Featured
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| Open AccessRetinal photoisomerization versus counterion protonation in light and dark-adapted bacteriorhodopsin and its primary photoproduct
Malakar et al. investigate the photochemical dynamics in the isomerization of bacteriorhodopsin light and dark-adapted forms and in the first photocycle intermediate, K. The results prompt a reevaluation of the counter ion model, revealing that a different protonation then that shown in the classic quadrupole so far considered must be employed to account for the experimental data.
- Partha Malakar
- , Samira Gholami
- & Sanford Ruhman
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Article
| Open AccessThe nature of carotenoid S* state and its role in the nonphotochemical quenching of plants
Plant Light Harvesting complexes adjust to light conditions via a quenching mechanism involving carotenoids. The authors use computational simulations to reveal how carotenoids’ quenching capacity is tuned by conformational changes of the complex.
- Davide Accomasso
- , Giacomo Londi
- & Benedetta Mennucci
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Article
| Open AccessDiffusion-based generative AI for exploring transition states from 2D molecular graphs
The exploration of transition state (TS) geometries is crucial for elucidating chemical reaction mechanisms and modelling their kinetics. Here, authors propose a generative AI approach to predict TS geometries just from 2D molecular graphs of a reaction.
- Seonghwan Kim
- , Jeheon Woo
- & Woo Youn Kim
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Article
| Open AccessTheory predicts 2D chiral polaritons based on achiral Fabry–Pérot cavities using apparent circular dichroism
2D chiral polaritons are light-matter states with select angular momentum holding technological promise. Here, the authors present the theory of such states, and propose their realisation based on a phenomenon called “apparent circular dichroism”.
- Andrew H. Salij
- , Randall H. Goldsmith
- & Roel Tempelaar
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Article
| Open AccessThermal dependence of the hydrated proton and optimal proton transfer in the protonated water hexamer
Water’s pivotal role is tied to the quantum nature of its hydrogen bond dynamics. Here, the authors investigate the thermal behavior of the protonated water hexamer through accurate path integral molecular dynamics, revealing that near-room temperature conditions are optimal for proton transfer.
- Félix Mouhat
- , Matteo Peria
- & Michele Casula
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Article
| Open AccessResonating holes vs molecular spin-orbit coupled states in group-5 lacunar spinels
Dressing is a concept used to describe moderately interacting electrons. Here authors present the notion of dressed spin-orbit 3/2 moments and how this picture breaks down with increasing electronic interactions across group-5 lacunar spinel magnets.
- Thorben Petersen
- , Pritam Bhattacharyya
- & Liviu Hozoi
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Article
| Open AccessTheory predicts UV/vis-to-IR photonic down conversion mediated by excited state vibrational polaritons
Vibrational polaritons steer chemical reactions and control quantum states for information processing. Here the authors predict their formation during electronic photo-excitation, enabling a down-conversion of visible to infrared photons.
- Connor K. Terry Weatherly
- , Justin Provazza
- & Roel Tempelaar
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Article
| Open AccessQuantum simulation of exact electron dynamics can be more efficient than classical mean-field methods
It is often assumed that systems that can be analyzed accurately via mean-field theory would not be worth looking at using quantum algorithms, given entanglement plays no key role. Here, the authors show instead that a quantum advantage can be expected for simulating the exact time evolution of such electronic systems.
- Ryan Babbush
- , William J. Huggins
- & Joonho Lee
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Matters Arising
| Open AccessOn the existence of collective interactions reinforcing the metal-ligand bond in organometallic compounds
- Jordi Poater
- , Pascal Vermeeren
- & Miquel Solà
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Article
| Open AccessStochastic representation of many-body quantum states
Variational approaches combined with machine learning are promising for solving quantum many-body problems, but they often suffer from scaling and optimization issues. Here the authors demonstrate that a stochastic representation of wavefunctions enables reducing the ground state search to standard regression.
