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Zhu R, Li W, Zhen Z, Zou J, Liao G, Wang J, Wang Z, Chen H, Qin S, Weng Y. Quantum phase synchronization via exciton-vibrational energy dissipation sustains long-lived coherence in photosynthetic antennas. Nat Commun 2024; 15:3171. [PMID: 38609379 PMCID: PMC11015008 DOI: 10.1038/s41467-024-47560-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Accepted: 04/03/2024] [Indexed: 04/14/2024] Open
Abstract
The lifetime of electronic coherences found in photosynthetic antennas is known to be too short to match the energy transfer time, rendering the coherent energy transfer mechanism inactive. Exciton-vibrational coherence time in excitonic dimers which consist of two chromophores coupled by excitation transfer interaction, can however be much longer. Uncovering the mechanism for sustained coherences in a noisy biological environment is challenging, requiring the use of simpler model systems as proxies. Here, via two-dimensional electronic spectroscopy experiments, we present compelling evidence for longer exciton-vibrational coherence time in the allophycocyanin trimer, containing excitonic dimers, compared to isolated pigments. This is attributed to the quantum phase synchronization of the resonant vibrational collective modes of the dimer, where the anti-symmetric modes, coupled to excitonic states with fast dephasing, are dissipated. The decoupled symmetric counterparts are subject to slower energy dissipation. The resonant modes have a predicted nearly 50% reduction in the vibrational amplitudes, and almost zero amplitude in the corresponding dynamical Stokes shift spectrum compared to the isolated pigments. Our findings provide insights into the mechanisms for protecting coherences against the noisy environment.
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Affiliation(s)
- Ruidan Zhu
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
| | - Wenjun Li
- Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong, 264003, P. R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
| | - Zhanghe Zhen
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
- Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong, 264003, P. R. China
| | - Jiading Zou
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
| | - Guohong Liao
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
| | - Jiayu Wang
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
| | - Zhuan Wang
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
| | - Hailong Chen
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China
- Songshan Lake Materials Laboratory, Dongguan, 523808, Guangdong, P.R. China
| | - Song Qin
- Yantai Institute of Coastal Zone Research, Chinese Academy of Sciences, Yantai, Shandong, 264003, P. R. China.
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China.
| | - Yuxiang Weng
- Laboratory of Soft Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190, P.R. China.
- University of Chinese Academy of Sciences, Beijing, 100049, P.R. China.
- Songshan Lake Materials Laboratory, Dongguan, 523808, Guangdong, P.R. China.
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2
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Freixas VM, Keefer D, Tretiak S, Fernandez-Alberti S, Mukamel S. Ultrafast coherent photoexcited dynamics in a trimeric dendrimer probed by X-ray stimulated-Raman signals. Chem Sci 2022; 13:6373-6384. [PMID: 35733898 PMCID: PMC9159119 DOI: 10.1039/d2sc00601d] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Accepted: 04/11/2022] [Indexed: 12/14/2022] Open
Abstract
