Abstract
Transient absorption (TA) spectroscopy has become a widely used method for tracking photoinduced dynamics in molecules, materials, devices and biological systems. By measuring pump-induced absorption changes, TA provides direct access to excited-state populations, energy-transfer and charge-transfer processes and transient intermediates with femtosecond temporal resolution and broad spectral coverage. This Primer examines how TA spectroscopy can be used to interrogate non-equilibrium processes, introducing the physical origin of TA signals and the most common experimental implementations, with emphasis on instrumentation, measurement strategies and data analysis. We discuss practical considerations, including spectral–temporal calibration, chirp correction, global and target analysis, noise suppression and reproducibility, and highlight representative applications across chemistry, physics and materials science. Finally, we address current limitations of TA spectroscopy and outline emerging directions, including multimodal and multidimensional implementations, machine-learning-assisted analysis and integration with complementary ultrafast spectroscopies.
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References
Berera, R., van Grondelle, R. & Kennis, J. T. Ultrafast transient absorption spectroscopy: principles and application to photosynthetic systems. Photosynth. Res. 101, 105–118 (2009). This review provides a comprehensive introduction to ultrafast transient absorption spectroscopy and its application in complex biological systems.
Ruckebusch, C., Sliwa, M., Pernot, P., de Juan, A. & Tauler, R. Comprehensive data analysis of femtosecond transient absorption spectra: a review. J. Photochem. Photobiol. C 13, 1–27 (2012). This work established modern data analysis strategies for transient absorption spectroscopy, including global and target analysis approaches.
Bhattacherjee, A. & Leone, S. R. Ultrafast X-ray transient absorption spectroscopy of gas-phase photochemical reactions: a new universal probe of photoinduced molecular dynamics. Acc. Chem. Res. 51, 3203–3211 (2018). This work extends transient absorption spectroscopy into the X-ray regime, enabling element-specific probing of ultrafast photochemical dynamics.
Sakizadeh, J. D., Weiss, R., Scholes, G. D. & Kudisch, B. Ultrafast spectroscopy and dynamics of photoredox catalysis. Annu. Rev. Phys. Chem. 76, 203–229 (2025).
Li, Q. et al. Charge transfer from quantum-confined 0D, 1D, and 2D nanocrystals. Chem. Rev. 124, 5695–5763 (2024). This review elucidates the central role of TA spectroscopy in charge-transfer dynamics in semiconductor nanomaterials.
Peng, J., Chen, Y., Zheng, K., Pullerits, T. & Liang, Z. Insights into charge carrier dynamics in organo-metal halide perovskites: from neat films to solar cells. Chem. Soc. Rev. 46, 5714–5729 (2017).
Geiregat, P. et al. Localization-limited exciton oscillator strength in colloidal CdSe nanoplatelets revealed by the optically induced stark effect. Light Sci. Appl. 10, 112 (2021).
Sie, E. J. et al. Valley-selective optical stark effect in monolayer WS2. Nat. Mater. 14, 290–294 (2015).
Wang, L. et al. Band gap renormalization at different symmetry points in perovskites. ACS Photon. 11, 2273–2281 (2024).
Pogna, E. A. et al. Photo-induced bandgap renormalization governs the ultrafast response of single-layer MoS2. ACS Nano 10, 1182–1188 (2016).
Zhu, C. et al. Bandgap renormalization in single-wall carbon nanotubes. Sci. Rep. 7, 11221 (2017).
Zeidan, T. A., Wang, Q., Fiebig, T. & Lewis, F. D. Molecular wire behavior in π-stacked donor-bridge-acceptor tertiary arylureas. J. Am. Chem. Soc. 129, 9848–9849 (2007).
Zhu, H., Yang, Y., Wu, K. & Lian, T. Charge transfer dynamics from photoexcited semiconductor quantum dots. Annu. Rev. Phys. Chem. 67, 259–281 (2016).
Sutcliffe, E., Cagan, D. A. & Hadt, R. G. Ultrafast photophysics of Ni(I)-bipyridine halide complexes: spanning the Marcus normal and inverted regimes. J. Am. Chem. Soc. 146, 15506–15514 (2024).
Heinz, B. et al. Comparing a photoinduced pericyclic ring opening and closure: differences in the excited state pathways. J. Am. Chem. Soc. 129, 8577–8584 (2007).
Neshchadin, D. et al. Acylgermanes: photoinitiators and sources for Ge-centered radicals. Insights into their reactivity. J. Am. Chem. Soc. 135, 17314–17321 (2013).
Leiderman, P., Genosar, L. & Huppert, D. Excited-state proton transfer: indication of three steps in the dissociation and recombination process. J. Phys. Chem. A 109, 5965–5977 (2005).
Perez-Lustres, J. L. et al. Ultrafast proton transfer to solvent: molecularity and intermediates from solvation- and diffusion-controlled regimes. J. Am. Chem. Soc. 129, 5408–5418 (2007).
Bandara, H. M. & Burdette, S. C. Photoisomerization in different classes of azobenzene. Chem. Soc. Rev. 41, 1809–1825 (2012).
Quick, M. et al. Photoisomerization dynamics and pathways of trans- and cis-azobenzene in solution from broadband femtosecond spectroscopies and calculations. J. Phys. Chem. B 118, 8756–8771 (2014).
Weigel, A. et al. Barrierless photoisomerisation of the ‘simplest cyanine’: joining computational and femtosecond optical spectroscopies to trace the full reaction path. Phys. Chem. Chem. Phys. 14, 13350–13364 (2012).
Norrish, R. G. W. & Porter, G. Chemical reactions produced by very high light intensities. Nature 164, 658–658 (1949).
Keller, U. Recent developments in compact ultrafast lasers. Nature 424, 831–838 (2003).
Strickland, D. Nobel lecture: generating high-intensity ultrashort optical pulses. Rev. Mod. Phys. 91, 030502 (2019).
Strickland, D. & Mourou, G. Compression of amplified chirped optical pulses. Opt. Commun. 55, 447–449 (1985). A milestone in laser physics that introduced chirped pulse amplification, enabling the generation of the high-intensity ultrashort pulses.
Auston, D. H. et al. Ultrashort Laser Pulses and Applications (Springer, 2013).
Fleming, G. Chemical Applications of Ultrafast Spectroscopy (Oxford Univ. Press, 1985).
Zewail, A. H. Femtochemistry: recent progress in studies of dynamics and control of reactions and their transition states. J. Phys. Chem. 100, 12701–12724 (1996).
Shank, C. V. Advances in femtosecond optical spectroscopy techniques. Laser Chem. 3, 133–143 (1983).
Mukamel, S. Femtosecond optical spectroscopy: a direct look at elementary chemical events. Annu. Rev. Phys. Chem. 41, 647–681 (1990). This foundational theoretical framework describes nonlinear optical spectroscopy and remains essential for interpreting transient absorption signals.
Pollard, W. T. & Mathies, R. A. Analysis of femtosecond dynamic absorption spectra of nonstationary states. Annu. Rev. Phys. Chem. 43, 497–523 (1992). This work established the theoretical basis for interpreting femtosecond transient absorption spectra of non-stationary states.
Stock, G. & Domcke, W. Detection of ultrafast molecular-excited-state dynamics with time- and frequency-resolved pump-probe spectroscopy. Phys. Rev. A 45, 3032–3040 (1992).