- Hristiana Atanasova
- , Liam Bernheimer
- & Guy Cohen
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Article
| Open AccessEfficient interatomic descriptors for accurate machine learning force fields of extended molecules
Accurate description of non-local interactions represents a challenge for machine learning force fields. Here, authors develop linearly scaling global descriptors and analyse the non-local interatomic features that contribute to accurate predictions.
- Adil Kabylda
- , Valentin Vassilev-Galindo
- & Alexandre Tkatchenko
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Article
| Open AccessComputational study on the catalytic control of endo/exo Diels-Alder reactions by cavity quantum vacuum fluctuations
Strong light-matter interactions are a pathway to chemical control at the molecular level. Here, authors theoretically show that an optical cavity allows to control catalysis, inhibition, and endo/exo stereoselectivity in Diels-Alder reactions.
- Fabijan Pavošević
- , Robert L. Smith
- & Angel Rubio
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Article
| Open AccessEvaluating the evidence for exponential quantum advantage in ground-state quantum chemistry
The extent of problems in quantum chemistry for which quantum algorithms could provide a speedup is still unclear, as well as the kind of speedup one should expect. Here, the authors look at the problem of ground state energy estimation, and gather theoretical and numerical evidence for the fact that an exponential quantum advantage is unlikely for generic problems of interest.
- Seunghoon Lee
- , Joonho Lee
- & Garnet Kin-Lic Chan
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Article
| Open AccessTheory of sigma bond resonance in flat boron materials
Here, the authors present a resonance theory to describe the bonding configuration of flat boron materials without quantum calculation. Like aromaticity theory in carbon, it allows to intuitively understand the stability and properties of boron-related materials
- Lu Qiu
- , Xiuyun Zhang
- & Feng Ding
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Article
| Open AccessEntangled spin-polarized excitons from singlet fission in a rigid dimer
Singlet fission is recognized as an enabling process for next-generation solar cells. Here the authors design a molecular system where specific spin sub-levels can be initialized to produce a highly entangled state and demonstrate that the coherence between magnetic sub-levels of that state is preserved at higher temperatures than those encountered in conventional superconducting quantum hardware.
- Ryan D. Dill
- , Kori E. Smyser
- & Joel D. Eaves
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Article
| Open AccessElectronic excited states in deep variational Monte Carlo
Deep neural networks can learn and represent nearly exact electronic ground states. Here, the authors advance this approach to excited states, achieving high accuracy across a range of atoms and molecules, opening up the possibility to model many excited-state processes.
- M. T. Entwistle
- , Z. Schätzle
- & F. Noé
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Article
| Open AccessAutomatic purpose-driven basis set truncation for time-dependent Hartree–Fock and density-functional theory
Time-dependent calculations are widely employed in simulating spectra. Here, the authors present a basis set truncation scheme to analyse and accelerate TDDFT calculations with negligible change in the resulting electronic spectra.
- Ruocheng Han
- , Johann Mattiat
- & Sandra Luber
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Article
| Open AccessA theory-driven synthesis of symmetric and unsymmetric 1,2-bis(diphenylphosphino)ethane analogues via radical difunctionalization of ethylene
DPPEs are fundamental bidentate ligands with a C2-alkyl-linker chain for many transition-metal-catalyzed reactions. Here, authors utilize the AFIR method to develop a practical synthetic method for both symmetric and unsymmetric DPPEs with ethylene.
- Hideaki Takano
- , Hitomi Katsuyama
- & Tsuyoshi Mita
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Article
| Open AccessRetinal chromophore charge delocalization and confinement explain the extreme photophysics of Neorhodopsin
Fluorescent proteins that self-assemble and localize in the neuron membrane are vital in neurosciences, particularly in optogenetics applications. Here the authors present a quantum-mechanics/molecular mechanics model for the photoisomerization of the natural highly fluorescent Neorhodopsin, explaining the highly fluorescent quantum yield that could lead to effective visualization of neural signals.
- Riccardo Palombo
- , Leonardo Barneschi
- & Massimo Olivucci
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Article
| Open AccessOn the fluorescence enhancement of arch neuronal optogenetic reporters
Arch-3 rhodopsin variants are common fluorescent reporters of neuronal activity. Here, the authors show with quantum chemical modelling that a set of these proteins reveals a direct proportionality between their observed fluorescence intensity and the stability of an exotic excited-state diradical intermediate.
