhaust systems

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Journal of Thermal Science 2010年第5期19卷 410-418页

作者： David Chalet pascal Chesse Internal Combustion Engine Team Laboratory of Fluid Mechanics-UMR CNRS 6598 Ecole Centrale de NantesBP 92101 44321 NantesFrance

The modeling of inlet and exhaust systems of internal combustion engine is very important in order to evaluate the engine *** paper presents new pressure losses models which can be included in a one dimensional engine simulation *** a first part,a CFD analysis is made in order to show the importance of the density in the modeling ***,the CFD code is used,as a numerical test bench,for the pressure losses models *** coefficients depend on the geometrical characteristics of the junction and an experimental validation is made with the use of a shock tube test *** the models are then included in the engine simulation code of the *** numerical calculation of unsteady compressible flow,in each pipe of the inlet and exhaust systems,is made and the calculated engine torque is compared with experimental measurements.

关键词： compressible flow gas dynamics pressure wave propagation discharge coefficient internal combustion engine CFD simulation

Media-specific rate allocation in heterogeneous wireless networks

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Journal of Zhejiang University-Science A(Applied Physics & Engineering) 2006年第5期7卷 713-726页

作者： JURCA Dan FROSSARD pascal Ecole Polytechnique Fédérale de Lausanne Signal Processing Institute Lausanne CH-1015 Switzerland

We address the problem of joint path selection and rate allocation in multipath wireless streaming, in order to optimize a media specific quality of service. We leverage on the existence of multiple parallel wireless services, in order to enhance the received video quality at a wireless client. An optimization problem is proposed, aimed at minimizing a video distortion metric based on sequence-dependent parameters, and transmission channel characteristics, for a given wireless network infrastructure. Even if joint optimal path selection and rate allocation is in general an NP complete problem, an in-depth analysis of the media distortion evolution allows defining a low complexity optimal streaming strategy, under reasonable network assumptions. In particular, we show that a greedy allocation of rates along paths with increasing error probability leads to an optimal solution. We argue that a network path should not be chosen for transmission, unless all other available paths with lower error probability have been chosen. Moreover, the chosen paths should be used at their maximum end-to-end bandwidth. These results are demonstrated for both independent network paths, and non-disjoint channel segments, in generic network topologies. Simulation results showed that the optimal rate allocation carefully trades off total encoding/transmission rate, with the end-to-end transmission error probability and the number of chosen paths. In many cases, the optimal rate allocation provides more than 20% improvement in received video quality, compared to heuristic-based algorithms.

关键词： Multipath streaming, Path selection, Rate allocation, Video streaming