Evidence map›Paper›PMID 41851146›Full record

ArticleNature communications2026

Decoupling electronic and geometric effects in Pd catalysts via thermal surface reconstruction for selective hydrogenation.

Minghang Li, Zhaoyuan Fu, Qian Luo, Bing Lu, Liwei Zhang, Shipan Liang, Ting Liu, Yong Wang, Shanjun Mao

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Minghang LiAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Zhaoyuan FuAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Qian LuoAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Bing LuAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.ORCID http://orcid.org/0000-0002-9955-6249
Liwei ZhangAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Shipan LiangAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Ting LiuAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China.
Yong WangAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China. chemwy@zju.edu.cn.ORCID http://orcid.org/0000-0001-8043-5757
Shanjun MaoAdvanced Materials and Catalysis Group, Zhejiang Key Laboratory of Low-Carbon Synthesis of Value-Added Chemicals, State Key Laboratory of Clean Energy Utilization, Institute of Catalysis, Department of Chemistry, Zhejiang University, Hangzhou, P. R. China. maoshanjun@zju.edu.cn.ORCID http://orcid.org/0000-0003-2047-3465

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The entangled electronic and geometric effects in heterogeneous catalysis have long obscured precise attribution of their individual roles. By employing a thermal-induced surface reconstruction strategy to progressively enhance metal-support interactions, we achieve continuous tuning of Pd's electronic and geometric structures. Using alkyne semi-hydrogenation as a prototypical structure-sensitive probe reaction, we demonstrate that despite the linear coupling of electronic and geometric structures during Pd reconstruction, the turnover frequency scales solely with the geometric descriptor W (quantifying Pd particle flattening), while selectivity regulation bifurcates into two distinct regimes: Below a critical W, electron-deficient Pd sites offset geometric constraints, yielding a non-structure-sensitive selectivity plateau; whereas above this threshold, electron-rich surfaces establish unequivocal geometric control. Moreover, surface reconstruction drastically shrinks the electronic-geometric space of Pd sites for over-hydrogenation side reaction. These insights provide a blueprint for metal catalysts regulation in hydrogenation and may open avenues for quantifying electronic-geometric interplay in other structure-sensitive reactions.

Identifiers

PMID41851146
PMCPMC13000186

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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.