- Leonardo Barneschi
- , Emanuele Marsili
- & Massimo Olivucci
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Article
| Open AccessThe coupling of the hydrated proton to its first solvation shell
The Zundel [H(H2O)2]+ and Eigen [H(H2O)4]+ cations exhibit radicallly different infrared spectra and are the limiting dynamical structures involved in proton mobility in liquid water. Here, the authors find through quantum dynamics simulations that two polarized water molecules and a proton suffice to explain the key spectroscopic features connected to proton mobility for both species.
- Markus Schröder
- , Fabien Gatti
- & Oriol Vendrell
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Article
| Open AccessThe role of references and the elusive nature of the chemical bond
The theory of chemical bonding relies on arbitrary references. Here the authors report a fundamental study on the chemical bond showing that considering the binding fragments as objects in real space enables to eliminate inherent biases.
- Ángel Martín Pendás
- & Evelio Francisco
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Article
| Open AccessChiral photochemistry of achiral molecules
The authors report non-adiabatic first principles molecular dynamics to show how an achiral molecule can be converted to a chiral one upon photoexcitation. These results demonstrate the possibility of asymmetric photochemistry starting from achiral reactants.
- Umberto Raucci
- , Hayley Weir
- & Todd J. Martínez
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Article
| Open AccessMolecular orbital theory in cavity QED environments
Theoretical description of light-matter coupling in the strong-coupling regime is challenging. Here the authors introduce a fully consistent ab-initio method of molecular orbital theory applicable to material systems in quantum electrodynamics environments.
- Rosario R. Riso
- , Tor S. Haugland
- & Henrik Koch
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Article
| Open AccessAccurate determination of solvation free energies of neutral organic compounds from first principles
Theoretical estimations of solvation free energy by continuum solvation models are generally not accurate. Here the authors report a polarizable force field fitted entirely to first-principles calculations for the estimation of free energy of solvation of arbitrary molecules.
- Leonid Pereyaslavets
- , Ganesh Kamath
- & Boris Fain
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Article
| Open AccessSpookyNet: Learning force fields with electronic degrees of freedom and nonlocal effects
Current machine-learned force fields typically ignore electronic degrees of freedom. SpookyNet is a deep neural network that explicitly treats electronic degrees of freedom, closing an important remaining gap for models in quantum chemistry.
- Oliver T. Unke
- , Stefan Chmiela
- & Klaus-Robert Müller
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Article
| Open AccessArtificial intelligence-enhanced quantum chemical method with broad applicability
Artificial intelligence is combined with quantum mechanics to break the limitations of traditional methods and create a new general-purpose method for computational chemistry simulations with high accuracy, speed and transferability.
- Peikun Zheng
- , Roman Zubatyuk
- & Pavlo O. Dral
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Article
| Open AccessTowards complete assignment of the infrared spectrum of the protonated water cluster H+(H2O)21
Protonated water species have been the subject of numerous experimental and computational studies. Here the authors provide a nearly complete assignment of the experimental IR spectrum of the H+(H2O)21 water cluster based on high-level wavefunction theory and anharmonic vibrational quasi-degenerate perturbation theory.
- Jinfeng Liu
- , Jinrong Yang
- & Xiao He
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Article
| Open AccessInfusing theory into deep learning for interpretable reactivity prediction
Machine learning faces challenges in catalyst design due to its black-box nature. Here, the authors develop a theory-infused neural network approach that integrates deep learning algorithms with the well-established d-band theory of chemisorption for reactivity prediction of transition-metal surfaces.
- Shih-Han Wang
- , Hemanth Somarajan Pillai
- & Hongliang Xin
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Article
| Open AccessTeaching a neural network to attach and detach electrons from molecules
Quantum mechanical calculations of molecular ionized states are computationally quite expensive. This work reports a successful extension of a previous deep-neural networks approach towards transferable neural-network models for predicting multiple properties of open shell anions and cations.