The photoinduced ultrafast coherent inter-chromophore energy redistribution in a triarylamine trimer is explored using nonadiabatic excited state molecular dynamics followed by simulations of X-ray Raman signals. The nitrogencentered system ensures strong interchromophore interactions and, thus, the presence of coherences. Nevertheless, the multitude of non-deterministic photoinduced pathways during the ultrafast inter-branch migration of the excitation results in random confinement on some branches and, therefore, spatial exciton scrambling and loss of phase information at long times. We show that the vibronic coherence dynamics evolving into the incoherent scrambling mechanism on ultrafast 50 fs timescale, is accurately probed by the TRUECARS X-ray stimulated Raman signal. In combination with previous results, where the technique has revealed long-lived coherences in a rigid heterodimer, the signal is most valuable for detecting ultrafast molecular coherences or their absence. We demonstrate that X-ray Raman spectroscopy is a useful tool in the chemical design of functional molecular building blocks. The photoinduced ultrafast coherent inter-chromophore energy redistribution in a triarylamine trimer is explored using nonadiabatic excited state molecular dynamics followed by simulations of X-ray Raman signals.![]()
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Affiliation(s)
- Victor M Freixas
- Departamento de Ciencia y Tecnologia, Universidad Nacional de Quilmes/CONICET B1876BXD Bernal Argentina
| | - Daniel Keefer
- Department of Chemistry and Physics and Astronomy, University of California Irvine California 92697-2025 USA
| | - Sergei Tretiak
- Theoretical Division, Los Alamos National Laboratory Los Alamos New Mexico 87545 USA
| | | | - Shaul Mukamel
- Department of Chemistry and Physics and Astronomy, University of California Irvine California 92697-2025 USA
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3
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Higgins JS, Allodi MA, Lloyd LT, Otto JP, Sohail SH, Saer RG, Wood RE, Massey SC, Ting PC, Blankenship RE, Engel GS. Redox conditions correlated with vibronic coupling modulate quantum beats in photosynthetic pigment-protein complexes. Proc Natl Acad Sci U S A 2021; 118:e2112817118. [PMID: 34845027 PMCID: PMC8670468 DOI: 10.1073/pnas.2112817118] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2021] [Indexed: 11/18/2022] Open
Abstract
Quantum coherences, observed as time-dependent beats in ultrafast spectroscopic experiments, arise when light-matter interactions prepare systems in superpositions of states with differing energy and fixed phase across the ensemble. Such coherences have been observed in photosynthetic systems following ultrafast laser excitation, but what these coherences imply about the underlying energy transfer dynamics remains subject to debate. Recent work showed that redox conditions tune vibronic coupling in the Fenna-Matthews-Olson (FMO) pigment-protein complex in green sulfur bacteria, raising the question of whether redox conditions may also affect the long-lived (>100 fs) quantum coherences observed in this complex. In this work, we perform ultrafast two-dimensional electronic spectroscopy measurements on the FMO complex under both oxidizing and reducing conditions. We observe that many excited-state coherences are exclusively present in reducing conditions and are absent or attenuated in oxidizing conditions. Reducing conditions mimic the natural conditions of the complex more closely. Further, the presence of these coherences correlates with the vibronic coupling that produces faster, more efficient energy transfer through the complex under reducing conditions. The growth of coherences across the waiting time and the number of beating frequencies across hundreds of wavenumbers in the power spectra suggest that the beats are excited-state coherences with a mostly vibrational character whose phase relationship is maintained through the energy transfer process. Our results suggest that excitonic energy transfer proceeds through a coherent mechanism in this complex and that the coherences may provide a tool to disentangle coherent relaxation from energy transfer driven by stochastic environmental fluctuations.