Zewail, A. H. Femtochemistry: atomic-scale dynamics of the chemical bond using ultrafast lasers (Nobel Lecture). Angew. Chem. Int. Ed. 39, 2586–2631 (2000). This Nobel Lecture summarizes the birth of femtochemistry using ultrafast lasers to observe atomic-scale dynamics and transition states in real time.
McCusker, J. K. Femtosecond absorption spectroscopy of transition metal charge-transfer complexes. Acc. Chem. Res. 36, 876–887 (2003). This work demonstrates the power of femtosecond TA spectroscopy in resolving charge-transfer dynamics in transition metal complexes.
Schmitt, M., Dietzek, B., Hermann, G. & Popp, J. Femtosecond time-resolved spectroscopy on biological photoreceptor chromophores. Laser Photon. Rev. 1, 57–78 (2007).
Ohkita, H., Tamai, Y., Benten, H. & Ito, S. Transient absorption spectroscopy for polymer solar cells. IEEE J. Sel. Top. Quantum Electron. 22, 100–111 (2016).
Miao, T. J. & Tang, J. Characterization of charge carrier behavior in photocatalysis using transient absorption spectroscopy. J. Chem. Phys. 152, 194201 (2020).
Zhang, J., Zhu, B., Zhang, L. & Yu, J. Femtosecond transient absorption spectroscopy investigation into the electron transfer mechanism in photocatalysis. Chem. Commun. 59, 688–699 (2023).
Glinka, Y. D. Ultrafast transient absorption spectroscopy of 2D semiconductors: a review. J. Phys. Condens. Matter https://doi.org/10.1088/1361-648X/ae191d (2025).
Nisoli, M., Decleva, P., Calegari, F., Palacios, A. & Martin, F. Attosecond electron dynamics in molecules. Chem. Rev. 117, 10760–10825 (2017).
Krausz, F. & Ivanov, M. Attosecond physics. Rev. Mod. Phys. 81, 163–234 (2009).
Li, J. et al. Attosecond science based on high harmonic generation from gases and solids. Nat. Commun. 11, 2748 (2020).
Goulielmakis, E. et al. Real-time observation of valence electron motion. Nature 466, 739–743 (2010). This experiment directly observed valence electron motion in real time by ultrafast spectroscopy.
Jager, M. F. et al. Attosecond transient absorption instrumentation for thin film materials: phase transitions, heat dissipation, signal stabilization, timing correction, and rapid sample rotation. Rev. Sci. Instrum. 89, 013109 (2018).
Schultze, M. et al. Ultrafast dynamics. Attosecond band-gap dynamics in silicon. Science 346, 1348–1352 (2014).
Kobayashi, Y., Chang, K. F., Zeng, T., Neumark, D. M. & Leone, S. R. Direct mapping of curve-crossing dynamics in IBr by attosecond transient absorption spectroscopy. Science 365, 79–83 (2019). This study showcases attosecond transient absorption as a powerful method to map non-adiabatic molecular dynamics in real time.
Maiuri, M., Garavelli, M. & Cerullo, G. Ultrafast spectroscopy: state of the art and open challenges. J. Am. Chem. Soc. 142, 3–15 (2020). This perspective outlines the state of the art and emerging challenges in ultrafast spectroscopy, including multidimensional and multimodal approaches.
Kaindl, R. A. et al. Generation, shaping, and characterization of intense femtosecond pulses tunable from 3 to 20 μm. J. Opt. Soc. Am. B 17, 2086–2094 (2000).
Riedle, E. et al. Generation of 10 to 50 fs pulses tunable through all of the visible and the NIR. Appl. Phys. B 71, 457–465 (2000).
Cerullo, G. & De Silvestri, S. Ultrafast optical parametric amplifiers. Rev. Sci. Instrum. 74, 1–18 (2003). This review provides design criteria and physical principles for ultrafast optical parametric amplifiers.
Brida, D. et al. Few-optical-cycle pulses tunable from the visible to the mid-infrared by optical parametric amplifiers. J. Opt. 12, 013001 (2009).
Sansone, G., Poletto, L. & Nisoli, M. High-energy attosecond light sources. Nat. Photon. 5, 655–663 (2011).
L’Huillier, A. & Balcou, P. High-order harmonic generation in rare gases with a 1-ps 1053-nm laser. Phys. Rev. Lett. 70, 774–777 (1993).
Macklin, J. J., Kmetec, J. D. & Gordon, C. L. High-order harmonic generation using intense femtosecond pulses. Phys. Rev. Lett. 70, 766–769 (1993).
Riedle, E., Bradler, M., Wenninger, M., Sailer, C. F. & Pugliesi, I. Electronic transient spectroscopy from the deep UV to the NIR: unambiguous disentanglement of complex processes. Faraday Discuss. 163, 139–158 (2013).
Calendron, A. L., Cankaya, H., Cirmi, G. & Kartner, F. X. White-light generation with sub-ps pulses. Opt. Express 23, 13866–13879 (2015).
Bradler, M., Baum, P. & Riedle, E. Femtosecond continuum generation in bulk laser host materials with sub-μJ pump pulses. Appl. Phys. B 97, 561–574 (2009).
Brodeur, A. & Chin, S. L. Ultrafast white-light continuum generation and self-focusing in transparent condensed media. J. Opt. Soc. Am. B 16, 637–650 (1999).
Lang, B. Photometrics of ultrafast and fast broadband electronic transient absorption spectroscopy: state of the art. Rev. Sci. Instrum. 89, 093112 (2018). This work offers an in-depth analysis of the photometric principles, noise sources and sensitivity limits of broadband TA spectrometers.
Dobryakov, A. L. et al. Femtosecond pump/supercontinuum-probe spectroscopy: optimized setup and signal analysis for single-shot spectral referencing. Rev. Sci. Instrum. 81, 113106 (2010).
Bradler, M. & Riedle, E. Temporal and spectral correlations in bulk continua and improved use in transient spectroscopy. J. Opt. Soc. Am. B 31, 1465–1475 (2014).
Lin, X., Han, Y., Zhu, J. & Wu, K. Room-temperature coherent optical manipulation of hole spins in solution-grown perovskite quantum dots. Nat. Nanotechnol. 18, 124–130 (2022).
Wang, J., Ding, T., Leng, J., Jin, S. & Wu, K. ‘Intact’ carrier doping by pump–pump–probe spectroscopy in combination with interfacial charge transfer: a case study of CsPbBr3 nanocrystals. J. Phys. Chem. Lett. 9, 3372–3377 (2018).
De, A. et al. Spectator exciton effects in nanocrystals III: unveiling the stimulated emission cross section in quantum confined CsPbBr3 nanocrystals. J. Am. Chem. Soc. 146, 20241–20250 (2024).
Dana, J., Binyamin, T., Etgar, L. & Ruhman, S. Unusually strong biexciton repulsion detected in quantum confined CsPbBr3 nanocrystals with two and three pulse femtosecond spectroscopy. ACS Nano 15, 9039–9047 (2021).
Odenthal, P. et al. Spin-polarized exciton quantum beating in hybrid organic–inorganic perovskites. Nat. Phys. 13, 894–899 (2017).
Johnson, J. C. et al. Ultrafast exciton fine structure relaxation dynamics in lead chalcogenide nanocrystals. Nano Lett. 8, 1374–1381 (2008).
