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PUBLICATIONS

  • Song, M., Behmanesh, I., Moaveni, B., Papadimitriou, C. (2020). Accounting for Modeling Errors and Inherent Structural Variability through a Hierarchical Bayesian Model Updating Approach: An Overview. Sensors, 20, 3874. doi:10.3390/s20143874  Download
  • P. Karnakov, G. Arampatzis, I. Kicic, F. Wermelinger, D. Walchli, C. Papadimitriou, P. Koumoutsakos (2020). Data driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries, Swiss Medical Weekly, 2020;150:w20313. doi:10.4414/smw.2020.20313 Download

  • C. Argyris, C. Papadimitriou , P. Panetsos and P. Tsopelas (2020). Bayesian model-updating using features of modal data: Application to Metsovo bridge, Journal of Sensor and Actuator Networks, 9 (2), 27. Download
  • Song, M., Astroza, R., Ebrahimian, H., Moaveni, B., Papadimitriou, C. (2020). Adaptive Kalman Filters for Nonlinear Finite Element Model Updating, Mechanical Systems and Signal Processing, accepted (March 20). doi:10.1016/j.ymssp.2020.106837 Download
  • W.-J. Yan, D. Chronopoulos, S. Cantero-Chinchilla, K.-V. Yuen, and C. Papadimitriou (2020). A Fast Bayesian Inference Scheme for Identification of Local Structural Properties of Layered Composites based on Wave and Finite Element-assisted Metamodeling Strategy and Ultrasound Measurements. Mechanical Systems and Signal Processing , Article Number 106802, doi:10.1016/j.ymssp.2020.106802 Download 
  • Weber, P., Arampatzis, G., Novati, G., Verma, S., Papadimitriou, C., Koumoutsakos, P. (2020), Optimal flow sensing for schooling swimmers, Biomimetics, 5(1), 10, doi:10.3390/biomimetics5010010. Download
  • Sedehi, O., Katafygiotis, L. and Papadimitriou, C. (2020). Hierarchical Bayesian operational modal analysis: Theory and Computations. Mechanical Systems and Signal Processing, 140, 106663, doi:10.1016/j.ymssp.2020.106663. Download
  • Sedehi, O., Papadimitriou, C. and Katafygiotis, L. (2020). Data-Driven Uncertainty Quantification and Propagation in Structural Dynamics through a Hierarchical Bayesian Framework . Probabilistic Engineering Mechanics , (accepted Nov 30). doi:10.1016/j.probengmech.2020.103047. Download 
  • Yan, W.-J., Chronopoulos, D., Papadimitriou, C. , Cantero-Chinchilla, S. and Zhu, G.-S. (2020). Bayesian Inference for Damage Identification based on Analytical Probabilistic Model of Scattering Coefficient Estimators and Ultrafast Wave Scattering Simulations Scheme. Journal of Sound and Vibration , 468, 2020, 115083. doi: 0.1016/j.jsv.2019.115083. Download 
  • Larson, K., Bowman, C., Papadimitriou, C. , Koumoutsakos, P. and Matzavinos, A. (2019) Detection of arterial wall abnormalities via Bayesian model selection. Royal Society Open Science, 6 (10): 182229. Download
  • Sedehi, O., Papadimitriou, C. , Teymouri, D.  and Katafygiotis, L. (2019). Sequential Bayesian Estimation of State and Input in Dynamical Systems using Output-only Measurements. Mechanical Systems and Signal Processing , 131, 659-688. Download
  • Song, M., Behmanesh, I, Moaveni, B., Papadimitriou, C. (2019). Modeling Error Estimation and Response Prediction of a 10-Story Building Model through a Hierarchical Bayesian Model Updating Framework. Frontiers in Built Environment: Section Structural Sensing . 5: 7. Download
  • Sedehi, O., Papadimitriou, C. and Katafygiotis, L. (2019). Probabilistic hierarchical Bayesian framework for time-domain model updating and robust prediction.  Mechanical Systems and Signal Processing , 123, 648-673 Download 
  • Verna, S., Papadimitriou, C., Luthen, N., Arampatzis, G. and Koumoutsakos, P. (2019). Optimal sensor placement for artificial swimmers, Journal of Fluid Mechanics, Accepted (Oct 26, 2019). Download
  • Yan, W.-J., Papadimitriou, C., Katafygiotis, L.S., Chronopoulos, D. (2019). An Analytical Investigation into Bayesian Uncertainty Quantification and Propagation in Mode Shape Assembly, Mechanical Systems and Signal Processing, accepted (Sept 2019). Download
  • Dertimanis, V.K., Chatzi, E.N., Eftekhar Azam, E., Papadimitriou, C. (2019). "Input–state–parameter estimation of structural systems from limited output information." Mechanical Systems and Signal Processing, 126, 711-746. Download
  • Faraonis, P., Sextos, A., Papadimitriou, C., Chatzi, E. & Panetsos, P. (2019). Implications of subsoil-foundation modelling on the dynamic characteristics of a monitored bridge, Structure and Infrastructure Engineering, 15(2), 180-192, Download
  • Ebrahimian, H., Astroza, R., Conte, JP, Papadimitriou, C. Bayesian optimal estimation for output-only nonlinear system and damage identification of civil structures. Structural Control and Health Monitoring, Accepted (Nov 4, 2017). Download

