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Author Archive: Admin

Nature Commun.: Relay Semi-hydrogenation of Acetylene via Hydrogen Spillover on Non-reducible Al2O3-supported Single Atom Catalysts

Posted on June 16, 2026September 1, 2026 by Admin

Hydrogen spillover involves the migration of hydrogen atoms from metal to another component, yet it remains challenging to achieve on non-reducible supports. This paper describes the observation of hydrogen spillover on non-reducible Al2O3-supported Pd single-atom […]

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Nature Commun: Selective CO2 reduction to acetate via controlled sp2/sp3 carbon hybridization

Posted on November 25, 2025September 1, 2026 by Admin

Electrocatalytic reduction of CO2 to fuels and chemicals represents a promising pathway for CO2 utilization and energy conversion. However, metal-based catalysts often suffer from diminished selectivity in the direct reduction of CO2 to acetate due […]

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NSR: Automated literature research and review-generation method based on large language models

Posted on April 25, 2025September 1, 2026 by Admin

Literature research, which is vital for scientific work, faces the challenge of surging information volumes that are exceeding researchers’ processing capabilities. This paper describes an automated review-generation method based on large language models (LLMs) to […]

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JACS Au: Machine Learning-Driven Insights for Phase-Stable FAxCs1–xPb(IyBr1–y)3 Perovskites in Tandem Solar Cells

Posted on March 13, 2025September 1, 2026 by Admin

The inherent chemical tunability of perovskite materials has spurred extensive research into composition engineering within the perovskite community. However, identifying the optimal composition across a broad range of variations still remains a significant challenge. Conventional […]

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Chem Sci: Vanadium-based oxides for chemical looping oxidative dehydrogenation of propane

Posted on January 22, 2025February 23, 2025 by Admin

Redox catalysts play a critical role in chemical looping oxidative dehydrogenation of propane (CL-ODH). However, challenges persist in modulating lattice oxygen in metal oxides and maintaining surface oxygen coverage to prolong the oxidative dehydrogenation stage. […]

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Chem: Microenvironment engineering of non-noble metal alloy for selective propane dehydrogenation

Posted on September 17, 2024February 23, 2025 by Admin

Although non-noble metal catalysts are appealing for propane dehydrogenation, achieving high propylene selectivity remains a persistent challenge, which necessitates the regulation of catalytic microenvironment. In this study, we comparatively investigate three commonly used active metals […]

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Nature Commun: Machine learning-assisted catalyst design with interpretable descriptors

Posted on September 17, 2024February 23, 2025 by Admin

Low-cost, efficient catalyst high-throughput screening is crucial for future renewable energy technology. Interpretable machine learning is a powerful method for accelerating catalyst design by extracting physical meaning but faces huge challenges. This paper describes an […]

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Prof. Ang Cao visited us today!

Posted on May 20, 2024June 4, 2024 by Admin

Prof. Ang Cao from Zhejiang University visited us today and gave a lecture with the title “Rational Design of Ammonia Synthesis Catalyst”

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Prof. Felix Studt visited us today

Posted on April 26, 2024June 4, 2024 by Admin

Prof. Felix Studt visited us today and gave a lecture with the title “DFT & Kinetic Modeling of the Methanol to olifins process”

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Prof. Jinlan Wang visited us today!

Posted on March 31, 2024June 4, 2024 by Admin

Prof. Jinlan Wang from School of Physics, Southeast University, China, visited us today and gave a lecture with the title “Machine Learning based Material Design and Synthesis with Small Datasets”.

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Latest News

  • Nature Commun.: Relay Semi-hydrogenation of Acetylene via Hydrogen Spillover on Non-reducible Al2O3-supported Single Atom Catalysts June 16, 2026
  • Nature Commun: Selective CO2 reduction to acetate via controlled sp2/sp3 carbon hybridization November 25, 2025
  • NSR: Automated literature research and review-generation method based on large language models April 25, 2025
  • JACS Au: Machine Learning-Driven Insights for Phase-Stable FAxCs1–xPb(IyBr1–y)3 Perovskites in Tandem Solar Cells March 13, 2025
  • Chem Sci: Vanadium-based oxides for chemical looping oxidative dehydrogenation of propane January 22, 2025

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Contact: zjzhao@tju.edu.cn

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