Jin, T., He, S., Zhu, Y., Egap, E. & Lian, T. Bright state sensitized triplet energy transfer from quantum dot to molecular acceptor revealed by temperature dependent energy transfer dynamics. Nano Lett. 22, 3897–3903 (2022).
Liu, M. et al. Coherent manipulation of photochemical spin-triplet formation in quantum dot-molecule hybrids. Nat. Mater. 24, 260–267 (2025).
Feng, D. H. et al. Long-lived, room-temperature electron spin coherence in colloidal CdS quantum dots. Appl. Phys. Lett. 100, 122406 (2012).
Megerle, U., Pugliesi, I., Schriever, C., Sailer, C. F. & Riedle, E. Sub-50 fs broadband absorption spectroscopy with tunable excitation: putting the analysis of ultrafast molecular dynamics on solid ground. Appl. Phys. B 96, 215–231 (2009).
Beckwith, J. S., Rumble, C. A. & Vauthey, E. Data analysis in transient electronic spectroscopy — an experimentalist’s view. Int. Rev. Phys. Chem. 39, 135–216 (2020). This review offers an experimentalist-oriented perspective on data analysis in transient spectroscopy.
Hamburger, R., Rumble, C. & Young, E. R. An introduction to processing, fitting, and interpreting transient absorption data. J. Vis. Exp. https://doi.org/10.3791/65519 (2024).
Aubock, G. et al. Femtosecond pump/supercontinuum-probe setup with 20 kHz repetition rate. Rev. Sci. Instrum. 83, 093105 (2012).
Manzoni, C. & Cerullo, G. Design criteria for ultrafast optical parametric amplifiers. J. Opt. 18, 103501 (2016).
Kumar, A. et al. Transient absorption spectroscopy based on uncompressed hollow core fiber white light proves pre-association between a radical ion photocatalyst and substrate. J. Chem. Phys. 158, 144201 (2023).
Laimgruber, S., Schachenmayr, H., Schmidt, B., Zinth, W. & Gilch, P. A femtosecond stimulated Raman spectrograph for the near ultraviolet. Appl. Phys. B 85, 557–564 (2006).
Buchvarov, I., Trifonov, A. & Fiebig, T. Toward an understanding of white-light generation in cubic media — polarization properties across the entire spectral range. Opt. Lett. 32, 1539–1541 (2007).
Johnson, P. J., Prokhorenko, V. I. & Miller, R. J. Stable UV to IR supercontinuum generation in calcium fluoride with conserved circular polarization states. Opt. Express 17, 21488–21496 (2009).
Cerullo, G., Manzoni, C., Luer, L. & Polli, D. Time-resolved methods in biophysics. 4. Broadband pump–probe spectroscopy system with sub-20 fs temporal resolution for the study of energy transfer processes in photosynthesis. Photochem. Photobiol. Sci. 6, 135–144 (2007).
Brazard, J., Bizimana, L. A. & Turner, D. B. Accurate convergence of transient-absorption spectra using pulsed lasers. Rev. Sci. Instrum. 86, 053106 (2015).
Wang, T. J. et al. Ultrabroadband near-infrared pulse generation by noncollinear OPA with angular dispersion compensation. Appl. Phys. B 121, 229–233 (2009).
Polli, D., Luer, L. & Cerullo, G. High-time-resolution pump–probe system with broadband detection for the study of time-domain vibrational dynamics. Rev. Sci. Instrum. 78, 103108 (2007).
Kanal, F., Keiber, S., Eck, R. & Brixner, T. 100-kHz shot-to-shot broadband data acquisition for high-repetition-rate pump–probe spectroscopy. Opt. Express 22, 16965–16975 (2014).
Polack, T. et al. CO vibration as a probe of ligand dissociation and transfer in myoglobin. Phys. Rev. Lett. 93, 018102 (2004).
Fischer, M. C., Wilson, J. W., Robles, F. E. & Warren, W. S. Invited Review Article: pump–probe microscopy. Rev. Sci. Instrum. 87, 031101 (2016).
Thomas, A. S., Bhat, V. N. & Tiwari, V. Rapid scan white light two-dimensional electronic spectroscopy with 100 kHz shot-to-shot detection. J. Chem. Phys. 159, 244202 (2023).
Bhat, V. N., Thomas, A. S., Bhattacharyya, A. & Tiwari, V. Rapid scan white light pump–probe spectroscopy with 100 kHz shot-to-shot detection. Opt. Contin. 2, 1981–1995 (2023).
Tournois, P. Acousto-optic programmable dispersive filter for adaptive compensation of group delay time dispersion in laser systems. Opt. Commun. 140, 245–249 (1997).
Donley, E. A., Heavner, T. P., Levi, F., Tataw, M. O. & Jefferts, S. R. Double-pass acousto-optic modulator system. Rev. Sci. Instrum. 76, 063112 (2005).
Vardeny, Z. & Tauc, J. Picosecond coherence coupling in the pump and probe technique. Opt. Commun. 39, 396–400 (1981).
Schriever, C., Lochbrunner, S., Riedle, E. & Nesbitt, D. J. Ultrasensitive ultraviolet–visible 20 fs absorption spectroscopy of low vapor pressure molecules in the gas phase. Rev. Sci. Instrum. 79, 013107 (2008).
Moon, J. A. Optimization of signal-to-noise ratios in pump–probe spectroscopy. Rev. Sci. Instrum. 64, 1775–1778 (1993).
Gueye, M., Nillon, J., Cregut, O. & Leonard, J. Broadband UV–Vis vibrational coherence spectrometer based on a hollow fiber compressor. Rev. Sci. Instrum. 87, 093109 (2016).
Fox, Z. W., Blair, T. J., Weakly, R. B., Courtney, T. L. & Khalil, M. Implementation of continuous fast scanning detection in femtosecond Fourier-transform two-dimensional vibrational-electronic spectroscopy to decrease data acquisition time. Rev. Sci. Instrum. 89, 113104 (2018).
Sahu, A., Bhat, V. N., Patra, S. & Tiwari, V. High-sensitivity fluorescence-detected multidimensional electronic spectroscopy through continuous pump–probe delay scan. J. Chem. Phys. 158, 024201 (2023).
Bredenbeck, J., Helbing, J. & Hamm, P. Continuous scanning from picoseconds to microseconds in time resolved linear and nonlinear spectroscopy. Rev. Sci. Instrum. 75, 4462–4466 (2004).
Schmidhammer, U., Roth, S., Riedle, E., Tishkov, A. A. & Mayr, H. Compact laser flash photolysis techniques compatible with ultrafast pump–probe setups. Rev. Sci. Instrum. 76, 093111 (2005).
Yu, A., Ye, X., Ionascu, D., Cao, W. & Champion, P. M. Two-color pump–probe laser spectroscopy instrument with picosecond time-resolved electronic delay and extended scan range. Rev. Sci. Instrum. 76, 093111 (2005).
Lang, B. et al. Broadband ultraviolet-visible transient absorption spectroscopy in the nanosecond to microsecond time domain with sub-nanosecond time resolution. Rev. Sci. Instrum. 84, 073107 (2013).
Elzinga, P. A. et al. Pump/probe method for fast analysis of visible spectral signatures utilizing asynchronous optical sampling. Appl. Opt. 26, 4303–4309 (1987). This paper introduced the asynchronous optical sampling method for achieving rapid delay scanning without the limitations of mechanical moving parts.
