<HashMap><database>biostudies-literature</database><scores/><additional><submitter>Cui B</submitter><funding>Natural Science Foundation of Beijing Municipality (Beijing Natural Science Foundation)</funding><funding>Natural Science Foundation of Beijing Municipality</funding><funding>National Natural Science Foundation of China</funding><funding>National Natural Science Foundation of China (National Science Foundation of China)</funding><pagination>68</pagination><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/S-EPMC12946372</full_dataset_link><repository>biostudies-literature</repository><omics_type>Unknown</omics_type><volume>12(1)</volume><pubmed_abstract>Wide-range and high-sensitivity hydrogen sensors are critically important for hydrogen safety in aerospace and advanced transportation sectors. This work demonstrates a thermal-conductivity surface acoustic wave (SAW) based sensor to achieve high sensitivity hydrogen sensing. By integrating thermal balance and acoustic wave equations, a precise mechanistic model elucidating the structure-activity relationships among gas flow rate, operating temperature, and MEMS architecture in determining sensing sensitivity is constructed. Guided by this model, the SAW hydrogen sensor with on-chip microheater integration was developed. Furthermore, a highly integrated SAW hydrogen sensing system with ultra-low baseline noise (&lt;30 µV) was constructed for performance evaluation. Leveraging the exceptional </pubmed_abstract><journal>Microsystems &amp; nanoengineering</journal><pubmed_title>High sensitivity SAW hydrogen gas sensor based on thermal conductivity effect.</pubmed_title><pmcid>PMC12946372</pmcid><funding_grant_id>1252032</funding_grant_id><funding_grant_id>U1837209</funding_grant_id><funding_grant_id>12404543</funding_grant_id><funding_grant_id>12304530</funding_grant_id><funding_grant_id>QY24359</funding_grant_id><pubmed_authors>Liang Y</pubmed_authors><pubmed_authors>Cheng L</pubmed_authors><pubmed_authors>Wang W</pubmed_authors><pubmed_authors>Huang L</pubmed_authors><pubmed_authors>Jin J</pubmed_authors><pubmed_authors>Xue X</pubmed_authors><pubmed_authors>Cui B</pubmed_authors></additional><is_claimable>false</is_claimable><name>High sensitivity SAW hydrogen gas sensor based on thermal conductivity effect.</name><description>Wide-range and high-sensitivity hydrogen sensors are critically important for hydrogen safety in aerospace and advanced transportation sectors. This work demonstrates a thermal-conductivity surface acoustic wave (SAW) based sensor to achieve high sensitivity hydrogen sensing. By integrating thermal balance and acoustic wave equations, a precise mechanistic model elucidating the structure-activity relationships among gas flow rate, operating temperature, and MEMS architecture in determining sensing sensitivity is constructed. Guided by this model, the SAW hydrogen sensor with on-chip microheater integration was developed. Furthermore, a highly integrated SAW hydrogen sensing system with ultra-low baseline noise (&lt;30 µV) was constructed for performance evaluation. Leveraging the exceptional </description><dates><release>2026-01-01T00:00:00Z</release><publication>2026 Feb</publication><modification>2026-07-16T22:25:48.389Z</modification><creation>2026-07-11T03:12:08.535Z</creation></dates><accession>S-EPMC12946372</accession><cross_references><pubmed>41748533</pubmed><doi>10.1038/s41378-026-01199-z</doi></cross_references></HashMap>