  • Kulakova , L., Arampatzis , G. , Angelikopoulos , P. , Chatzidoukas, P., Papadimitriou, C. and Koumoutsakos , P. (2017). Data-driven inference for the repulsive exponent of the Lennard-Jones potential in molecular dynamics simulations,  Nature Scientific Reports , 7, Article Number 16576, doi: 0.1038/s41598-017-16314-4. Download 

  • Wu, S., Angelikopoulos, P. Papadimitriou, C. and Koumoutsakos, P. (2018). Bayesian Annealed Sequential Importance Sampling (BASIS): an unbiased version of Transitional Markov Chain Monte Carlo. ASCE-ASME J. Risk and Uncert. in Engrg. Sys., Part B: Mech. Engrg., 4, 011008-1. Received 2018 Editor’s Award for the best paper.  Download 
  • Argyris, C., Chowdhury, S., Zabel, V., Papadimitriou, C. (2018). "Bayesian optimal sensor placement for crack identification in structures using strain measurements." Structural Control and Health Monitoring, 25(5), e2137. Download
  • Giagopoulos, D.,  Arailopoulos, A., Dertimanis, V., Papadimitriou, C. , Chatzi, E. and Grompanopoulos, K., (2018).  Structural Health Monitoring and Fatigue Damage Estimation using Vibration Measurements and Finite Element Model Updating.  Structural Health Monitoring. Download

  • Jensen, HA, Esse, C., Araya , V. and Papadimitriou , C. (2017). " Implementation of an Adaptive Meta-Model for Bayesian Finite Element Model Updating in Time Domain. " Reliability Engineering and System Safety , 160, 174-190. Download

  • Zhang, J., Maes, K., De Roeck, G., Reynders, E., Papadimitriou, C. , Lombaert, G. (2017). Optimal sensor placement for multi-setup modal analysis of repetitive structures. Journal of Sound and Vibration, 401, 214-232. Download
  • Behmanesh, I., Moaveni, B. and Papadimitriou, C. (2017). Probabilistic Damage Identification of a Designed 9-Story Building Using Modal Data in the Presence of Modeling Errors. Structural Engineering, 131, 542-552 Download
  • Karathanasopoulos, N. Angelikopoulos, P., Papadimitriou, C. , Koumoutsakos, P. (2017).  Bayesian identification of the tendon fascicle's structural composition using finite element models for helical geometries.  Computer Methods in Applied Mechanics and Engineering , 313, 744-758 Download