Gebs, R., Klatt, G., Janke, C., Dekorsy, T. & Bartels, A. High-speed asynchronous optical sampling with sub-50 fs time resolution. Opt. Express 18, 5974–5983 (2010).
Antonucci, L., Solinas, X., Bonvalet, A. & Joffre, M. Asynchronous optical sampling with arbitrary detuning between laser repetition rates. Opt. Express 20, 17928–17937 (2012).
Solinas, X., Antonucci, L., Bonvalet, A. & Joffre, M. Multiscale control and rapid scanning of time delays ranging from picosecond to millisecond. Opt. Express 25, 17811–17819 (2017).
Nakagawa, T., Okamoto, K., Hanada, H. & Katoh, R. Probing with randomly interleaved pulse train bridges the gap between ultrafast pump–probe and nanosecond flash photolysis. Opt. Lett. 41, 1498–1501 (2016).
Schriever, C., Pugliesi, I. & Riedle, E. A novel ultra-broadband transient spectrometer with microsecond measurement range based on a supercontinuum fiber laser. Appl. Phys. B 96, 247–250 (2009).
Barbatti, M. et al. Ultrafast internal conversion pathway and mechanism in 2-(2’-hydroxyphenyl)benzothiazole: a case study for excited-state intramolecular proton transfer systems. Phys. Chem. Chem. Phys. 11, 1406–1415 (2009).
Attar, A. R. et al. Femtosecond X-ray spectroscopy of an electrocyclic ring-opening reaction. Science 356, 54–59 (2017).
McClure, S. D., Turner, D. B., Arpin, P. C., Mirkovic, T. & Scholes, G. D. Coherent oscillations in the PC577 cryptophyte antenna occur in the excited electronic state. J. Phys. Chem. B 118, 1296–1308 (2014).
Wu, K., Chen, J., McBride, J. R. & Lian, T. Charge transfer. Efficient hot-electron transfer by a plasmon-induced interfacial charge-transfer transition. Science 349, 632–635 (2015).
Yang, Y. et al. Observation of a hot-phonon bottleneck in lead-iodide perovskites. Nat. Photon. 10, 53–59 (2015).
Liu, J., Leng, J., Wu, K., Zhang, J. & Jin, S. Observation of internal photoinduced electron and hole separation in hybrid two-dimensional perovskite films. J. Am. Chem. Soc. 139, 1432–1435 (2017).
Zhu, H. & Lian, T. Enhanced multiple exciton dissociation from CdSe quantum rods: the effect of nanocrystal shape. J. Am. Chem. Soc. 134, 11289–11297 (2012).
Zhu, H., Song, N., Rodriguez-Cordoba, W. & Lian, T. Wave function engineering for efficient extraction of up to nineteen electrons from one CdSe/CdS quasi-type II quantum dot. J. Am. Chem. Soc. 134, 4250–4257 (2012).
Kozma, I. Z., Krok, P. & Riedle, E. Direct measurement of the group-velocity mismatch and derivation of the refractive-index dispersion for a variety of solvents in the ultraviolet. J. Opt. Soc. Am. B 22, 1479–1485 (2005).
Röttger, K., Wang, S., Renth, F., Bahrenburg, J. & Temps, F. A femtosecond pump–probe spectrometer for dynamics in transmissive polymer films. Appl. Phys. B 118, 185–193 (2014).
Bonnett Del Alamo, M., Soncco, C., Helaconde, R., Bazo Alba, J. L. & Gago, A. M. Laser spot measurement using simple devices. AIP Adv. 11, 075016 (2021).
Rashad, M. M. Measurements of Laser Beam Using Knife Edge Technique. Thesis, Politecnico di Milano (2019).
Zhou, H. et al. Robust excitonic light emission in 2D tin halide perovskites by weak excited state polaronic effect. Nat. Commun. 15, 8541 (2024).
Liu, Y., Li, Y., Gao, K., Zhu, J. & Wu, K. Sub-single-exciton optical gain in lead halide perovskite quantum dots revealed by exciton polarization spectroscopy. J. Am. Chem. Soc. 145, 25864–25873 (2023).
Lakowicz, J. R. Principles of Fluorescence Spectroscopy (Springer, 2006).
Schott, S., Steinbacher, A., Buback, J., Nuernberger, P. & Brixner, T. Generalized magic angle for time-resolved spectroscopy with laser pulses of arbitrary ellipticity. J. Phys. B Atom. Mol. Opt. Phys. 47, 124014 (2014).
Gebre, S. T. et al. Fano resonance in CO(2) reduction catalyst functionalized quantum dots. J. Am. Chem. Soc. 147, 10966–10973 (2025).
Anderson, K. E., Sewall, S. L., Cooney, R. R. & Kambhampati, P. Noise analysis and noise reduction methods in kilohertz pump–probe experiments. Rev. Sci. Instrum. 78, 073101 (2007).
Yue, J. et al. Simple double-chopping method for scattering reduction in transient absorption spectroscopy. Chem. Phys. Lett. 802, 139766 (2022).
Dhar, L., Rogers, J. A. & Nelson, K. A. Time-resolved vibrational spectroscopy in the impulsive limit. Chem. Rev. 94, 157–193 (2002).
Lorenc, M. et al. Artifacts in femtosecond transient absorption spectroscopy. Appl. Phys. B Lasers Opt. 74, 19–27 (2002).
Rasmusson, M., Tarnovsky, A. N., Åkesson, E. & Sundström, V. On the use of two-photon absorption for determination of femtosecond pump–probe cross-correlation functions. Chem. Phys. Lett. 335, 201–208 (2001).
Raytchev, M., Pandurski, E., Buchvarov, I., Modrakowski, C. & Fiebig, T. Bichromophoric interactions and time-dependent excited state mixing in pyrene derivatives. a femtosecond broad-band pump−probe study. J. Phys. Chem. A 107, 4592–4600 (2003).
Kovalenko, S. A., Dobryakov, A. L., Ruthmann, J. & Ernsting, N. P. Femtosecond spectroscopy of condensed phases with chirped supercontinuum probing. Phys. Rev. A 59, 2369–2384 (1999).
Tokunaga, E., Terasaki, A. & Kobayashi, T. Femtosecond continuum interferometer for transient phase and transmission spectroscopy. J. Opt. Soc. Am. B 13, 496–513 (1996).
Han, Y., He, S. & Wu, K. Molecular triplet sensitization and photon upconversion using colloidal semiconductor nanocrystals. ACS Energy Lett. 9, 3151–3166 (2021).
Mongin, C., Garakyaraghi, S., Razgoniaeva, N., Zamkov, M. & Castellano, F. N. Direct observation of triplet energy transfer from semiconductor nanocrystals. Science 351, 369–372 (2016).
Eckvahl, H. J. et al. Direct observation of chirality-induced spin selectivity in electron donor–acceptor molecules. Science 382, 197–201 (2023).
He, S. et al. Doping of colloidal nanocrystals for optimizing interfacial charge transfer: a double-edged sword. J. Am. Chem. Soc. 146, 24925–24934 (2024).
Ernsting, N. P., Kovalenko, S. A., Senyushkina, T., Saam, J. & Farztdinov, V. Wave-packet-assisted decomposition of femtosecond transient ultraviolet−visible absorption spectra: application to excited-state intramolecular proton transfer in solution. J. Phys. Chem. A 105, 3443–3453 (2001).
