水崇源，黄建青，蔡伟伟*，“基于超限化的吸收层析反演算法研究”，气体物理，2020, 5(2), p. 28-37.
在燃烧诊断、计算成像、光谱成像和多学科交叉领域的国际权威期刊（如Science, Progress in Energy and Combustion Science, Journal of Fluid Mechanics (Rapids), Proceedings of Combustion Institute, Applied Physics Letters, Optics Letters, Optics Express等）发表论文70余篇。H-index 22; 引用>1600。
 J. Huang, S. Li, Y. Zi, Y. Qian, W. Cai, M. Alden, Z. Li, Clustering-based particle detection method for digital holography to detect the 3D location and in-plane size of particles, Optics Express, revised.
 Y. Jiang, Y. Yu, J. Huang, W. Cai*, Estimation of Li-ion battery temperature based on recurrent neural network . Science China Technological Sciences, revised.
 H. Liu, W. Cai*, Linear tomographic absorption spectroscopy on unstructured meshes. Applied Physics Letters, submitted.
 W. Cai，J. Huang*, A. Deng, Q. Wang, Time-resolved volumetric tomography for combustion diagnostics via transfer learning and semi-supervised learning with limited labels, submitted to Aerospace Science and Technolgoy.
 W. Cai, X. Huang, T. Yu*, Development of xxx for multiangle and xxx images, Optics Letters, revised.
 W. Cai, H. Liu, J. Huang, J. Zhang*, Reconstruction of kHz-rate 3-D flame image sequences from low-rate 2-D recording via a data-driven approach, revised to JOSA B.
 W. Cai*, T. Yu, C. Ruan, X. Lu, Benchmark evaluation of frequency component recognition algorithms for structured illumination imaging, submitted to JOSA B.
 Q. Wang, W. Cai, J.L. Consalvi, C. Morin, G. Legros, F. Liu, Experimental assessment of the sudden-reversal of the oxygen dilution effect on soot production in coflow ethylene flames II : soot radiation and flame transition analysis, 2020, 255, 107261.
 F. J. Bauer, T. Yu, W. Cai, F. J. T. Huber, S. Will*, Three-dimensional xxx determination in a laminar diffusion flame by tomographic laser-induced xxx, submitted to Applied Physics B.
 H. Liu, W. Cai*, Recent progress in electric-field assisted combustion, submitted to Applied Energy.
 A. Deng, J. Huang, H. Liu, W. Cai*, Comparative study of deep learning algorithms for reconstruction of nonlinear tomographic absorption spectroscopy, submitted to Computer Physics Communications.
 H. Liu, Z. Yang and W. Cai*, Effects of direct-current electric field on the diffusion flames via seedless three-dimensional velocimetry. Combustion Science and Technology, submitted.
 C. Ruan, F. Chen, T. Yu, W. Cai, L. Zhang, Y. Qian, X. Lu*, Experimental study on combustion instability characteristics and flame/flow dynamics in a multi-nozzle gas turbine model combustor fed with different liquid fuels, Aerospace Science and Technology, 2020, 98, 105692.
 W. Cai, H. Liu, Q. Wang, D. Ju*, An improved calibration model for single-camera endoscopic tomographic systems, JOSA B, 2020, 27(29), 2578-2585.
 B. Fang, K. Luan, Jinfeng Ye, Z. Zhang, G. Li, S. Wang, B. Tao, J. Shao, W. Cai*, Z. Hu*, Linearly excited indium fluorescence imaging for time-resolved high-precision flame thermometry, Optics Letters, 2020, 45, 3957-3960.
 H. Liu., J. Huang, L. Li, and W. Cai*, Numerical and experimental demonstration of background-oriented Schilieren tomography for volumetric imaging of flame refractive index, density, and temperature. Science China Technological Sciences (1674-7321), 2020.
 J. Huang, H. Liu, Q. Wang, W. Cai*, Limited-data volumetric tomography for time-resolved turbulent flow diagnostics via deep learning, Aerospace Science and Technology, 2020, 106, 106123.
 C. Ruan, F. Chen, T. Yu, W. Cai, X. Li, X. Lu*. Experimental characterization of flame/flow dynamics during transition between stable and thermo-acoustically unstable conditions in a gas turbine model combustor. Aerospace Science and Technology 2020, 102: 105858.
 Q. Wang, H. Liu, S. Wang, J. Zheng, C. Fu, L. LI, Y. Gao, X. Liu*, W. Cai, F. Qi, 10-kHz-rate flame imaging via endoscopic volumetric laser-induced fluorescence, Science China Technological Sciences (1674-7321), 2020.