  • Eftekhar Azam S., Chatzi, E. and Papadimitriou, C. and Smyth, A. (2017). " Experimental Validation of the Kalman-type Filters for Online and Real-time State and Input Estimation ." Journal of Vibrations and Control , 23 (15), 2494-2519. Download

  • Argyris, C., Papadimitriou, C. and Panetsos, P. (2016). Bayesian Optimal Sensor Placement for Modal Identification of Civil Infrastructures. Journal of Smart Cities , 2 (2), 69-86 Download
  • Papadimitriou, C. , Giakoumi, K., Argyris, C., Spyrou, L. and Panetsos, P. (2016). Bayesian Estimation of Tension in Bridge Hangers using Modal Frequency Measurements. Structural Monitoring and Maintenance , 3 (4), 349-375 Download

  • Papaioannou, I., Papadimitriou, C. and Straub, D. (2016). Sequential Importance Sampling for Structural Reliability Analysis. Structural Safety , 62, 66-75 Download

  • Papadimitriou, D. and Papadimitriou, C. (2016). Aerodynamic Shape Optimization for Minimum Robust D rag and Lift Reliability Constraint . Aerospace Science and Technology , 55, 24-33 Download
  • Jensen, H., Muñoz, A. and Papadimitriou, C. (2016). " An Enhanced Substructure Coupling Technique for Dynamic Re-Analyzes: Application to Simulation-Based Problems. " Computer Methods in Applied Mechanics and Engineering , 307, 215-234. Download
  • Jensen, H., Munoz, A., Millas, E. and Papadimitriou, C. (2016). "Model-Reduction Techniques for Reliability-Based Design Problems of Complex Structural Systems." Reliability Engineering and System Safety , 149, 204-217 Download
  • Papadimitriou, D. and Papadimitriou, C. (2016). Robust and Reliability-based Topology Optimization using a Continuous Adjoint Method. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering , B4016002 Download
  • Wu, S., Angelikopoulos, P., Papadimitriou, C. , Moser, R. and Koumoutsakos, P. (2016). "A Hierarchical Bayesian Framework for Force Field Selection in Molecular Dynamics Simulations." Philosophical Transactions R. Soc. A , 374: 20150032 Download
  • Wu, S., Angelikopoulos, P. Tauriello, G. , Papadimitriou, C. and Koumoutsakos, P. (2016).  Fusing Heterogeneous Data for the Calibration of Molecular Dynamics Force Fields Using Hierarchical Bayesian Models.  The Journal of Chemical Physics , 145 (24): 244112 Download
  • Karaiskos, G., Papanicolaou, P., & Zacharopoulos, D. (2016). Experimental investigation of jet pulse control on flexible vibrating structures. Mechanical Systems and Signal Processing ,  76 , 1-14 Download

  • Papadimitriou, D. and Papadimitriou, C. (2015). Optimal Sensor Placement for the Estimation of Turbulence Model Parameters in CFD. International Journal for Uncertainty Quantification , 5 (6), 545-568 Download

  • Jensen, H., Mayorga, F., Papadimitriou, C. (2015). "Reliability Sensitivity Analysis of Stochastic Finite Element Models." Computer Methods in Applied Mechanics and Engineering , 296, 327-351 Download

  • Papadimitriou, D. and Papadimitriou, C. (2015). Bayesian Uncertainty Quantification of Turbulence Models based on High-Order Adjoint. Journal of Fluids and Structures , 120, 82-97 Download
  • Behmanesh, I., Moaveni, B., Lombaert, G. and Papadimitriou, C. (2015). Hierarchical Bayesian Model Updating for Structural Identification. Mechanical Systems and Signal Processing , 64-65 , 360–376 Download

  • Angelikopoulos, P., Papadimitriou, C. and Koumoutsakos, P. (2015). X-TMCMC: Adaptive Kriging for Bayesian Inverse Modeling. Computer Methods in Applied Mechanics and Engineering , 289, 409-428. http://dx.doi.org/10.1016/j.cma.2015.01.015 . Download

