ReviewRSC advances2025
Revisiting the Marcus inverted regime: modulation strategies for photogenerated ultrafast carrier transfer from semiconducting quantum dots to metal oxides.
Review in RSC advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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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.
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Who cites it
2 citing papers in PubMed.
- Photo-assisted rechargeable supercapacitors and applications.RSC advances · 2026Review
- Multi-scale molecular dynamics of perovskite quantum dots: from atomic fluctuations to predictive stability design.Journal of molecular modeling · 2026Review
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Authors and funding
1 author.
Funding
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Abstract
Ultrafast charge transfer at quantum-dot/metal-oxide (QD-MO) heterojunctions governs the performance ceiling of emerging solar-energy and optoelectronic technologies. This review distills three decades of progress, covering the evolution from classical Marcus theory to modern multi-state, many-body models; the rise of exascale non-adiabatic simulations; and femtosecond spectroscopies that track electron motion in real time. Despite converging evidence for activation-less transfer under strong coupling, direct observation of the Marcus inverted regime remains scarce, largely due to Auger pathways, continuum acceptor states and interfacial defect complexity. We spotlight current strategies-outer-sphere dielectric engineering, single-charge pump-probe designs, and data-driven interface optimization-that are poised to reveal or harness inverted-region kinetics. Looking ahead, integrating low-
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