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Affiliation(s)
- Jacob S Higgins
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Marco A Allodi
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Lawson T Lloyd
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - John P Otto
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Sara H Sohail
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Rafael G Saer
- The Photosynthetic Antenna Research Center, Washington University in St. Louis, St. Louis, MO, 63130
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130
| | - Ryan E Wood
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Sara C Massey
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Po-Chieh Ting
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
| | - Robert E Blankenship
- The Photosynthetic Antenna Research Center, Washington University in St. Louis, St. Louis, MO, 63130
- Department of Biology, Washington University in St. Louis, St. Louis, MO, 63130
- Department of Chemistry, Washington University in St. Louis, St. Louis, MO, 63130
| | - Gregory S Engel
- Department of Chemistry, The University of Chicago, Chicago, IL, 60637;
- The Institute for Biophysical Dynamics, The University of Chicago, Chicago, IL, 60637
- The James Franck Institute, The University of Chicago, Chicago, IL, 60637
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4
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Schultz JD, Shin JY, Chen M, O'Connor JP, Young RM, Ratner MA, Wasielewski MR. Influence of Vibronic Coupling on Ultrafast Singlet Fission in a Linear Terrylenediimide Dimer. J Am Chem Soc 2021; 143:2049-2058. [PMID: 33464054 DOI: 10.1021/jacs.0c12201] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Singlet fission (SF) is a photophysical process capable of boosting the efficiency of solar cells. Recent experimental investigations into the mechanism of SF provide evidence for coherent mixing between the singlet, triplet, and charge transfer basis states. Up until now, this interpretation has largely focused on electronic interactions; however, nuclear motions resulting in vibronic coupling have been suggested to support rapid and efficient SF in organic chromophore assemblies. Further information about the complex interactions between vibronic excited states is needed to understand the potential role of this coupling in SF. Here, we report mixed singlet and correlated triplet pair states giving rise to sub-50 fs SF in a terrylene-3,4:11,12-bis(dicarboximide) (TDI) dimer in which the two TDI molecules are covalently linked by a direct N-N connection at one of their imide positions, leading to a linear dimer with perpendicular TDI π systems. We observe the transfer of low-frequency coherent wavepackets between the initial predominantly singlet states to the product triplet-dominated states. This implies a non-negligible dependence of SF on nonadiabatic coupling in this dimer. We interpret our experimental results in the framework of a modified Holstein Hamiltonian, which predicts that vibronic interactions between low-frequency singlet modes and high-frequency correlated triplet pair motions lead to mixing of the pure basis states. These results highlight how nonadiabatic mixing can shape the complex potential energy landscape underlying ultrafast SF.
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Affiliation(s)
- Jonathan D Schultz
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
| | - Jae Yoon Shin
- Department of Advanced Materials Chemistry, Korea University, 30019 Sejong-ro, Sejong, South Korea
| | - Michelle Chen
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
| | - James P O'Connor
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
| | - Ryan M Young
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
| | - Mark A Ratner
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
| | - Michael R Wasielewski
- Department of Chemistry and Institute for Sustainability and Energy at Northwestern, Northwestern University, Evanston, Illinois 60208-3113, United States
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5
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Abstract
In this paper, we explore the scope of vibrations as quantum ratchets that serve as nonthermal routes to achieving population transport in systems where excitation transport between molecules is otherwise energetically unfavorable. In addition to their role as channels of transport, we investigate the effect of resonance of the vibrations, which are described by Huang-Rhys mixing, with excitonic energy gaps, which leads to strongly mixed vibronic excitons. Finally, we explore the interplay of resonance and Huang-Rhys mixing with electronic coupling between the molecules, in the presence of a dissipative bath, in optimizing transport in such systems. We find that while resonance is desirable, a moderate electronic coupling has a stronger positive effect in contrast to a large electronic coupling, which results in delocalized excitations across molecules and hampers unidirectional transport. We also report a special resonance regime that is able to circumvent the transport problems arising from large electronic couplings.