Satzger, H. & Zinth, W. Visualization of transient absorption dynamics — towards a qualitative view of complex reaction kinetics. Chem. Phys. 295, 287–295 (2003).
de Juan, A., Jaumot, J. & Tauler, R. Multivariate curve resolution (MCR). Solving the mixture analysis problem. Anal. Methods 6, 4964–4976 (2014).
van Stokkum, I. H., Larsen, D. S. & van Grondelle, R. Global and target analysis of time-resolved spectra. Biochim. Biophys. Acta 1657, 82–104 (2004). This paper formalized the widespread use of global and target analysis algorithms to extract species-associated spectra and kinetic rates from complex datasets.
Fita, P., Luzina, E., Dziembowska, T., Radzewicz, C. & Grabowska, A. Chemistry, photophysics, and ultrafast kinetics of two structurally related Schiff bases containing the naphthalene or quinoline ring. J. Chem. Phys. 125, 184508 (2006).
Jin, T. et al. Excited state dynamics of CO(2) reduction catalyst under vibrational strong coupling. J. Am. Chem. Soc. 147, 38320–38330 (2025).
Brinks, D. et al. Ultrafast dynamics of single molecules. Chem. Soc. Rev. 43, 2476–2491 (2014).
Bardeen, C. J. The structure and dynamics of molecular excitons. Annu. Rev. Phys. Chem. 65, 127–148 (2014).
Laubereau, A. & Kaiser, W. Picosecond spectroscopy of molecular dynamics in liquids. Annu. Rev. Phys. Chem. 26, 83–99 (1975).
Smalley, R. E. Dynamics of electronically excited states. Annu. Rev. Phys. Chem. 34, 129–153 (1983).
Pérez Lustres, J. L., Dobryakov, A. L., Holzwarth, A. & Veiga, M. S2 → S1 internal conversion in β-carotene: strong vibronic coupling from amplitude oscillations of transient absorption bands. Angew. Chem. Int. Ed. 46, 3758–3761 (2007).
Hertwig, A., Hippler, H., Schmid, H. & Unterreiner, A.-N. Direct time-resolved UV-absorption study on the ultrafast internal conversion of cycloheptatriene in solution. Phys. Chem. Chem. Phys. 1, 5129–5132 (1999).
Das, A., Ghosh, S. K., Ramamurthy, V. & Sen, P. Vibration-assisted intersystem crossing in the ultrafast excited-state relaxation dynamics of halocoumarins. J. Phys. Chem. A 126, 1475–1485 (2022).
Jones, R. W. et al. Direct determination of the rate of intersystem crossing in a near-IR luminescent Cr(III) triazolyl complex. J. Am. Chem. Soc. 145, 12081–12092 (2023).
Wang, K. et al. Activated singlet fission dictated by anti-Kasha property in a rylene imide dye. J. Am. Chem. Soc. 146, 13326–13335 (2024).
Wilson, M. W. B. et al. Ultrafast dynamics of exciton fission in polycrystalline pentacene. J. Am. Chem. Soc. 133, 11830–11833 (2011).
Stern, H. L. et al. Vibronically coherent ultrafast triplet-pair formation and subsequent thermally activated dissociation control efficient endothermic singlet fission. Nat. Chem. 9, 1205–1212 (2017).
Kim, D., Rosko, M. C., Castellano, F. N., Gray, T. G. & Teets, T. S. Long excited-state lifetimes in three-coordinate copper(I) complexes via triplet-triplet energy transfer to pyrene-decorated isocyanides. J. Am. Chem. Soc. 146, 19193–19204 (2024).
Pettersson Rimgard, B. et al. Proton-coupled energy transfer in molecular triads. Science 377, 742–747 (2022).
Vismarra, F. et al. Few-femtosecond electron transfer dynamics in photoionized donor–π–acceptor molecules. Nat. Chem. 16, 2017–2024 (2024).
Lewandowska-Andralojc, A., Hug, G. L., Hörner, G., Pedzinski, T. & Marciniak, B. Unusual photobehavior of benzophenone triplets in hexafluoroisopropanol. Inversion of the triplet character of benzophenone. J. Photochem. Photobiol. A 244, 1–8 (2012).
Wang, Z. et al. Free-triplet generation with improved efficiency in tetracene oligomers through spatially separated triplet pair states. Nat. Chem. 13, 559–567 (2021).
Zhang, W. et al. Integrating aggregation induced emission and twisted intramolecular charge transfer via molecular engineering. Adv. Funct. Mater. 34, 2311404 (2024).
Zhao, T., Herbert, P. J., Zheng, H. & Knappenberger, K. L. Jr. State-resolved metal nanoparticle dynamics viewed through the combined lenses of ultrafast and magneto-optical spectroscopies. Acc. Chem. Res. 51, 1433–1442 (2018).
Hartland, G. V. Optical studies of dynamics in noble metal nanostructures. Chem. Rev. 111, 3858–3887 (2011).
Link, S. & El-Sayed, M. A. Optical properties and ultrafast dynamics of metallic nanocrystals. Annu. Rev. Phys. Chem. 54, 331–366 (2003).
Zhang, X. et al. Transient localized surface plasmon induced by femtosecond interband excitation in gold nanoparticles. Sci. Rep. 8, 10499 (2018).
Yang, W., Liu, Y., McBride, J. R. & Lian, T. Ultrafast and long-lived transient heating of surface adsorbates on plasmonic semiconductor nanocrystals. Nano Lett. 21, 453–461 (2020).
Staleva, H. & Hartland, G. V. Vibrational dynamics of silver nanocubes and nanowires studied by single-particle transient absorption spectroscopy. Adv. Funct. Mater. 18, 3809–3817 (2008).
Hu, M. & Hartland, G. V. Heat dissipation for Au particles in aqueous solution: relaxation time versus size. J. Phys. Chem. B 106, 7029–7033 (2002).
Link, S. & El-sayed, M. A. Shape and size dependence of radiative, non-radiative and photothermal properties of gold nanocrystals. Int. Rev. Phys. Chem. 19, 409–453 (2000).
Link, S. & El-sayed, M. A. Spectral properties and relaxation dynamics of surface plasmon electronic oscillations in gold and silver nanodots and nanorods. J. Phys. Chem. B 103, 8410–8426 (1999).
Wu, K., Rodríguez-Córdoba, W. E., Yang, Y. & Lian, T. Plasmon-induced hot electron transfer from the Au tip to CdS rod in CdS–Au nanoheterostructures. Nano Lett. 13, 5255–5263 (2013).
Wu, K., Chen, J., McBride, J. R. & Lian, T. Efficient hot-electron transfer by a plasmon-induced interfacial charge-transfer transition. Science 349, 632–635 (2015).
Ostovar, B. et al. The role of the plasmon in interfacial charge transfer. Sci. Adv. 10, eadp3353 (2024).
Melnychuk, C. & Guyot-Sionnest, P. Multicarrier dynamics in quantum dots. Chem. Rev. 121, 2325–2372 (2021).
deQuilettes, D. W. et al. Charge-carrier recombination in halide perovskites. Chem. Rev. 119, 11007–11019 (2019).
Klimov, V. I. Multicarrier interactions in semiconductor nanocrystals in relation to the phenomena of Auger recombination and carrier multiplication. Annu. Rev. Condens. Matter Phys. 5, 285–316 (2014).
Wu, K. & Lian, T. Quantum confined colloidal nanorod heterostructures for solar-to-fuel conversion. Chem. Soc. Rev. 45, 3781–3810 (2016).
