Li, A. et al. Exceptional points and non-Hermitian photonics at the nanoscale. Nat. Nanotechnol. 18, 706–720 (2023).

Article 
ADS 

Google Scholar
 

Yin, X. & Zhang, X. Unidirectional light propagation at exceptional points. Nat. Mater. 12, 175–177 (2013).

Article 
ADS 

Google Scholar
 

Peng, B. et al. Loss-induced suppression and revival of lasing. Science 346, 328–332 (2014).

Article 
ADS 

Google Scholar
 

Doppler, J. et al. Dynamically encircling an exceptional point for asymmetric mode switching. Nature 537, 76–79 (2016).

Article 
ADS 

Google Scholar
 

Nasari, H. et al. Observation of chiral state transfer without encircling an exceptional point. Nature 605, 256–261 (2022).

Article 
ADS 

Google Scholar
 

Liu, W., Wu, Y., Duan, C.-K., Rong, X. & Du, J. Dynamically encircling an exceptional point in a real quantum system. Phys. Rev. Lett. 126, 170506 (2021).

Article 
ADS 

Google Scholar
 

Song, Q., Odeh, M., Zúñiga-Pérez, J., Kanté, B. & Genevet, P. Plasmonic topological metasurface by encircling an exceptional point. Science 373, 1133–1137 (2021).

Article 
ADS 

Google Scholar
 

Ding, F., Deng, Y., Meng, C., Thrane, P. C. & Bozhevolnyi, S. I. Electrically tunable topological phase transition in non-Hermitian optical MEMS metasurfaces. Sci. Adv. 10, eadl4661 (2024).

Article 
ADS 

Google Scholar
 

Miri, M.-A. & Alu, A. Exceptional points in optics and photonics. Science 363, eaar7709 (2019).

Article 
MathSciNet 

Google Scholar
 

Wang, C., Sweeney, W. R., Stone, A. D. & Yang, L. Coherent perfect absorption at an exceptional point. Science 373, 1261–1265 (2021).

Article 
ADS 

Google Scholar
 

Ergoktas, M. S. et al. Topological engineering of terahertz light using electrically tunable exceptional point singularities. Science 376, 184–188 (2022).

Article 
ADS 

Google Scholar
 

Wu, Y. et al. Third-order exceptional line in a nitrogen-vacancy spin system. Nat. Nanotechnol. 19, 160–165 (2024).

Article 
ADS 

Google Scholar
 

Loughlin, H. & Sudhir, V. Exceptional-point sensors offer no fundamental signal-to-noise ratio enhancement. Phys. Rev. Lett. 132, 243601 (2024).

Article 
ADS 

Google Scholar
 

Lai, Y.-H., Lu, Y.-K., Suh, M.-G., Yuan, Z. & Vahala, K. Observation of the exceptional-point-enhanced sagnac effect. Nature 576, 65–69 (2019).

Article 
ADS 

Google Scholar
 

Liu, J., Chen, L., He, F. & Zhu, K.-D. Gravitational waves detection with exceptional points in micro cavities. Preprint at https://arxiv.org/abs/2001.09462 (2020).

Wu, Y. et al. Observation of parity-time symmetry breaking in a single-spin system. Science 364, 878–880 (2019).

Article 
ADS 
MathSciNet 

Google Scholar
 

Wang, H., Lai, Y.-H., Yuan, Z., Suh, M.-G. & Vahala, K. Petermann-factor sensitivity limit near an exceptional point in a Brillouin ring laser gyroscope. Nat. Commun. 11, 1610 (2020).

Article 
ADS 

Google Scholar
 

Naikoo, J., Chhajlany, R. W. & Kołodyński, J. Multiparameter estimation perspective on non-Hermitian singularity-enhanced sensing. Phys. Rev. Lett. 131, 220801 (2023).

Article 
ADS 
MathSciNet 

Google Scholar
 

Lau, H.-K. & Clerk, A. A. Fundamental limits and non-reciprocal approaches in non-Hermitian quantum sensing. Nat. Commun. 9, 4320 (2018).