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Affiliation(s)
- Pallavi Bhattacharyya
- Department of Chemistry, University of California, Berkeley 94720, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Lab, Berkeley, California 94720, United States
- Kavli Energy Nanosciences Institute at Berkeley, Berkeley, California 94720, United States
| | - Graham R Fleming
- Department of Chemistry, University of California, Berkeley 94720, United States
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Lab, Berkeley, California 94720, United States
- Kavli Energy Nanosciences Institute at Berkeley, Berkeley, California 94720, United States
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6
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Bhattacharyya P, Fleming GR. The role of resonant nuclear modes in vibrationally assisted energy transport: The LHCII complex. J Chem Phys 2020; 153:044119. [DOI: 10.1063/5.0012420] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- Pallavi Bhattacharyya
- Department of Chemistry, University of California, Berkeley, California 94720, USA
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Lab, Berkeley, California 94720, USA
| | - Graham R. Fleming
- Department of Chemistry, University of California, Berkeley, California 94720, USA
- Molecular Biophysics and Integrated Bioimaging Division, Lawrence Berkeley National Lab, Berkeley, California 94720, USA
- Kavli Energy Nanosciences Institute at Berkeley, Berkeley, California 94720, USA
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7
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Freixas VM, Tretiak S, Makhov DV, Shalashilin DV, Fernandez-Alberti S. Vibronic Quantum Beating between Electronic Excited States in a Heterodimer. J Phys Chem B 2020; 124:3992-4001. [DOI: 10.1021/acs.jpcb.0c01685] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- V. M. Freixas
- Departamento de Ciencia y Tecnologia, Universidad Nacional de Quilmes/CONICET, B1876BXD Bernal, Argentina
| | - S. Tretiak
- Theoretical Division, Center for Nonlinear Studies (CNLS), and Center for Integrated Nanotechnologies (CINT), Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States
| | - D. V. Makhov
- School of Chemistry, University of Leeds, Leeds LS2 9JT, U.K
- School of Mathematics, University of Bristol, Bristol BS8 1TW, U.K
| | | | - S. Fernandez-Alberti
- Departamento de Ciencia y Tecnologia, Universidad Nacional de Quilmes/CONICET, B1876BXD Bernal, Argentina
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8
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Oh SA, Coker DF, Hutchinson DAW. Variety, the spice of life and essential for robustness in excitation energy transfer in light-harvesting complexes. Faraday Discuss 2019; 221:59-76. [PMID: 31552998 DOI: 10.1039/c9fd00081j] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
For over a decade there has been some significant excitement and speculation that quantum effects may be important in the excitation energy transport process in the light harvesting complexes of certain bacteria and algae, in particular via the Fenna-Matthews-Olsen (FMO) complex. Whilst the excitement may have waned somewhat with the realisation that the observed long-lived oscillations in two-dimensional electronic spectra of FMO are probably due to vibronic coherences, it remains a question whether these coherences may play any important role. We review our recent work showing how important the site-to-site variation in coupling between chloroplasts in FMO and their protein scaffold environment is for energy transport in FMO and investigate the role of vibronic modes in this transport. Whilst the effects of vibronic excitations seem modest for FMO, we show that for bilin-based pigment-protein complexes of marine algae, in particular PC645, the site-dependent vibronic excitations seem essential for robust excitation energy transport, which may again open the door for important quantum effects to be important in these photosynthetic complexes.
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Affiliation(s)
- Sue Ann Oh
- Dodd-Walls Centre for Photonic and Quantum Technologies, Department of Physics, University of Otago, Dunedin, New Zealand.
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9
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Bhattacharyya P, Fleming GR. Two-Dimensional Electronic-Vibrational Spectroscopy of Coupled Molecular Complexes: A Near-Analytical Approach. J Phys Chem Lett 2019; 10:2081-2089. [PMID: 30951318 DOI: 10.1021/acs.jpclett.9b00588] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
This work presents theoretical calculations of the two-dimensional electronic-vibrational (2DEV) spectrum of a vibronically coupled molecular dimer using a near-analytical method. In strongly coupled dimers, where the IR mode is resonant with the electronic energy gap between the excitons, multiple infrared transitions become allowed that are forbidden in weakly coupled systems that have a nonresonant IR mode. This formalism enables the coherences and population contributions to be explored separately and allows efficient calculation of relaxation rates between the vibronic states. At short times, we find strong contributions of vibronic coherences to the 2DEV spectra. They decay fairly rapidly, giving rise to strong population signals. Although the interpretation of 2DEV spectra is considerably more complex than that for weakly coupled systems, the richness of the spectra and the necessity to consider both visible and infrared transition moments suggest that such analysis will be very valuable in characterizing the role of vibronic effects in ultrafast molecular dynamics.