Zhu, H., Yang, Y. & Lian, T. Multiexciton annihilation and dissociation in quantum confined semiconductor nanocrystals. Acc. Chem. Res. 46, 1270–1279 (2013).
Tao, W., Zhang, Y. & Zhu, H. Dynamic exciton polaron in two-dimensional lead halide perovskites and implications for optoelectronic applications. Acc. Chem. Res. 55, 345–353 (2022).
Zhou, H., Chen, Y. & Zhu, H. Harnessing hot carriers in two-dimensional materials. J. Phys. Chem. C 128, 9828–9836 (2024).
Klimov, V. I. & McBranch, D. W. Femtosecond 1P-to-1S electron relaxation in strongly confined semiconductor nanocrystals. Phys. Rev. Lett. 80, 4028–4031 (1998).
Yang, Y. et al. Observation of a hot-phonon bottleneck in lead-iodide perovskites. Nat. Photon. 10, 53–59 (2016).
Klimov, V. I. Spectral and dynamical properties of multiexcitons in semiconductor nanocrystals. Annu. Rev. Phys. Chem. 58, 635–673 (2007).
Tao, W., Zhou, Q. & Zhu, H. Dynamic polaronic screening for anomalous exciton spin relaxation in two-dimensional lead halide perovskites. Sci. Adv. 6, eabb7132 (2020).
Zhou, H., Chen, Y. & Zhu, H. Deciphering asymmetric charge transfer at transition metal dichalcogenide–graphene interface by helicity-resolved ultrafast spectroscopy. Sci. Adv. 7, eabg2999 (2021).
Jin, C. et al. Imaging of pure spin-valley diffusion current in WS2/WSe2 heterostructures. Science 360, 893 (2018).
Kim, J. et al. Observation of ultralong valley lifetime in WSe2/MoS2 heterostructures. Sci. Adv. 3, e1700518 (2017).
Han, Y. et al. Lattice distortion inducing exciton splitting and coherent quantum beating in CsPbI3 perovskite quantum dots. Nat. Mater. 21, 1282–1289 (2022).
Lin, X., Han, Y., Zhu, J. & Wu, K. Room-temperature coherent optical manipulation of hole spins in solution-grown perovskite quantum dots. Nat. Nanotechnol. 18, 124–130 (2023).
Qin, T. et al. Coherent exciton spin relaxation dynamics and exciton polaron character in layered two-dimensional lead-halide perovskites. ACS Nano 19, 4186–4194 (2025).
Li, X. et al. Ultrafast spontaneous localization of a Jahn–Teller exciton polaron in two-dimensional semiconducting CrI3 by symmetry breaking. Nano Lett. 22, 8755–8762 (2022).
Kelley, A. M. Electron−phonon coupling in CdSe nanocrystals. J. Phys. Chem. Lett. 1, 1296–1300 (2010).
Wang, F. et al. Phonon signatures for polaron formation in an anharmonic semiconductor. Proc. Natl. Acad. Sci. USA 119, e2122436119 (2022).
Biswas, S. et al. Exciton polaron formation and hot-carrier relaxation in rigid Dion–Jacobson-type two-dimensional perovskites. Nat. Mater. 23, 937–943 (2024).
Fu, J. et al. Organic and inorganic sublattice coupling in two-dimensional lead halide perovskites. Nat. Commun. 15, 4562 (2024).
Ye, Z. et al. Phonon-assisted up-conversion photoluminescence of quantum dots. Nat. Commun. 12, 4283 (2021).
Crespo-Hernandez, C. E., Cohen, B., Hare, P. M. & Kohler, B. Ultrafast excited-state dynamics in nucleic acids. Chem. Rev. 104, 1977–2019 (2004).
He, Y., Barone, M., Meech, S. R., Lukacs, A. & Tonge, P. J. Light-driven enzyme catalysis: ultrafast mechanisms and biochemical implications. Biochemistry 64, 2491–2505 (2025).
Zhong, D. Electron transfer mechanisms of DNA repair by photolyase. Annu. Rev. Phys. Chem. 66, 691–715 (2015).
Connelly, J. P., Müller, M. G., Bassi, R., Croce, R. & Holzwarth, A. R. Femtosecond transient absorption study of carotenoid to chlorophyll energy transfer in the light-harvesting complex II of photosystem II. Biochemistry 36, 281–287 (1997).
Baikie, T. K. et al. Photosynthesis re-wired on the pico-second timescale. Nature 615, 836–840 (2023).
Novoderezhkin, V. I., Romero, E., Dekker, J. P. & van Grondelle, R. Multiple charge-separation pathways in photosystem II: modeling of transient absorption kinetics. ChemPhysChem 12, 681–688 (2011).
Berera, R., van Grondelle, R. & Kennis, J. T. M. Ultrafast transient absorption spectroscopy: principles and application to photosynthetic systems. Photosynth. Res. 101, 105–118 (2009).
Diekmann, J. et al. The photoaddition of a psoralen to DNA proceeds via the triplet state. J. Am. Chem. Soc. 141, 13643–13653 (2019).
Diekmann, J., Theves, I., Thom, K. A. & Gilch, P. Tracing the photoaddition of pharmaceutical psoralens to DNA. Molecules 25, 5242 (2020).
Schreier, W. J., Gilch, P. & Zinth, W. Early events of DNA photodamage. Annu. Rev. Phys. Chem. 66, 497–519 (2015).
Improta, R. & Douki, T. DNA Photodamage Vol. 21 (Royal Society of Chemistry, 2021).
Cao, X. et al. Dynamics of DNA repair by class-II photolyases via a unified electron-transfer bifurcating mechanism. J. Am. Chem. Soc. 147, 11291–11300 (2025).
Yan, L. et al. Dynamics and mechanism of DNA repair by a bifunctional cryptochrome. Proc. Natl Acad. Sci. USA 121, e2417633121 (2024).
Dekker, J. P. & Grondelle, R. V. Primary charge separation in photosystem II. Photosynth. Res. 63, 195–208 (2000).
Holt, N. E. et al. Carotenoid cation formation and the regulation of photosynthetic light harvesting. Science 307, 433–436 (2005).
Holzwarth, A. R. et al. Kinetics and mechanism of electron transfer in intact photosystem II and in the isolated reaction center: pheophytin is the primary electron acceptor. Proc. Natl Acad. Sci. USA. 103, 6895–6900 (2006).
Croce, R. & van Amerongen, H. Light harvesting in oxygenic photosynthesis: structural biology meets spectroscopy. Science https://doi.org/10.1126/science.aay2058 (2020).
Schreier, W. J. et al. Thymine dimerization in DNA model systems: cyclobutane photolesion is predominantly formed via the singlet channel. J. Am. Chem. Soc. 131, 5308–5309 (2009).
Schreier, W. J. et al. Thymine dimerization in DNA is an ultrafast photoreaction. Science 315, 625–629 (2007).
Saxena, C., Sancar, A. & Zhong, D. Femtosecond dynamics of DNA photolyase: energy transfer of antenna initiation and electron transfer of cofactor reduction. J. Phys. Chem. B 108, 18026–18033 (2004).
Van Wyk, A., Smith, T., Park, J. & Deria, P. Charge-transfer within Zr-based metal-organic framework: the role of polar node. J. Am. Chem. Soc. 140, 2756–2760 (2018).