 T. Yu, F. J. Bauer, F. J. Huber, S. Will, W. Cai*, 4D temperature measurements using tomographic two-color pyrometry, Proceedings of Combustion Institute, accepted for oral.
 Q. Wang, T. Yu, H. Liu, J. Huang and W. Cai*, Optimization of camera arrangement for volumetric tomography with a restricted field of view. JOSA B, 2020, 37(2), 271-278.
 H. Liu, Q. Wang, W. Cai*,Parametric study on single-camera endoscopic tomography, JOSA-B, 2020, 37(2), p. 271-278.
 C. Ruan, F. Chen, T. Yu, W. Cai, Y. Qian, Y. Mao, X. Li, X. Lu*, Combustion stability in liquid-fueled gas turbine model combustor: Fuel sensitivities and flame/flow dynamics, Fuel, 2020, 265, 116973.
 Z. Yang, T. Albrow-Owen, H. Cui, J. Alexander-Webber, F. Gu, X. Wang, T.-C. Wu, M. Zhuge, C. Williams, P. Wang, A.V. Zayats, W. Cai, L. Dai, S. Hofmann, M. Overend, L. Tong, Q. Yang, Z. Sun, and T. Hasan*, Single-nanowire spectrometers. Science, 2019. 365(6457): p. 1017.
 C. Shui, H. Liu, W. Cai*, Benchmark evaluation of inversion algorithms for simultaneous reconstruction of temperature and volume fraction fields of soot and metal-oxide nanoparticles in a non-uniform flame, Science China Technological Sciences (1674-7321), 2020.
 T. Yu, Q. Wang, C. Ruan, F. Chen, W. Cai*· X. Lu, M. Klein, A quantitative evaluation method of 3D flame curvature from reconstructed flame structure, Experiments in Fluids, (2020) 61:66.
 D. Ju*, X. Li, Z.Huang, X. Lu, W. Cai,T. Zhang*, Z. Huang, Comparison of open chamber and pre-chamber ignition of methane/air mixtures in a large bore constant volume chamber: effect of excess air ratio and pre-mixed pressure, Applied Energy, (2020), p. 114319.
 H. Liu , Y. Wang* , T. Yu, H. Liu, W. Cai , S. Weng, The effect of carbon dioxide in the biogas on the turbulent combustion in the combustor of micro gas turbine, Renewable Energy, (2020) 147, p. 1299-1311.
 Q. Wang, L. Jiang, D. Zhao, W. Cai, M. Yao, H. Liu, Study of UV Rayleigh Scattering thermometry for flame temperature field measurement, JOSA-B, 2019, 36(10), p. 2843-2849.
 Yu, T. and W. Cai*, Simultaneous reconstruction of temperature and velocity fields using nonlinear acoustic tomography. Applied Physics Letters, 2019. 115(10): p. 104104.
 H. Liu, G. PaolilloT. Astarita C. Shui, W. Cai*, Computed tomography of chemiluminescence for the measurements of flames confined within a cylindrical glass, Optics Letters, 2019, 44(19), p. 4793-4796.
 C. Ruan, F. Chen, T. Yu, W. Cai, X. Li, X. Lu*, Experimental study on flame/flow dynamics in a multi-nozzle gas turbine model combustor under thermo-acoustically unstable condition with different swirler configurations, Aerospace Science and Technology 2020, 98: 105692.
 J. Huang, H. Liu, W. Cai*, On-line in-situ prediction of 3D flame evolution from its history 2D projections via deep learning, Journal of Fluid Mechanics (Rapids), 2019, 875, R2.
 J. Zhang, J. Dai, Q. Wang, W. Cai*, Demonstration of a cost-effective single-pixel UV camera for flame chemiluminescence imaging. Applied Optics, 2019, 58(19), 5248-5256.
 F. Chen, C. Ruan, T. Yu, W. Cai, Y. Mao, Y. Qian, X. Lu, Effects of fuel variation and inlet air temperature on combustion stability in a gas turbine model combustor. Aerospace Science and Technology, 2019, 92, 126-138.
 T. Yu, C. Ruan, Q. Wang, F. Chen, W. Cai*, X. Lu, Measurement of 3D Rayleigh index field via time-resolved CH* computed tomography, Aerospace Science and Technology, 2019, 95, 105487.
 Q. Wang*, G. Legros, J. Bonnety, C. Morin, W. Cai, D. Chen, "Optical measurements of temperature fields in sooting flames: influence of soot self absorption", Applied Physics B, 2019, 125(63), 1-13.