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Affiliation(s)
- Pallavi Bhattacharyya
- Department of Chemistry , University of California , Berkeley , California 94720 , United States
- Molecular Biophysics and Integrated Bioimaging Division , Lawrence Berkeley National Lab , Berkeley , California 94720 , United States
- Kavli Energy Nanosciences Institute at Berkeley , Berkeley , California 94720 , United States
| | - Graham R Fleming
- Department of Chemistry , University of California , Berkeley , California 94720 , United States
- Molecular Biophysics and Integrated Bioimaging Division , Lawrence Berkeley National Lab , Berkeley , California 94720 , United States
- Kavli Energy Nanosciences Institute at Berkeley , Berkeley , California 94720 , United States
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10
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Wertnik M, Chin A, Nori F, Lambert N. Optimizing co-operative multi-environment dynamics in a dark-state-enhanced photosynthetic heat engine. J Chem Phys 2018; 149:084112. [PMID: 30193490 DOI: 10.1063/1.5040898] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
We analyze the role of coherent, non-perturbative system-bath interactions in a photosynthetic heat engine. Using the reaction-coordinate formalism to describe the vibrational phonon-environment in the engine, we analyze the efficiency around an optimal parameter regime predicted in earlier studies. We show that, in the limit of high-temperature photon irradiation, the phonon-assisted population transfer between bright and dark states is suppressed due to dephasing from the photon environment, even in the Markov limit where we expect the influence of each bath to have an independent and additive effect on the dynamics. Manipulating the phonon bath properties via its spectral density enables us to identify both optimal low- and high-frequency regimes where the suppression can be removed. This suppression of transfer and its removal suggests that it is important to consider carefully the non-perturbative and cooperative effects of system-bath environments in designing artificial photosynthetic systems and also that manipulating inter-environmental interactions could provide a new multidimensional "lever" by which photocells and other types of quantum devices can be optimized.
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Affiliation(s)
- Melina Wertnik
- Theoretical Quantum Physics Laboratory, RIKEN Cluster for Pioneering Research, Wako-shi, Saitama 351-0198, Japan
| | - Alex Chin
- Institut des NanoSciences de Paris, Sorbonne Université, 4 Place Jussieu, Bote Courrier 840, 75252 Paris Cedex 05, France
| | - Franco Nori
- Theoretical Quantum Physics Laboratory, RIKEN Cluster for Pioneering Research, Wako-shi, Saitama 351-0198, Japan
| | - Neill Lambert
- Theoretical Quantum Physics Laboratory, RIKEN Cluster for Pioneering Research, Wako-shi, Saitama 351-0198, Japan
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11
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Sisto A, Stross C, van der Kamp MW, O’Connor M, McIntosh-Smith S, Johnson GT, Hohenstein EG, Manby FR, Glowacki DR, Martinez TJ. Atomistic non-adiabatic dynamics of the LH2 complex with a GPU-accelerated ab initio exciton model. Phys Chem Chem Phys 2017; 19:14924-14936. [DOI: 10.1039/c7cp00492c] [Citation(s) in RCA: 50] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
We present GPU-accelerated ab initio molecular dynamics simulations of nonadiabatic dynamics in the LH2 complex in full atomistic detail.
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Affiliation(s)
- Aaron Sisto
- PULSE Institute and Department of Chemistry
- Stanford University
- Stanford
- USA
- SLAC National Accelerator Laboratory
| | - Clem Stross
- School of Chemistry
- University of Bristol
- Bristol
- UK
| | | | - Michael O’Connor
- School of Chemistry
- University of Bristol
- Bristol
- UK
- Department of Computer Science
| | | | - Graham T. Johnson
- California Institute for Quantitative Biosciences (QB3)
- University of California
- San Francisco
- USA
- Department of Bioengineering and Therapeutic Sciences
| | | | | | - David R. Glowacki
- School of Chemistry
- University of Bristol
- Bristol
- UK
- Department of Computer Science
| | - Todd J. Martinez
- PULSE Institute and Department of Chemistry
- Stanford University
- Stanford
- USA
- SLAC National Accelerator Laboratory
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