Xu, J. Y. et al. Ultrafast dynamics of charge transfer and photochemical reactions in solar energy conversion. Adv. Sci. 5, 1800221 (2018).
Zhang, T. et al. Ligand mediated assembly of CdS colloids in 3D porous metal–organic framework derived scaffold with multi-sites heterojunctions for efficient CO2 photoreduction. Adv. Energy Mater. 14, 2400388 (2024).
Zhou, G. et al. Spontaneous carrier generation and low recombination in high-efficiency non-fullerene solar cells. Energy Environ. Sci. 15, 3483–3493 (2022).
Wang, J. et al. Transfer dynamics of photo-generated carriers in catalysis. Chem. Soc. Rev. 54, 6553–6596 (2025).
Ponseca, C. S. Jr, Chabera, P., Uhlig, J., Persson, P. & Sundstrom, V. Ultrafast electron dynamics in solar energy conversion. Chem. Rev. 117, 10940–11024 (2017).
Ma, J., Miao, T. J. & Tang, J. Charge carrier dynamics and reaction intermediates in heterogeneous photocatalysis by time-resolved spectroscopies. Chem. Soc. Rev. 51, 5777–5794 (2022).
Wu, K., Zhu, H. & Lian, T. Ultrafast exciton dynamics and light-driven H2 evolution in colloidal semiconductor nanorods and Pt-tipped nanorods. Acc. Chem. Res. 48, 851–859 (2015).
Anderson, N. A. & Lian, T. Ultrafast electron injection from metal polypyridyl complexes to metal-oxide nanocrystalline thin films. Coord. Chem. Rev. 248, 1231–1246 (2004).
Anderson, N. A. & Lian, T. Q. Ultrafast electron transfer at the molecule–semiconductor nanoparticle interface. Annu. Rev. Phys. Chem. 56, 491–519 (2005).
Tamaki, Y. et al. Dynamics of efficient electron–hole separation in TiO2 nanoparticles revealed by femtosecond transient absorption spectroscopy under the weak-excitation condition. Phys. Chem. Chem. Phys. 9, 1453–1460 (2007).
Tamaki, Y. et al. Direct observation of reactive trapped holes in TiO2 undergoing photocatalytic oxidation of adsorbed alcohols: evaluation of the reaction rates and yields. J. Am. Chem. Soc. 128, 416–417 (2006).
Bahnemann, D. W., Hilgendorff, M. & Memming, R. Charge carrier dynamics at TiO2 particles: reactivity of free and trapped holes. J. Phys. Chem. B 101, 4265–4275 (1997).
Furube, A., Asahi, T., Masuhara, H., Yamashita, H. & Anpo, M. Charge carrier dynamics of standard TiO2 catalysts revealed by femtosecond diffuse reflectance spectroscopy. J. Phys. Chem. B 103, 3120–3127 (1999).
Cheng, C. et al. Verifying the charge-transfer mechanism in S-scheme heterojunctions using femtosecond transient absorption. Spectrosc. Angew. Chem. Int. Ed. 62, e202218688 (2023).
Zhang, L., Zhang, J., Yu, J. & Garcia, H. Charge-transfer dynamics in S-scheme photocatalyst. Nat. Rev. Chem. 9, 328–342 (2025).
Coropceanu, V., Chen, X. K., Wang, T. H., Zheng, Z. L. & Brédas, J. L. Charge-transfer electronic states in organic solar cells. Nat. Rev. Mater. 4, 689–707 (2019).
Vandewal, K. Interfacial charge transfer states in condensed phase systems. Annu. Rev. Phys. Chem. 67, 113–133 (2016).
Falke, S. M. et al. Coherent ultrafast charge transfer in an organic photovoltaic blend. Science 344, 1001–1005 (2014).
Herz, L. M. Charge-carrier dynamics in organic–inorganic metal halide perovskites. Annu. Rev. Phys. Chem. 67, 65–89 (2016).
Kiligaridis, A. et al. Are Shockley–Read–Hall and ABC models valid for lead halide perovskites? Nat. Commun. 12, 3329 (2021).
Manser, J. S. & Kamat, P. V. Band filling with free charge carriers in organometal halide perovskites. Nat. Photon. 8, 737–743 (2014).
Herz, L. M. Charge-carrier mobilities in metal halide perovskites: fundamental mechanisms and limits. ACS Energy Lett. 2, 1539–1548 (2017).
D’Innocenzo, V. et al. Excitons versus free charges in organo-lead tri-halide perovskites. Nat. Commun. 5, 3586 (2014).
Ardekani, H. et al. Broadband micro-transient absorption spectroscopy enabled by improved lock-in amplification. Rev. Sci. Instrum. 92, 104706 (2021).
Li, B.-H. et al. Unveiling the intrinsic photophysics in quasi-two-dimensional perovskites. J. Am. Chem. Soc. 146, 6974–6982 (2024).
Silfies, M. C., Kowzan, G., Lewis, N. & Allison, T. K. Broadband cavity-enhanced ultrafast spectroscopy. Phys. Chem. Chem. Phys. 23, 9743–9752 (2021).
Ashner, M. N. et al. Size-dependent biexciton spectrum in CsPbBr3 perovskite nanocrystals. ACS Energy Lett. 4, 2639–2645 (2019).
Ashner, M. N., Winslow, S. W., Swan, J. W. & Tisdale, W. A. Markov chain Monte Carlo sampling for target analysis of transient absorption spectra. J. Phys. Chem. A 123, 3893–3902 (2019).
Wang, Z. et al. Long-range hot charge transfer exciton dissociation in an organic/2D semiconductor hybrid excitonic heterostructure. J. Am. Chem. Soc. 145, 11227–11235 (2023).
Wang, T. et al. Hot carrier cooling and trapping in atomically thin WS2 probed by three-pulse femtosecond spectroscopy. ACS Nano 17, 6330–6340 (2023).
Ye, J. et al. Extending the defect tolerance of halide perovskite nanocrystals to hot carrier cooling dynamics. Nat. Commun. 15, 8120 (2024).
Deng, S., Blach, D. D., Jin, L. & Huang, L. Imaging carrier dynamics and transport in hybrid perovskites with transient absorption microscopy. Adv. Energy Mater. 10, 1903781 (2020).
Golz, T. et al. Transient infrared nanoscopy resolves the millisecond photoswitching dynamics of single lipid vesicles in water. Nat. Commun. 16, 6033 (2025).
Chen, X. et al. Modern scattering-type scanning near-field optical microscopy for advanced material research. Adv. Mater. 31, e1804774 (2019).
Li, J. et al. Transient nanoscopy of exciton dynamics in 2D transition metal dichalcogenides. Adv. Mater. 36, e2311568 (2024).
Khan, T. Z. et al. Femtosecond time-resolved transient absorption spectroscopy with sub-diffraction-limited spatial resolution reveals accelerated exciton loss at gold-poly(3-hexylthiophene) interface. J. Phys. Chem. C 122, 3454–3462 (2018).
Mrejen, M., Yadgarov, L., Levanon, A. & Suchowski, H. Transient exciton-polariton dynamics in WSe2 by ultrafast near-field imaging. Sci. Adv. 5, eaat9618 (2019).
Wagner, M. et al. Ultrafast and nanoscale plasmonic phenomena in exfoliated graphene revealed by infrared pump–probe nanoscopy. Nano Lett. 14, 894–900 (2014).