- Roman Zubatyuk
- , Justin S. Smith
- & Olexandr Isayev
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Article
| Open AccessReal space electron delocalization, resonance, and aromaticity in chemistry
The concept of delocalization, resonance and aromaticity are commonly discussed within electronic structure frameworks relying on specific wave function expansions. Here the authors propose a redefinition of these concepts from first-principles by investigating saddle points of the all-electron probability density.
- Leonard Reuter
- & Arne Lüchow
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Article
| Open AccessMachine learning based energy-free structure predictions of molecules, transition states, and solids
Accurate computational prediction of atomistic structure with traditional methods is challenging. The authors report a kernel-based machine learning model capable of reconstructing 3D atomic coordinates from predicted interatomic distances across a variety of system classes.
- Dominik Lemm
- , Guido Falk von Rudorff
- & O. Anatole von Lilienfeld
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Article
| Open AccessInteractions between large molecules pose a puzzle for reference quantum mechanical methods
Quantum-mechanical methods of benchmark quality are widely used for describing molecular interactions. The present work shows that interaction energies by CCSD(T) and DMC are not in consistent agreement for a set of polarizable supramolecules calling for cooperative efforts solving this conundrum.
- Yasmine S. Al-Hamdani
- , Péter R. Nagy
- & Alexandre Tkatchenko
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Article
| Open AccessPervasive cooperative mutational effects on multiple catalytic enzyme traits emerge via long-range conformational dynamics
Connecting conformational dynamics and epistasis has so far been limited to a few proteins and a single fitness trait. Here, the authors provide evidence of positive epistasis on multiple catalytic traits in the evolution and dynamics of engineered cytochrome P450 monooxygenase, offering insights for in silico protein design.
- Carlos G. Acevedo-Rocha
- , Aitao Li
- & Manfred T. Reetz
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Article
| Open AccessColloidal CdSe nanocrystals are inherently defective
Colloidal CdSe nanocrystals hold great promise in applications due to their tunable optical spectrum. Using hybrid time-dependent density functional theory, the authors show that colloidal CdSe nanocrystals are inherently defective with a low energy spectrum dominated by dark, surface-associated excitations.
- Tamar Goldzak
- , Alexandra R. McIsaac
- & Troy Van Voorhis
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Article
| Open AccessClarifying the quantum mechanical origin of the covalent chemical bond
The origin of the covalent H–H bond is understood to be driven by kinetic energy lowering. Here the authors show this is not the case for bonds between heavier elements likely due to the presence of core electrons, and that constructive quantum interference instead drives bond formation.
- Daniel S. Levine
- & Martin Head-Gordon
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| Open AccessFermionic neural-network states for ab-initio electronic structure
Despite the importance of neural-network quantum states, representing fermionic matter is yet to be fully achieved. Here the authors map fermionic degrees of freedom to spin ones and use neural-networks to perform electronic structure calculations on model diatomic molecules to achieve chemical accuracy.
- Kenny Choo
- , Antonio Mezzacapo
- & Giuseppe Carleo
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| Open AccessObservation of the molecular response to light upon photoexcitation
Photoabsorption is a fundamental process that leads to changes in the electron density in matter. Here, the authors show a direct measurement of the distribution of electron density when a cyclohexadine molecule is excited by pulsed UV radiation and probed by a time delayed X-ray pulse generated at LCLS.
- Haiwang Yong
- , Nikola Zotev
- & Peter M. Weber
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| Open AccessThe electronic structure of benzene from a tiling of the correlated 126-dimensional wavefunction
The electronic structure of benzene has been a test bed for competing theories along the years. Here the authors show via quantum chemistry calculations that the wavefunction of benzene can be partitioned into tiles which show that the two electron spins exhibit staggered Kekulé structures.
- Yu Liu
- , Phil Kilby
- & Timothy W. Schmidt
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Article
| Open AccessNonmagnetic single-molecule spin-filter based on quantum interference
Quantum interference can be used to control electronic transport with high sensitivity at the nanoscale. Pal et al. show that without the need for magnetic materials, quantum interference can also filter spin transport approaching the limit of ideal spin-polarized ballistic transport in molecular junctions.