 H. Liu , C. Shui, W. Cai*, Time-resolved 3D flame imaging by endoscopic background-oriented Schlieren tomography, Aerospace Science and Technology, Aerospace Science and Technology, 97, 105621, 2020.
 J. Huang, W. Cai*, Compressing convolutional neural networks using POD for the reconstruction of nonlinear tomographic absorption spectroscopy, Computer Physics Communications, 241, 33-39, 2019.
 H. Liu, J. Zhao, W. Cai*, Reconstruction and analysis of non-premixed turbulent swirl flames based on kHz-rate multi-angular endoscopic volumetric tomography, Aerospace Science and Technology,91, 422-433, 2019.
 J. Zhao, H. Liu, W. Cai*, Numerical and experimental validation of a single-camera 3D velocimetry based on endoscopic tomography. Applied Optics, 58, 1363, 2019. (Editor's Pick)
 T. Yu, C. Ruan, W. Cai*, X. Lu, Development of an absorption-corrected method for three-dimensional computed tomography of chemiluminescence, Measurement Science and Technology, 2019, 30, 045403.
 C. Ruan, T. Yu, H. Liu, S. Wang, Y. Mao, W. Cai*, X. Lu*, "Experimental characterization of the spatiotemporal dynamics of a turbulent flame in a gas turbine model combustor using computed tomography of chemiluminescence", Energy, 2019, 170, 744-751.
 H. Liu, B. Sun, W. Cai*, kHz-rate volumetric flame imaging using a single camera, Optics Communications, 2019, 437, 33-43.
 H. Liu, Q. Wang, W. Cai*, Assessment of plenoptic imaging for reconstruction of 3D discrete and continuous luminous flow fields. JOSA-A, 2019, 36, 149-158.
 C. Ruan, F. Chen, W. Cai, Y. Qian, L. Yu, X. Lu*, Principles of non-intrusive diagnostic techniques and their applications for fundamental studies of combustion instabilities in gas turbine combustors: a brief review. Aerospace Science and Technology, 2019, 585-603.
 Q. Qu, Z. Cao, L. Xu*, W. Cai, "Optimal selection of spectral lines for multispectral absorption tomography", Applied Physics B, (2018), 124(9), 190.
 J. Huang, H. Liu, W. Cai*, "Reconstruction for limited-data nonlinear tomographic absorption spectroscopy via deep learning" . JQSRT, (2018), 218, 187-193.
 T. Yu, C. Ruan, H. Liu, W. Cai*, X. Lu, "Time-resolved measurements of a swirl flame at 4 kHz via computed tomography of chemiluminescence", Applied Optics, (2018) 57:21, pp. 5962-5969.
 T. Yu, W. Cai*,Y. Liu, "Rapid tomographic reconstruction based on machine learning for time-resolved combustion diagnostics", Review of Scientific Instruments, (2018) 89:4, p. 043101.
 T. Yu, H. Liu, J. Zhang, W. Cai*, F. Qi, "Toward real-time volummetric tomography for combustion diagnostics via dimension reduction", Optics Letters, (2018) 43:6, p. 1107-1110.
 J. Dai, T. Yu, L. Xu, W. Cai*, "On the regularization for absorption based nonlinear tomography", JQSRT, (2018), 206, p. 233-241.
 J. Dai, Seamus O'Hagan, H. Liu, W. Cai* and P. Ewart, "Multispectral tomography based on multi-mode absorption spectroscopy (MUMAS)", Applied Physics Letters, (2017): 111, p. 184102.
 T. Yu, H. Liu, W. Cai*, "On the quantification of spatial resolution for three-dimensional computed tomography of chemiluminescence", Optics Express, (2017): 25:20, p. 24093-24108.
 H. Liu, T. Yu, W. Cai* "Demonstration of 3D computed tomography of chemiluminescence with restricted field of view", Applied Optics, (2017) 56:29, p.2183-2194.
 T. Yu, W. Cai*, "Benchmark evaluation of inversion algorithms for tomographic absorption spectroscopy", Applied Optics, (2017) 56:8 p.2183-2194.
 T. Yu, B. Tian, W. Cai*, "Development of a beam optimization method for absorption-based tomography",Optics Express, (2017) 25:6 p. 5982-5998.
 W. Cai and C. F. Kaminski, "Tomographic absorption spectroscopy for the study of gas dynamics and reactive flows". Progress in Energy and Combustion Science,(2017) 59: p.1-31.
 C. Liu, L. Xu, J. Chen, Z. Cao, Y. Lin, W. Cai, "Development of a fan-beam TDLAS-based tomographic sensor for rapid imaging of temperature and gas concentration", Optics Express 23, 22494-22511 (2015).