Hirschmann, O. et al. Ultrafast transient s-SNOM nanoscopic measurement of charge transfer between a ruthenium complex and a MoS2 monolayer. Chem. Commun. 61, 14697–14700 (2025).
Zhao, Z. et al. Applications of ultrafast nano-spectroscopy and nano-imaging with tip-based microscopy. eLight 5, 1 (2025).
Schultze, M. et al. Controlling dielectrics with the electric field of light. Nature 493, 75–78 (2012).
Géneaux, R. et al. Attosecond time-domain measurement of core-level-exciton decay in magnesium oxide. Phys. Rev. Lett. 124, 207401 (2020).
Yan, X. et al. Quantifying efficiency roll-off factors in quantum-dot light-emitting diodes. Adv. Sci. 11, e2410041 (2024).
Yan, X. et al. Elucidating the impact of electron accumulation in quantum-dot light-emitting diodes. Nano Lett. 24, 13374–13380 (2024).
Yan, X. et al. Probing the operation of quantum-dot light-emitting diodes using electrically pumped transient absorption spectroscopy. J. Phys. Chem. Lett. 15, 8593–8599 (2024).
Shields, A. J. Semiconductor quantum light sources. Nat. Photon. 1, 215–223 (2007).
Chen, Y., Zopf, M., Keil, R., Ding, F. & Schmidt, O. G. Highly-efficient extraction of entangled photons from quantum dots using a broadband optical antenna. Nat. Commun. 9, 2994 (2018).
Villabona-Monsalve, J. P., Varnavski, O., Palfey, B. A. & Goodson, T. III. Two-photon excitation of flavins and flavoproteins with classical and quantum light. J. Am. Chem. Soc. 140, 14562–14566 (2018).
Eshun, A. et al. Investigations of molecular optical properties using quantum light and Hong–Ou–Mandel interferometry. J. Am. Chem. Soc. 143, 9070–9081 (2021).
Dorfman, K. E., Schlawin, F. & Mukamel, S. Nonlinear optical signals and spectroscopy with quantum light. Rev. Mod. Phys. 88, 045008 (2016).
Richter, M. & Mukamel, S. Collective two-particle resonances induced by photon entanglement. Phys. Rev. A 83, 063805 (2011).
Schlawin, F., Dorfman, K. E. & Mukamel, S. Entangled two-photon absorption spectroscopy. Acc. Chem. Res. 51, 2207–2214 (2018).
Zhang, Z., Peng, T., Nie, X., Agarwal, G. S. & Scully, M. O. Entangled photons enabled time-frequency-resolved coherent Raman spectroscopy and applications to electronic coherences at femtosecond scale. Light Sci. Appl. 11, 274 (2022).
Zhao, R. et al. Robustness and accuracy improvement of data processing with 2D neural networks for transient absorption dynamics. Phys. Chem. Chem. Phys. 23, 16998–17008 (2021).
Ma, L. & Jiang, L. Intelligently optimized global analysis of time resolved spectra with particle swarm optimization. Spectrochim. Acta A Mol. Biomol. Spectrosc. 308, 123685 (2024).
Gutberlet, T., Chang, H.-T., Zayko, S., Sivis, M. & Ropers, C. High-sensitivity extreme-ultraviolet transient absorption spectroscopy enabled by machine learning. Opt. Express 31, 39757–39764 (2023).
Acknowledgements
H.Z. thanks the financial support from the National Natural Science Foundation of China (92477125 and 22273084) and Fundamental Research Funds for the Zhejiang Provincial Universities (226-2025-00260). This study is supported by the open fund of the State Key Laboratory of Molecular Reaction Dynamics in DICP, CAS and Instrument Innovation Program of Institute of Fundamental and Transdisciplinary Research, Zhejiang University. T.L. thanks the financial support from US Department of Energy, Office of Basic Energy Sciences, Solar Photochemistry Program under award number DE-SC0026199.
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Introduction (S.H. and H.Z.); Experimentation (S.H. and H.Z.); Results (S.H. and H.Z.); Applications (P.J. and H.Z.); Reproducibility and data deposition (S.H. and H.Z.); Limitations and optimizations (P.J. and H.Z.); Outlook (P.J. and H.Z.); overview of the Primer (T.L. and H.Z.).
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Glossary
- ABC recombination model
-
A standard phenomenological framework that quantifies the total free carrier recombination rate in semiconductors as the sum of three carrier-density-dependent terms: first-order Shockley–Read–Hall trap-assisted non-radiative recombination (denoted as coefficient A), second-order bimolecular radiative recombination (coefficient B) and third-order Auger non-radiative recombination (coefficient C).
- Asynchronous optical sampling
-
A pump–probe acquisition scheme that uses two laser systems with slightly detuned repetition rates. The constant repetition rate difference causes the time delay between the pump and probe pulse pairs to increment automatically with each laser shot, scanning through the full interpulse period.
- Chirp correction
-
A computational post-processing step applied to raw transient absorption data to remove the temporal distortion caused by group velocity dispersion, which causes different probe wavelengths to arrive at the sample at different times, thereby restoring a physically accurate time zero across the entire spectrum.
- Dark noise
-
Stochastic electronic noise present in a photodetector when no optical signal is incident, arising primarily from thermally generated charge carriers.
- Excited-state absorption
-
(ESA). Induced absorption from a populated excited state to a higher-lying state, resulting in a positive change in absorbance.
- Ground-state bleach
-
(GSB). These signals correspond to a decrease in absorption at the probe wavelength owing to the depletion of molecules or materials in the ground state following the photoexcitation by the pump pulse.
- High-harmonic generation
-
A highly nonlinear optical process in which intense, ultrashort laser pulses drive the emission of coherent light at odd-integer multiples of the fundamental frequency of driving laser, often extending into the extreme ultraviolet and soft X-ray spectral regions.
- Knife edge scanning method
-
A beam profiling technique in which a sharp, opaque edge is translated through a focused laser beam while the transmitted power is recorded; the resulting sigmoidal transmission curve is differentiated to obtain the beam’s spatial intensity profile and calculate its waist.
- Mechanical chopper
-
A synchronized, rotating wheel with a patterned aperture (for example, a slit) that periodically blocks the pump beam at a set frequency.
- Rapid-scan
-
A motorized delay stage continuously and repetitively sweeps the pump–probe time delay while the probe signal is recorded in real time, building up a complete transient trace over many successive scans.
- Readout noise
-
The electronic noise introduced during the process of converting the stored charge in a detector’s pixels into a measurable voltage signal, which adds a fixed uncertainty to each pixel value and is independent of both the signal level and integration time.
- Shot noise
-
The fundamental, signal-dependent statistical noise arising from the discrete quantum nature of light and charge, whose magnitude scales as the square root of the total number of photoelectrons and sets the theoretical signal-to-noise limit for an ideal detector.
- Step-scan
-
The pump–probe delay is incremented in discrete, preset steps, and at each delay position the probe signal is fully acquired, typically by averaging over many pump modulation cycles, before the delay stage moves to the next temporal point.
- Supercontinuum generation
-
A nonlinear process in which an intense, narrowband pump pulse propagates through a medium, resulting in a dramatic spectral broadening that produces a coherent, broadband white-light continuum.
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He, S., Jin, P., Lian, T. et al. Transient absorption spectroscopy. Nat Rev Methods Primers 6, 34 (2026). https://doi.org/10.1038/s43586-026-00488-1
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DOI: https://doi.org/10.1038/s43586-026-00488-1