Article 
ADS 

Google Scholar
 

Chen, W., Kaya Özdemir, Ş, Zhao, G., Wiersig, J. & Yang, L. Exceptional points enhance sensing in an optical microcavity. Nature 548, 192–196 (2017).

Article 
ADS 

Google Scholar
 

Hodaei, H. et al. Enhanced sensitivity at higher-order exceptional points. Nature 548, 187–191 (2017).

Article 
ADS 

Google Scholar
 

Kononchuk, R., Cai, J., Ellis, F., Thevamaran, R. & Kottos, T. Exceptional-point-based accelerometers with enhanced signal-to-noise ratio. Nature 607, 697–702 (2022).

Article 
ADS 

Google Scholar
 

Xu, J. et al. Single-cavity loss-enabled nanometrology. Nat. Nanotechnol. 19, 1472–1477 (2024).

Article 
ADS 

Google Scholar
 

Ruan, Y.-P. et al. Observation of loss-enhanced magneto-optical effect. Nat. Photonics 19, 109–115 (2025).

Article 
ADS 

Google Scholar
 

Langbein, W. No exceptional precision of exceptional-point sensors. Phys. Rev. A 98, 023805 (2018).

Article 
ADS 

Google Scholar
 

Chen, C., Jin, L. & Liu, R.-B. Sensitivity of parameter estimation near the exceptional point of a non-Hermitian system. New J. Phys. 21, 083002 (2019).

Article 
ADS 
MathSciNet 

Google Scholar
 

Bai, K. et al. Observation of nonlinear exceptional points with a complete basis in dynamics. Phys. Rev. Lett. 132, 073802 (2024).

Article 
ADS 

Google Scholar
 

Bai, K. et al. Nonlinear exceptional points with a complete basis in dynamics. Phys. Rev. Lett. 130, 266901 (2023).

Article 
ADS 
MathSciNet 

Google Scholar
 

Bai, K. et al. Nonlinearity-enabled higher-order exceptional singularities with ultra-enhanced signal-to-noise ratio. Natl Sci. Rev. 10, nwac259 (2023).

Article 

Google Scholar
 

Suntharalingam, A., Fernández-Alcázar, L., Kononchuk, R. & Kottos, T. Noise resilient exceptional-point voltmeters enabled by oscillation quenching phenomena. Nat. Commun. 14, 5515 (2023).

Article 
ADS 

Google Scholar
 

Li, H. et al. Enhanced sensitivity with nonlinearity-induced exceptional points degeneracy lifting. Commun. Phys. 7, 117 (2024).

Article 

Google Scholar
 

Chen, D.-Y., Dong, L. & Huang, Q.-A. A nonlinear parity–time-symmetric system for robust phase sensing. Nat. Electron. https://doi.org/10.1038/s41928-025-01542-8 (2026).

Wei, Z., Huang, J.-Q., Wang, M., Xu, W. & Huang, Q.-A. Exceptional precision of a piezoelectric resonance sensor at a cube-root singularity. Phys. Rev. Appl. 22, 064082 (2024).

Article 
ADS 

Google Scholar
 

Barry, J. F. et al. Sensitivity optimization for NV-diamond magnetometry. Rev. Mod. Phys. 92, 015004 (2020).

Article 
ADS 

Google Scholar
 

Du, C. et al. Control and local measurement of the spin chemical potential in a magnetic insulator. Science 357, 195–198 (2017).

Article 
ADS 

Google Scholar
 

Degen, C. L., Reinhard, F. & Cappellaro, P. Quantum sensing. Rev. Mod. Phys. 89, 035002 (2017).

Article 
ADS 
MathSciNet 

Google Scholar
 

Boss, J. M., Cujia, K., Zopes, J. & Degen, C. L. Quantum sensing with arbitrary frequency resolution. Science 356, 837–840 (2017).

