Nature Reviews Physics

Article	Citations
Physics-informed machine learning	2512
Variational quantum algorithms	1275
Higher-order band topology	326
Economic complexity theory and applications	305
Chiral spintronics	262
The potential and global outlook of integrated photonics for quantum technologies	231
Concept, implementations and applications of Fourier ptychography	217
Semiconductor qubits in practice	198
Ising machines as hardware solvers of combinatorial optimization problems	193
Graphene nanoribbons for quantum electronics	189
Engineering symmetry breaking in 2D layered materials	172
Non-Hermitian topology and exceptional-point geometries	164
Foundations of complexity economics	163
Quantitative magnetic resonance imaging of brain anatomy and in vivo histology	150
Nonlinear Hall effects	147
Non-Fourier phonon heat conduction at the microscale and nanoscale	134
Light-induced emergent phenomena in 2D materials and topological materials	131
Making clean electrical contacts on 2D transition metal dichalcogenides	121
Network geometry	121
Quantum sensors for biomedical applications	120
The randomized measurement toolbox	120
Quantum phases driven by strong correlations	117
Gravitational-wave physics and astronomy in the 2020s and 2030s	117
Quantum photonics with layered 2D materials	114
The physics of financial networks	114

Superconductivity, superfluidity and quantum geometry in twisted multilayer systems	114
Controlling covalent chemistry on graphene oxide	114
On scientific understanding with artificial intelligence	114
Multidimensional nanoscopic chiroptics	113
The origins of massive black holes	113
Magnetism, symmetry and spin transport in van der Waals layered systems	107
Measuring molecular magnets for quantum technologies	106
Hot carrier photovoltaics in van der Waals heterostructures	98
Science in the age of large language models	98
Topological quantum materials for energy conversion and storage	88
Imaging with metamaterials	86
Polariton condensates for classical and quantum computing	82
Experimental signatures of the chiral anomaly in Dirac–Weyl semimetals	77
Rashba-like physics in condensed matter	77
Diffusion metamaterials	74
Magnetic reconnection in the era of exascale computing and multiscale experiments	72
Using X-ray free-electron lasers for spectroscopy of molecular catalysts and metalloenzymes	72
Probing topological quantum matter with scanning tunnelling microscopy	72
First-principles calculations for Dzyaloshinskii–Moriya interaction	71
Opportunities in topological insulator devices	70
New physics from the polarized light of the cosmic microwave background	70
Prospects for quantum enhancement with diabatic quantum annealing	69
Chiral magnetic effect reveals the topology of gauge fields in heavy-ion collisions	68
High-temperature superconductivity	67
Physics of viral dynamics	67
Manipulating polaritons at the extreme scale in van der Waals materials	66
Engineered dissipation for quantum information science	65
The thorium-229 low-energy isomer and the nuclear clock	64
Optical superoscillation technologies beyond the diffraction limit	63
The superconducting diode effect	62
Physics and biomedical challenges of cancer therapy with accelerated heavy ions	62
Orbital magnetic states in moiré graphene systems	61
Quantum computing for finance	61
First-principles calculations for topological quantum materials	60
What human mobility data tell us about COVID-19 spread	60
A concise guide to modelling the physics of embodied intelligence in soft robotics	60
Review of performance metrics of spin qubits in gated semiconducting nanostructures	59
Light–matter interaction at atomic scales	59
Thermal conductivity of materials under pressure	58
Quantum programming languages	57
Time irreversibility in active matter, from micro to macro	57
Scientific machine learning benchmarks	57
Quantum rotations of nanoparticles	57
What we know and what we don’t know about the proton spin after 30 years	56
Nanoscale magnetic field imaging for 2D materials	55
Applications of single photons to quantum communication and computing	55
Gaussian processes for autonomous data acquisition at large-scale synchrotron and neutron facilities	54
Applications of bound states in the continuum in photonics	54
Guide to optical spectroscopy of layered semiconductors	53
Thouless pumping and topology	52

Amyloid formation as a protein phase transition	52
Machine learning in the search for new fundamental physics	51
Detecting and distinguishing Majorana zero modes with the scanning tunnelling microscope	51
The physics of optical computing	50
Machine learning and density functional theory	48
Progress in quantum teleportation	46
Non-equilibrium Bose–Einstein condensation in photonic systems	45
Topological phenomena at defects in acoustic, photonic and solid-state lattices	44