 W. Cai, C.F. Kaminski, "A numerical investigation of high resolution multispectral absorption tomography for flow thermometry," Appl. Phys. B., (2015).
 W. Cai and C. F. Kaminski, "Multiplexed absorption tomography with calibration-free wavelength modulation spectroscopy," Appl. Phys. Lett. 104, 154106 (2014).
 L. Xu, C. Liu, D. Zheng, Z. Cao, W. Cai, "Digital signal processor-based high-precision on-line Voigt lineshape fitting," Rev. Sci. Instrum., 85, 123108 (2014).
 W. Cai and C. F. Kaminski, "A tomographic technique for the simultaneous imaging of temperature, chemical species, and pressure in reactive flows using absorption spectroscopy with frequency-agile lasers," Appl. Phys. Lett. 104, 034101 (2014).
 W. Cai, X. Li, and L. Ma, "Practical aspects of implementing three-dimensional tomography inversion for volumetric flame imaging," Appl. Opt. 52, 8106-8116 (2013).
 W. Cai, X. Li, F. Li, and L. Ma, "Numerical and experimental validation of a three-dimensional combustion diagnostic based on tomographic chemiluminescence," Opt. Express 21, 7050-7064 (2013).
 F. Li, X. Yu, W. Cai, and L. Ma, "Uncertainty in velocity measurement based on diode-laser absorption in nonuniform flows," Appl. Opt. 51, 4788-4797 (2012).
 W. Cai and L. Ma, "Improved Monte Carlo model for multiple scattering calculations," Chinese Opt. Lett. 10, 012901 (2012).
 X. An, T. Kraetschmer, K. Takami, S. T. Sanders, L. Ma, W. Cai, X. Li, S. Roy, and J. R. Gord, "Validation of temperature imaging by H2O absorption spectroscopy using hyperspectral tomography in controlled experiments," Appl. Opt. 50, A29-A37 (2011).
 W. Cai, D. J. Ewing, and L. Ma, "Investigation of temperature parallel simulated annealing for optimizing continuous functions with application to hyperspectral tomography," Appl. Math. Comput. 217, 5754-5767 (2011).
 W. Cai and L. Ma, "Hyperspectral tomography based on proper orthogonal decomposition as motivated by imaging diagnostics of unsteady reactive flows," Appl. Opt. 49, 601-610 (2010).
 W. Cai and L. Ma, "Comparison of approaches based on optimization and algebraic iteration for binary tomography," Comput. Phys. Commun. 181, 1974-1981 (2010).
 W. Cai and L. Ma, "Applications of critical temperature in minimizing functions of continuous variables with simulated annealing algorithm," Comput. Phys. Commun. 181, 11-16 (2010).
 W. Cai, L. Kranendonk, T. Lee, and L. Ma, "Characterization of composite nanoparticles using an improved light scattering program for coated spheres," Comput. Phys. Commun. 181, 978-984 (2010).
 M. Lin, X. Li, W. Cai, S. Roy, J. R. Gord, and S. T. Sanders, "Selection of Multiple Optimal Absorption Transitions for Nonuniform Temperature Sensing," Appl. Spectrosc. 64, 1274-1282 (2010).
 L. Ma, L. Kranendonk, W. Cai, Y. Zhao, and J. Baba, "Application of simulated annealing for simultaneous retrieval of particle size distribution and refractive index," J. of Aerosol Sci. 40, 588-596 (2009).
 L. Ma, W. Cai, A. W. Caswell, T. Kraetschmer, S. T. Sanders, S. Roy, and J. R. Gord, "Tomographic imaging of temperature and chemical species based on hyperspectral absorption spectroscopy," Opt. Express 17, 8602-8613 (2009).
 L. Ma and W. Cai, "Numerical investigation of hyperspectral tomography for simultaneous temperature and concentration imaging," Appl. Opt. 47, 3751-3759 (2008).
 W. Cai, Y. Zhao, and L. Ma, "Direct recursion of the ratio of Bessel functions with applications to Mie scattering calculations," JQSRT 109, 2673-2678 (2008).
 W. Cai and L. Ma, "Information content of scattering measurements and characterization of spheroids," J. of Aerosol Sci. 39, 1032-1039 (2008).
 L. Ma and W. Cai, "Determination of the optimal regularization parameters in hyperspectral tomography," Appl. Opt. 47, 4186-4192 (2008).
 W. Cai, D. J. Ewing, and L. Ma, "Application of simulated annealing for multispectral tomography," Comput. Phys. Commun. 179, 250-255 (2008).