Interpretable attention-based transfer learning in plasma catalysis: a study on the role of surface charge Article Swipe

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Ketong Shao , Aditya Lele , Zhiyu Shi , Victor A. Miller , Yiguang Ju , Ali Mesbah ·

YOU? · · 2025 · Open Access · · DOI: https://doi.org/10.1039/d4ey00256c

Low-temperature plasma catalysis holds promise for electrification of energy-intensive chemical processes such as methane reforming and ammonia synthesis.

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Artificial Intelligence

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Charge (physics) Transfer of learning Plasma Chemical physics Nanotechnology Materials science Chemistry Psychology Computer science Physics Artificial intelligence Nuclear physics Quantum mechanics

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Type: article
Language: en
Landing Page: https://doi.org/10.1039/d4ey00256c
OA Status: diamond
Cited By: 2
References: 49
Related Works: 10
OpenAlex ID: https://openalex.org/W4407740838

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DOI: https://doi.org/10.1039/d4ey00256c

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Title: Interpretable attention-based transfer learning in plasma catalysis: a study on the role of surface charge

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Language: en

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Publication year: 2025

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Publication date: 2025-01-01

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Authors: Ketong Shao, Aditya Lele, Zhiyu Shi, Victor A. Miller, Yiguang Ju, Ali Mesbah

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Landing page: https://doi.org/10.1039/d4ey00256c

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Concepts: Charge (physics), Transfer of learning, Plasma, Chemical physics, Nanotechnology, Materials science, Chemistry, Psychology, Computer science, Physics, Artificial intelligence, Nuclear physics, Quantum mechanics

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Cited by: 2

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referenced_works_count	49
abstract_inverted_index.as	12
abstract_inverted_index.of	7
abstract_inverted_index.and	15
abstract_inverted_index.for	5
abstract_inverted_index.such	11
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abstract_inverted_index.plasma	1
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abstract_inverted_index.methane	13
abstract_inverted_index.promise	4
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abstract_inverted_index.catalysis	2
abstract_inverted_index.processes	10
abstract_inverted_index.reforming	14
abstract_inverted_index.synthesis.	17
abstract_inverted_index.Low-temperature	0
abstract_inverted_index.electrification	6
abstract_inverted_index.energy-intensive	8
cited_by_percentile_year.max	97
cited_by_percentile_year.min	95
countries_distinct_count	1
institutions_distinct_count	6
citation_normalized_percentile.value	0.83104237
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	True