Photocurrent as a multiphysics diagnostic of quantum materials	44
The role of particle shape in computational modelling of granular matter	44
Learning quantum systems	44
Quantum simulation of fundamental particles and forces	39
Magnetic resonance elastography from fundamental soft-tissue mechanics to diagnostic imaging	38
Topological methods for data modelling	37
Microwave impedance microscopy and its application to quantum materials	36
Robustness and resilience of complex networks	36
The physics of particle formation and deposition during breathing	34
Controlling complex networks with complex nodes	33
How to optimize high-order harmonic generation in gases	33
A fresh understanding of the Mpemba effect	32
Imaging whole-brain activity to understand behaviour	32
The dawn of the nickel age of superconductivity	32
New directions in hypernuclear physics	31
Anyons in quantum Hall interferometry	30
The physics of respiratory particle generation, fate in the air, and inhalation	30
History of the HITRAN Database	29
Tests of fundamental quantum mechanics and dark interactions with low-energy neutrons	28
Modern computational studies of the glass transition	28
Physical limits in electromagnetism	28
Atmospheric ice nucleation	27
100 years of ferroelectricity	27
30 years of orbital angular momentum of light	26
Superconductivity and correlated phases in non-twisted bilayer and trilayer graphene	26
Proliferating active matter	26
Quantum states and intertwining phases in kagome materials	25
Understanding planet formation using microgravity experiments	24
The transformative potential of machine learning for experiments in fluid mechanics	24
Ionic gate spectroscopy of 2D semiconductors	24
r-Process nucleosynthesis in gravitational-wave and other explosive astrophysical events	23
Resolving conclusions about the early Universe requires accurate nuclear measurements	22
The physics of 3D printing with light	22
Applications of single photons in quantum metrology, biology and the foundations of quantum physics	22
Cycling Fermi arc electrons with Weyl orbits	22
A milestone in fusion research is reached	22
40 years of quantum computing	21
The importance of international standards for the graphene community	20
Wigner crystals in flat band 2D electron systems	20
20 years of solid-state nanopores	20
Disordered mechanical metamaterials	19
Lessons on interpretable machine learning from particle physics	19
Lessons from arXiv’s 30 years of information sharing	18
Fifty years of ‘More is different’	18
Harnessing the power of chemically active sheets in solution	18
The role of spin in thermoelectricity	17
The Higgs boson implications and prospects for future discoveries	17
Power laws in physics	17
Poincaré engineering of surface plasmon polaritons	17
Physical non-equilibria for prebiotic nucleic acid chemistry	16
High-energy neutrino transients and the future of multi-messenger astronomy	16
Superior carrier tuning in ultrathin superconducting materials by electric-field gating	16
Machine-and-data intelligence for synchrotron science	16
A survey on the complexity of learning quantum states	15
Learning quantum states from their classical shadows	15
Exascale image processing for next-generation beamlines in advanced light sources	15
Tackling the subsampling problem to infer collective properties from limited data	14
Topological defects in biological matter	14
Progress and prospects in nonlinear extreme-ultraviolet and X-ray optics and spectroscopy	14
Physical insights into non-fullerene organic photovoltaics	14
Density matrix renormalization group, 30 years on	14
Challenges and opportunities in quantum machine learning for high-energy physics	14
Artificial dynamical effects in quantum field theory	13
Light–matter interactions in quantum nanophotonic devices	13
Control of protein-based pattern formation via guiding cues	13
Forty years of stochastic resonance	13
Acoustic resonances in non-Hermitian open systems	13
Analogue simulations of quantum gravity with fluids	12
Bayesian uncertainty quantification for machine-learned models in physics	12
The challenge of blending in large sky surveys	11
New approaches to dark matter detection	11
Graph neural networks at the Large Hadron Collider	11

Gravitational-wave and X-ray probes of the neutron star equation of state	11
Strategic control of atomic-scale defects for tuning properties in metals	11
Dequantizing algorithms to understand quantum advantage in machine learning	11
25 years of experimental quantum teleportation	11
A new frontier for Hopfield networks	11
Low-dimensional quantum gases in curved geometries	10
Visualizing big science projects	10
The rise of data-driven modelling	9
Simulation-based inference in particle physics	9
15 years of topological insulators	9
Probing charge density in materials with atomic resolution in real space	9
