A fractional calculus approach to analyze physicochemical relaxation processes of charge trapping in organic based nano-photodiodes

Fractional calculus deals with differentiation and integration of arbitrary real or complex orders. Its application to physicochemical processes in organic-based nano-photodiodes offers a distinct advantage by enabling the explicit characterization of memory effects, phenomena that are often hided in conventional calculus. We present a novel application of fractional calculus to quantify metastable effects in organic nano-photodiodes, revealing temperature-dependent trap states characterized via Mittag-Leffler kinetics. Therefore, the primary analyses focuses on the metastable capacitance, ΔC , polarisation, P , and conductance, G . Although these metastable effects have been reported previously for organic-based transistors. It is remarkable that these effects are also commonly observed in organic-based nano-photodiodes. The model structure consists of a poly(3-hexylthiophene) ( P3HT ):[6,6]-phenyl-C₆₁-butyric acid methyl ester ( PCBM ) active layer deposited on a glass substrate coated with indium tin oxide (ITO) and a poly(3,4-ethylenedioxythiophene):polystyrene sulfonate ( PEDOT:PSS ) buffer layer, with aluminum (Al) serving as the top electrode. Measurements were carried out from 122.0 K to 335.0 K . The trap activation temperature was determined from the dielectric loss (G/ω) measured at a frequency of 1 kHz (f = 2πω), which is well below the cutoff frequency of 650 kHz . The system dynamics were modeled by deriving a fractional differential equation within the Caputo paradigm, with transient solutions expressed as Mittag-Leffler functions ML(α,−t/τ), where α is the fractional order and τ the relaxation time constant. Main findings are: (1) A unique fractional calculus approach was applied to analyze metastability in organic nano-photodiodes, leading to a first-principles derivation of a fractional equation for transient capacitance and polarisation. (2) The unresponsive polarisation between 191.3 and 253.9 K reflects balanced hole–electron recombination rates. (3) Temperature-dependent trap regimes below 191.3 K and above 253.9 K provides a roadmap for optimizing organic photodiodes by tailoring active-layer compositions to suppress recombination in critical temperature ranges. • Fractional calculus enables first-principles model of transient capacitance in organic nano-photodiodes. • Temperature-dependent data fit well with unified polarization model from Mittag-Leffler kinetics. • Trap regimes shift from hole- to electron-dominated below 191.3 K and above 253.9 K, guiding recombination control. • Mittag-Leffler-based polarization equation links the constant phase element (CPE) to improve nano-photodiode design and modeling.

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Publication Details

Journal
Alexandria Engineering Journal
Published
2025-09-10
DOI
https://doi.org/10.1016/j.aej.2025.09.005
Citations
2
Primary Topic
Mechanical and Optical Resonators
Type
article
Field-Weighted Citation Impact
2.49
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article

A fractional calculus approach to analyze physicochemical relaxation processes of charge trapping in organic based nano-photodiodes

Beynor Antonio Páez-Sierra
2 citations
Alexandria Engineering Journal
Mechanical and Optical Resonators
2.49
article

A fractional calculus approach to analyze physicochemical relaxation processes of charge trapping in organic based nano-photodiodes

Beynor Antonio Páez-Sierra
article en
2 citations

Abstract

Fractional calculus deals with differentiation and integration of arbitrary real or complex orders. Its application to physicochemical processes in organic-based nano-photodiodes offers a distinct advantage by enabling the explicit characterization of memory effects, phenomena that are often hided in conventional calculus. We present a novel application of fractional calculus to quantify metastable effects in organic nano-photodiodes, revealing temperature-dependent trap states characterized via Mittag-Leffler kinetics. Therefore, the primary analyses focuses on the metastable capacitance, ΔC , polarisation, P , and conductance, G . Although these metastable effects have been reported previously for organic-based transistors. It is remarkable that these effects are also commonly observed in organic-based nano-photodiodes. The model structure consists of a poly(3-hexylthiophene) ( P3HT ):[6,6]-phenyl-C₆₁-butyric acid methyl ester ( PCBM ) active layer deposited on a glass substrate coated with indium tin oxide (ITO) and a poly(3,4-ethylenedioxythiophene):polystyrene sulfonate ( PEDOT:PSS ) buffer layer, with aluminum (Al) serving as the top electrode. Measurements were carried out from 122.0 K to 335.0 K . The trap activation temperature was determined from the dielectric loss (G/ω) measured at a frequency of 1 kHz (f = 2πω), which is well below the cutoff frequency of 650 kHz . The system dynamics were modeled by deriving a fractional differential equation within the Caputo paradigm, with transient solutions expressed as Mittag-Leffler functions ML(α,−t/τ), where α is the fractional order and τ the relaxation time constant. Main findings are: (1) A unique fractional calculus approach was applied to analyze metastability in organic nano-photodiodes, leading to a first-principles derivation of a fractional equation for transient capacitance and polarisation. (2) The unresponsive polarisation between 191.3 and 253.9 K reflects balanced hole–electron recombination rates. (3) Temperature-dependent trap regimes below 191.3 K and above 253.9 K provides a roadmap for optimizing organic photodiodes by tailoring active-layer compositions to suppress recombination in critical temperature ranges. • Fractional calculus enables first-principles model of transient capacitance in organic nano-photodiodes. • Temperature-dependent data fit well with unified polarization model from Mittag-Leffler kinetics. • Trap regimes shift from hole- to electron-dominated below 191.3 K and above 253.9 K, guiding recombination control. • Mittag-Leffler-based polarization equation links the constant phase element (CPE) to improve nano-photodiode design and modeling.

Alexandria Engineering JournalVol. 130
Military University Nueva Granada (CO)
Openalex Percentile: Top 10%
Mechanical and Optical Resonators
2.49
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