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Liquid solution centrifugation for safe, scalable, and efficient isotope separation

Nuclear Experiment · Submitted 24 Mar 2023

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

The authors' main claim Optimal centrifuge conditions and solutions can achieve both high-throughput and highly efficient isotope separation.

how it is stated · asserted 0.52 read the record →

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arXiv ID2303.14168 (version 1)
Pith ID2DWQEL5Z, Pith's permanent record of this paper and its review
CitationAlex N. Halliday, Heng Chen, Jiayu Liu, Joseph F. Wild, Keyue Liang, Stephen E. Cox, Yuan Yang. "Liquid solution centrifugation for safe, scalable, and efficient isotope separation." arXiv:2303.14168 (2023). https://pith.science/paper/2DWQEL5Z
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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.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 5,098 input tokens.

What the abstract itself states, as probabilities: claims first 0.10 · states limitation 0.13 · human participants 0.02 · controlled comparison 0.10 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.91 · mentions code or data availability 0.02.

The abstract, sentence by sentence

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

A general method of separating isotopes by centrifuging dissolved chemical compounds in a liquid solution is introduced. This technique can be applied to almost all elements and leads to large separation factors. The method has been demonstrated in several isotopic systems including Ca, Mo, O, and Li with single-stage selectivities of 1.046-1.067 per unit mass difference (e.g., 1.434 in 40Ca/48Ca, 1.134 in 16O/18O), which are beyond the capabilities of various conventional methods of isotope enrichment. Equations are derived to model the process and the results agree with those of the experiments. The scalability of the technique has been demonstrated by performing a three-stage enrichment of 48Ca, and the scalability is more broadly supported through analogies to the gas centrifuge, whereby countercurrent centrifugation can further multiply the separation factor by 5-10 times per stage in a continuous process. Optimal centrifuge conditions and solutions can achieve both high-throughput and highly efficient isotope separation.

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 A general method of separating isotopes by centrifuging dissolved chemical compounds in a liquid solution is introduced. contribution 0.94 0.80 0.26 asserted 1.00
s1 This technique can be applied to almost all elements and leads to large separation factors. contribution 0.62 0.38 0.19 hedged possibility 0.71
s2 The method has been demonstrated in several isotopic systems including Ca, Mo, O, and Li with single-stage selectivities of 1.046-1.067 per unit mass difference (e.g., 1.434 in 40Ca/48Ca, 1.134 in 16O/18O), which are beyond the capabilities of various conventional methods of isotope enrichment. result 1.00 0.89 0.37 asserted 1.00
s3 Equations are derived to model the process and the results agree with those of the experiments. method 0.64 0.93 0.05 asserted 1.00
s4 The scalability of the technique has been demonstrated by performing a three-stage enrichment of 48Ca, and the scalability is more broadly supported through analogies to the gas centrifuge, whereby countercurrent centrifugation can further multiply the separation factor by 5-10 times per stage in a continuous process. result 0.63 0.85 0.18 asserted 0.94
s5 Optimal centrifuge conditions and solutions can achieve both high-throughput and highly efficient isotope separation. interpretation 0.77 0.49 0.36 asserted 0.52

What kind of paper the classifier reports this is: method or tool 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
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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

A general method of separating isotopes by centrifuging dissolved chemical compounds in a liquid solution is introduced. This technique can be applied to almost all elements and leads to large separation factors. The method has been demonstrated in several isotopic systems including Ca, Mo, O, and Li with single-stage selectivities of 1.046-1.067 per unit mass difference (e.g., 1.434 in 40Ca/48Ca, 1.134 in 16O/18O), which are beyond the capabilities of various conventional methods of isotope enrichment. Equations are derived to model the process and the results agree with those of the experiments. The scalability of the technique has been demonstrated by performing a three-stage enrichment of 48Ca, and the scalability is more broadly supported through analogies to the gas centrifuge, whereby countercurrent centrifugation can further multiply the separation factor by 5-10 times per stage in a continuous process. Optimal centrifuge conditions and solutions can achieve both high-throughput and highly efficient isotope separation.

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