Article 
ADS 

Google Scholar
 

Schmitt, S. et al. Submillihertz magnetic spectroscopy performed with a nanoscale quantum sensor. Science 356, 832–837 (2017).

Article 
ADS 

Google Scholar
 

Wang, H. et al. A spin-refrigerated cavity quantum electrodynamic sensor. Nat. Commun. 15, 10320 (2024).

Article 
ADS 

Google Scholar
 

Zhang, G.-Q. et al. Exceptional point and cross-relaxation effect in a hybrid quantum system. PRX Quantum 2, 020307 (2021).

Article 
ADS 

Google Scholar
 

Kanamaru, T. Van der pol oscillator. Scholarpedia 2, 2202 (2007).

Article 
ADS 

Google Scholar
 

Yao, B. et al. Coherent microwave emission of gain-driven polaritons. Phys. Rev. Lett. 130, 146702 (2023).

Article 
ADS 

Google Scholar
 

Angerer, A. et al. Ultralong relaxation times in bistable hybrid quantum systems. Sci. Adv. 3, e1701626 (2017).

Article 
ADS 

Google Scholar
 

Milburn, T. J. et al. General description of quasiadiabatic dynamical phenomena near exceptional points. Phys. Rev. A 92, 052124 (2015).

Article 
ADS 

Google Scholar
 

Uzdin, R., Mailybaev, A. & Moiseyev, N. On the observability and asymmetry of adiabatic state flips generated by exceptional points. J. Phys. A: Math. Theor. 44, 435302 (2011).

Article 
ADS 
MathSciNet 

Google Scholar
 

Liu, L., Lu, Y., Zhuang, X., Zhang, Q. & Fang, G. Noise analysis in pre-amplifier circuits associated to highly sensitive optically-pumped magnetometers for geomagnetic applications. Appl. Sci. 10, 7172 (2020).

Article 

Google Scholar
 

Schwindt, P. D. et al. Chip-scale atomic magnetometer. Appl. Phys. Lett. 85, 6409–6411 (2004).

Article 
ADS 

Google Scholar
 

Jenkins, A. Self-oscillation. Phys. Rep. 525, 167–222 (2013).

Article 
ADS 
MathSciNet 

Google Scholar
 

Barry, J. F. et al. Ferrimagnetic oscillator magnetometer. Phys. Rev. Appl. 19, 044044 (2023).

Article 
ADS 

Google Scholar
 

Barry, J. F. et al. Sensitive ac and dc magnetometry with nitrogen-vacancy-center ensembles in diamond. Phys. Rev. Appl. 22, 044069 (2024).

Article 
ADS 

Google Scholar
 

Bai, K., Lin, C. & Xiao, M. Impact of noise on nonlinear-exceptional-point-based sensors. Preprint at https://arxiv.org/abs/2509.04839 (2025).

Zheng, X. & Chong, Y. Noise constraints for nonlinear exceptional point sensing. Phys. Rev. Lett. 134, 133801 (2025).

Article 
ADS 

Google Scholar
 

Darcie, T. & Aitchison, J. S. Noise-induced limits on responsivity and snr for nonlinear exceptional point sensing. Preprint at https://arxiv.org/abs/2509.20346 (2025).

Fahey, D. P. et al. Steady-state microwave mode cooling with a diamond N-V ensemble. Phys. Rev. Appl. 20, 014033 (2023).

Article 
ADS 

Google Scholar
 

Zhang, Y. et al. Microwave mode cooling and cavity quantum electrodynamics effects at room temperature with optically cooled nitrogen-vacancy center spins. npj Quantum Inf. 8, 125 (2022).

Article 
ADS 

Google Scholar
 

Wu, H., Mirkhanov, S., Ng, W. & Oxborrow, M. Bench-top cooling of a microwave mode using an optically pumped spin refrigerator. Phys. Rev. Lett. 127, 053604 (2021).

Article 
ADS 

Google Scholar