Evidence map›Paper›PMID 35328775›Full record

ArticleInternational journal of molecular sciences2022

Simulating the Feasibility of Using Liquid Micro-Jets for Determining Electron-Liquid Scattering Cross-Sections.

Dale L Muccignat, Peter W Stokes, Daniel G Cocks, Jason R Gascooke, Darryl B Jones, Michael J Brunger, Ronald D White

Abstract read
In one paragraph

Article in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Electron and Positron Scattering Cross Sections from COThe journal of physical chemistry. A · 2022
    Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Dale L MuccignatCollege of Science & Engineering, James Cook University, Townsville, QLD 4811, Australia.ORCID 0000-0002-6693-6851
Peter W StokesCollege of Science & Engineering, James Cook University, Townsville, QLD 4811, Australia.ORCID 0000-0002-0956-5927
Daniel G CocksResearch School of Physics and Engineering, Australian National University, Canberra, ACT 0200, Australia.
Jason R GascookeCollege of Science & Engineering, Flinders University, Bedford Park, SA 5042, Australia.ORCID 0000-0002-3236-2247
Darryl B JonesCollege of Science & Engineering, Flinders University, Bedford Park, SA 5042, Australia.ORCID 0000-0001-7425-7157
Michael J BrungerCollege of Science & Engineering, Flinders University, Bedford Park, SA 5042, Australia.ORCID 0000-0002-7743-2990
Ronald D WhiteCollege of Science & Engineering, James Cook University, Townsville, QLD 4811, Australia.

Funding

Australian Research Council DP180101655, DP190100696, DP220101480
6 · The paper itself

Abstract

The extraction of electron-liquid phase cross-sections (surface and bulk) is proposed through the measurement of (differential) energy loss spectra for electrons scattered from a liquid micro-jet. The signature physical elements of the scattering processes on the energy loss spectra are highlighted using a Monte Carlo simulation technique, originally developed for simulating electron transport in liquids. Machine learning techniques are applied to the simulated electron energy loss spectra, to invert the data and extract the cross-sections. The extraction of the elastic cross-section for neon was determined within 9% accuracy over the energy range 1-100 eV. The extension toward the simultaneous determination of elastic and ionisation cross-sections resulted in a decrease in accuracy, now to within 18% accuracy for elastic scattering and 1% for ionisation. Additional methods are explored to enhance the accuracy of the simultaneous extraction of liquid phase cross-sections.

Indexed as

ElectronsElectron TransportFeasibility StudiesMonte Carlo MethodPhysical PhenomenaScattering, Radiationcross-sectionelectronliquid microjetmachine learningMonte Carlo

Identifiers

PMID35328775
PMCPMC8954820

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.