Advancing molecular simulation with equivariant interatomic potentials	9
Quantum connections	8
The Stern–Gerlach experiment at 100	8
Impact of high growth rates on the microstructure and vortex pinning of high-temperature superconducting coated conductors	8
Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics	8
How multiscale curvature couples forces to cellular functions	7
Photophysical properties of materials for high-speed photodetection	7
Theoretical tools for understanding the climate crisis from Hasselmann’s programme and beyond	7
From physics to art and back	7
Directed percolation and the transition to turbulence	7
Machine learning as a tool in theoretical science	7
Supersolidity in ultracold dipolar gases	6
The quest for superheavy elements and the limit of the periodic table	6
Author Correction: Physics for neuromorphic computing	6
How the Bell tests changed quantum physics	6
60 years of Landauer’s principle	6
40 years of scanning tunnelling microscopy	6
Bringing back the golden days of Bell Labs	6
The DiVincenzo criteria 20 years on	6
An AI pipeline to investigate the binding properties of poorly annotated molecules	6
On the brink of a new era in nuclear fusion R&D	6
Mechanical properties of human tumour tissues and their implications for cancer development	6
Scanning near-field infrared microscopy	6
Orbital angular momentum lasers	6
The superfluid-to-Mott insulator transition and the birth of experimental quantum simulation	6
Monte Carlo methods for impurity physics in ultracold Bose quantum gases	5
Generative AI and science communication in the physical sciences	5
Wigner’s friend and relational objectivity	5
70 years of Turing patterns	5
How to verify the precision of density-functional-theory implementations via reproducible and universal workflows	5
Tip-enhanced Raman scattering for atomic-scale spectroscopy and imaging	5
Ionic gating for ion intercalation	5
Physics of the cryosphere	5
Automated reproducible workflows and data provenance with AiiDA	5
Machine learning toolbox for quantum many body physics	4
99 years of ARPES	4
Optical superlattices in quantum gas microscopy	4
How high-energy physics plans its future	4
Anomalies in particle physics and their implications for physics beyond the standard model	4
A new family of septuple-layer 2D materials of MoSi2N4-like crystals	4
Author Correction: Multidimensional nanoscopic chiroptics	4
New excitons in multilayer 2D materials	4
50 years of quantum spin liquids	4
How to assess the carbon footprint of a large-scale physics project	4
How to profit from quantum technology without building quantum computers	4
How machines could teach physicists new scientific concepts	4
Noncommuting conserved charges in quantum thermodynamics and beyond	4
Neural operators for accelerating scientific simulations and design	4
Controlling water waves with artificial structures	4
Combining cluster-multipole theory and spin-density-functional theory in VASP to probe magnetism	3
A look at the full stack	3
25 years of small-world network theory	3
Morphogenesis beyond in vivo	3
A century of Compton scattering	3
Fighting stereotypes	3
An AI-toolkit to develop and share research into new materials	3
High-precision lattice QCD calculations of the muon anomalous magnetic moment	3
Building a brighter future for Africa with the African Light Source	3
Twenty-five years of analogue quantum simulation	3
Characterization and control of non-Markovian quantum noise	3
Weaving smooth 3D shapes with curved ribbons	3
Author Correction: Optical superoscillation technologies beyond the diffraction limit	3
How to beat the heat in cities through urban climate modelling	3
Fresh perspectives on the foundations of quantum physics	3
Laser trapping and manipulation of exciton–polariton quantum fluids	3
To reform peer review, we need to understand its past	3
10 years of the quantum anomalous Hall effect	3
Quantum Zeno effect at 45	3
Resonant anomalous X-ray reflectivity for revealing ion distributions near electrodes	3
Nanoscale laser writing of 3D ferroelectric domains in lithium niobate	2
What we’ve learned about flying less for conferences	2
The early days of Monte Carlo methods	2
A brief history of nonlinear excitations	2
Ultrathin waveguides for 2D photonic integrated circuits	2
Quantum sensing for particle physics	2
The climate emergency demands scientists take action and here’s how	2
Rigor with machine learning from field theory to the Poincaré conjecture	2
Topological thermal transport	2
Laser power stabilization via radiation pressure	2
A series of fast-paced advances in Quantum Error Correction	2
Meet the Nature Reviews Physics 2023 team	2
Should artificial intelligence be interpretable to humans?	2
Author Correction: Hot carrier photovoltaics in van der Waals heterostructures	2
How you can change gender stereotypes about physicists	2