Pith. Sign in

RECORD

The effect of the thermal reduction on the kinetics of low temperature 4He sorption and the structural characteristics of graphene oxide

Mesoscale and Nanoscale Physics · Submitted 25 Nov 2016

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim The nonmonotonic dependences Ea vs T for the GtO samples treated above 200 C are determined by a competition between two processes - the recovery of the graphite carbon structure, which increases the activation energy, and the generation of defects, which decreases the activation energy by opening additional surface areas and ways for sorption.

how it is stated · asserted 0.96 read the record →

Comment (0) Read on arXiv ↗
Cite ▾
arXiv ID1611.08375 (version 1)
Pith IDBPU53ZW5, Pith's permanent record of this paper and its review
Citation(2) Instituto de Carboquimica), A.I. Prokhvatilov (1), A.M. Benito (2) ((1) B. Verkin Institute for Low Temperature Physics, A.V. Dolbin (1), Engineering of the National Academy of Sciences of Ukraine, I.V. Legchenkova (1), M.V. Khlistuck (1), N.A. Vinnikov (1), R.M. Basnukaeva (1), V.B. Esel'son (1), V.G. Gavrilko (1), V.V. Meleshko (1), W.K. Maser (2). "The effect of the thermal reduction on the kinetics of low temperature 4He sorption and the structural characteristics of graphene oxide." arXiv:1611.08375 (2016). https://pith.science/paper/BPU53ZW5
Claim paper

The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

Open the compiled record

Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,889 input tokens.

What the abstract itself states, as probabilities: claims first 0.02 · states limitation 0.09 · human participants 0.01 · controlled comparison 0.87 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.65 · mentions code or data availability 0.01.

The abstract, sentence by sentence

arXiv listing abstract v1. Results and the main claim are underlined; .

The kinetics of the sorption and the subsequent desorption of 4He by the starting graphite oxide (GtO) and the thermally reduced graphene oxide samples (TRGO, Treduction = 200, 300, 500, 700 and 900 C) have been investigated in the temperature interval 1.5 - 20 K. The effect of the annealing temperature on the structural characteristics of the samples was examined by the X-ray diffraction (XRD) technique. On lowering the temperature from 20 K to 11-12 K, the time of 4He sorption increased for all the samples, which is typically observed under the condition of thermally activated diffusion. Below 5 K the characteristic times of 4He sorption by the GtO and TRGO-200 samples were only weakly dependent on temperature, suggesting the dominance of the tunnel mechanism. In the same region (T<5 K) the characteristic times of the TRGOs reduced at higher temperatures (300, 500, 700 and 900 C) were growing with lowering temperature, presumably due to the defects generated in the carbon planes on removing the oxygen functional groups (oFGs). The estimates of the activation energy (Ea) of 4He diffusion show that in the TRGO-200 sample the Ea value is 2.9 times lower as compared to the parent GtO, which is accounted for by GtO exfoliation due to evaporation of the water intercalated in the interlayer space of carbon. The nonmonotonic dependences Ea vs T for the GtO samples treated above 200 C are determined by a competition between two processes - the recovery of the graphite carbon structure, which increases the activation energy, and the generation of defects, which decreases the activation energy by opening additional surface areas and ways for sorption. The dependence of the activation energy on treatment temperature correlates well with the contents of the crystalline phase in GtO varying with a rise of the annealing temperature.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 The kinetics of the sorption and the subsequent desorption of 4He by the starting graphite oxide (GtO) and the thermally reduced graphene oxide samples (TRGO, Treduction = 200, 300, 500, 700 and 900 C) have been investigated in the temperature interval 1.5 - 20 K. contribution 0.82 0.94 0.04 asserted 0.99
s1 The effect of the annealing temperature on the structural characteristics of the samples was examined by the X-ray diffraction (XRD) technique. method 0.98 0.93 0.02 asserted 0.96
s2 On lowering the temperature from 20 K to 11-12 K, the time of 4He sorption increased for all the samples, which is typically observed under the condition of thermally activated diffusion. result 0.98 0.92 0.06 asserted 0.98
s3 Below 5 K the characteristic times of 4He sorption by the GtO and TRGO-200 samples were only weakly dependent on temperature, suggesting the dominance of the tunnel mechanism. result 0.86 0.93 0.08 hedged possibility 0.89
s4 In the same region (T<5 K) the characteristic times of the TRGOs reduced at higher temperatures (300, 500, 700 and 900 C) were growing with lowering temperature, presumably due to the defects generated in the carbon planes on removing the oxygen functional groups (oFGs). result 0.56 0.93 0.11 hedged possibility 0.82
s5 The estimates of the activation energy (Ea) of 4He diffusion show that in the TRGO-200 sample the Ea value is 2.9 times lower as compared to the parent GtO, which is accounted for by GtO exfoliation due to evaporation of the water intercalated in the interlayer space of carbon. result 0.76 0.94 0.15 asserted 1.00
s6 The nonmonotonic dependences Ea vs T for the GtO samples treated above 200 C are determined by a competition between two processes - the recovery of the graphite carbon structure, which increases the activation energy, and the generation of defects, which decreases the activation energy by opening additional surface areas and ways for sorption. interpretation 0.91 0.92 0.30 asserted 0.96
s7 The dependence of the activation energy on treatment temperature correlates well with the contents of the crystalline phase in GtO varying with a rise of the annealing temperature. result 0.81 0.89 0.16 asserted 0.94

What kind of paper the classifier reports this is: empirical study 1.00 · evidence from observation or experiment 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v1
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
levels run
  • P abstract
not run
  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

The kinetics of the sorption and the subsequent desorption of 4He by the starting graphite oxide (GtO) and the thermally reduced graphene oxide samples (TRGO, Treduction = 200, 300, 500, 700 and 900 C) have been investigated in the temperature interval 1.5 - 20 K. The effect of the annealing temperature on the structural characteristics of the samples was examined by the X-ray diffraction (XRD) technique. On lowering the temperature from 20 K to 11-12 K, the time of 4He sorption increased for all the samples, which is typically observed under the condition of thermally activated diffusion. Below 5 K the characteristic times of 4He sorption by the GtO and TRGO-200 samples were only weakly dependent on temperature, suggesting the dominance of the tunnel mechanism. In the same region (T<5 K) the characteristic times of the TRGOs reduced at higher temperatures (300, 500, 700 and 900 C) were growing with lowering temperature, presumably due to the defects generated in the carbon planes on removing the oxygen functional groups (oFGs). The estimates of the activation energy (Ea) of 4He diffusion show that in the TRGO-200 sample the Ea value is 2.9 times lower as compared to the parent GtO, which is accounted for by GtO exfoliation due to evaporation of the water intercalated in the interlayer space of carbon. The nonmonotonic dependences Ea vs T for the GtO samples treated above 200 C are determined by a competition between two processes - the recovery of the graphite carbon structure, which increases the activation energy, and the generation of defects, which decreases the activation energy by opening additional surface areas and ways for sorption. The dependence of the activation energy on treatment temperature correlates well with the contents of the crystalline phase in GtO varying with a rise of the annealing temperature.

Human review

Discussion

Know something about this paper? Leave a comment, or highlight any passage above to comment on it.