- Atindra Nath Pal
- , Dongzhe Li
- & Oren Tal
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Article
| Open AccessExact exchange-correlation potentials from ground-state electron densities
The inverse DFT problem of mapping the ground-state density to its exchange correlation potential has been numerically challenging so far. Here, the authors propose an approach for an accurate solution to the inverse DFT problem, enabling the evaluation of exact exchange and correlation potential from an ab initio density.
- Bikash Kanungo
- , Paul M. Zimmerman
- & Vikram Gavini
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Article
| Open AccessA molecular movie of ultrafast singlet fission
Ultrafast photo-induced processes in complex systems require theoretical models and their experimental validation which are still lacking. Here the authors investigate singlet fission in a pentacene dimer by a combined experimental and theoretical approach providing a real-time visualisation of the process.
- Christoph Schnedermann
- , Antonios M. Alvertis
- & Andrew J. Musser
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Article
| Open AccessProbing hydrogen bond strength in liquid water by resonant inelastic X-ray scattering
Understanding how nuclear motions affect vibrational motions in molecular liquids remains challenging in modern condensed matter physics. Here the authors study the vibrational quantum effects in liquid water and show the sensitivity on the coherent evolution of OH bonds in core-excited states.
- Vinícius Vaz da Cruz
- , Faris Gel’mukhanov
- & Michael Odelius
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Article
| Open AccessManipulating azobenzene photoisomerization through strong light–molecule coupling
Manipulation of the photochemistry of molecules is traditionally achieved through synthetic chemical modifications. Here the authors use computational photochemistry to show how to control azobenzene photoisomerization through hybrid light–molecule states (polaritons).
- J. Fregoni
- , G. Granucci
- & S. Corni
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Article
| Open AccessUltrafast carbon monoxide photolysis and heme spin-crossover in myoglobin via nonadiabatic quantum dynamics
Myoglobin bound to carbon monoxide undergoes an ultrafast light-induced reaction, which ends up in a photolyzed carbon monoxide and a spin transition of the iron center. Here, the authors employ quantum wavepacket dynamics to show that photolysis precedes the spin transition, a mechanism dominated by strong electron-nuclear couplings.
- Konstantin Falahati
- , Hiroyuki Tamura
- & Miquel Huix-Rotllant
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Article
| Open AccessQuantum machine learning for electronic structure calculations
With the rapid development of quantum computers, quantum machine learning approaches are emerging as powerful tools to perform electronic structure calculations. Here, the authors develop a quantum machine learning algorithm, which demonstrates significant improvements in solving quantum many-body problems.
- Rongxin Xia
- & Sabre Kais
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Article
| Open AccessQuantum Monte Carlo simulations of a giant {Ni21Gd20} cage with a S = 91 spin ground state
Paramagnetic metal clusters with large ground spin states often possess attractive magnetic behaviors for information storage or solid-state cooling applications. Here, the authors design a giant {Ni21Gd20} cage, which using quantum monte carlo simulations they predict to possess a spin ground state approaching S = 91.
- Wei-Peng Chen
- , Jared Singleton
- & Yan-Zhen Zheng
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Article
| Open AccessCalculating curly arrows from ab initio wavefunctions
Despite being essential to organic chemistry, the curly arrow notation of reaction mechanisms has been treated with suspicion due to its unclear connection with quantum mechanics. Here, the authors show that analysis of wavefunction 'tiles' along a reaction coordinate reveals the electron motion depicted by curly arrows.
- Yu Liu
- , Philip Kilby
- & Timothy W. Schmidt
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Article
| Open AccessA new energy transfer channel from carotenoids to chlorophylls in purple bacteria
Carotenoids harvest energy from light and transfer it to chlorophylls during photosynthesis. Here, Feng et al. perform ab initio calculations on excited-state dynamics and simulated 2D electronic spectrum of carotenoids, supporting the existence of a new excited state in carotenoids.
- Jin Feng
- , Chi-Wei Tseng
- & Yuchen Ma