  • Eftekhar Azam S., Chatzi, E. and Papadimitriou, C. (2015). A Dual Kalman Filter Approach for State Estimation via Output-only Acceleration Measurements. Mechanical Systems and Signal Processing , 60-61, 866-866 Download

  • Hadjidoukas, PE, Angelikopoulos, P., Papadimitriou, C. and Koumoutsakos, P. (2015). Π4U: A High Performance Computing Framework for Bayesian Uncertainty Quantification of Complex Models. Journal of Computational Physics, 284 (1), 1–21. Download

  • Hadjidoukas, P. E, Angelikopoulos, P., Rossinellia , D., Alexeeva , D., Papadimitriou, C. and Koumoutsakos, P. (2014). Bayesian Uncertainty Quantification and Propagation for Discrete Element Simulations of Granular Materials. Computer Methods in Applied Mechanics and Engineering , 282, 218–238 Download

  • Jensen, HA, Millas, E., Kusanovic , D. and Papadimitriou, C. (2014).  Model-Reduction Techniques for Bayesian Finite Element Model Updating Using Dynamic Response Data.  Computer Methods in Applied Mechanics and Engineers g , 279, 301–324 Download 
  • Papadimitriou, C. and Papadioti, DC (2013) Component Mode Synthesis Techniques for Finite Element Model Updating. Computers and Structures, 126,15-28, doi:10.1016/j.compstruc.2012.10.018. Download
  • Angelikopoulos, P., Papadimitriou, C. and Koumoutsakos, P. (2013). Data Driven, Predictive Molecular Dynamics for Nanoscale Flow Simulations under Uncertainty. Journal of Physical Chemistry B , 117 (47), 14808–14816 Download

  • Jensen, H., Vergara, C., Papadimitriou, C. and Millas, E. (2013) The Use of Updated Robust Reliability Measures in Stochastic Dynamical Systems. Computer Methods in Applied Mechanics and Engineering , 267, 293-317. Download 

  • Simoen, E., Papadimitriou, C. and Lombaert, G. (2013). On Prediction Error Correlation in Bayesian Model Updating, Journal of Sound and Vibration, 332 (18), 4136-4152. Download

  • Papadimitriou, C. and Lombaert, G. (2012). The Effect of Prediction Error Correlation on Optimal Sensor Placement in Structural Dynamics. Mechanical Systems and Signal Processing, doi:10.1016/j.ymssp.2011.05.019. Download
  • Lourens, E., Papadimitriou, C. , Gillijns, S., Reynders, E., De Roeck, G, Lombaert, G. (2012). Joint input-response estimation for structural systems based on reduced-order models and vibration data from a limited number of sensors.  Mechanical Systems and Signal Processing, doi:10.1016/j.ymssp.2012.01.011. Download
  • Angelikopoulos, P., Papadimitriou, C. and Koumoutsakos, P. (2012). Bayesian Uncertainty Quantification and Propagation in Molecular Dynamics Simulations: A High Performance Computing Framework. The Journal of Chemical Physics, 137 (14). doi:10.1063/1.4757266. Download
  • Michelis, P., Papadimitriou, C., Karaiskos, GK, Papadioti, D.-C. and Fuggini, C. (2012). Seismic and Vibration Tests for Assessing the Effectiveness of GFRP for Retrofitting Masonry Structures. Smart Structures and Systems, 9 (3), 207-230. Download
  • Papadimitriou, C., Fritzen, C.-P., Kraemer, P., Ntotsios, E. (2011). Fatigue Predictions in Entire Body of Metallic Structures from a Limited Number of Vibration Measurements using Kalman Filtering. Structural Control and Health Monitoring, 18, 554-573. doi:10.1002/stc.395. Download
  • Papadimitriou, C., Ntotsios, Giagopoulos, D. and Natsiavas, S. (2011). Variability of Updated Finite Element Models and their Predictions Consistent with Vibration Measurements. Structural Control and Health Monitoring, doi:10.1002/stc.453. Download
  • Gaitanaros, S., Karaiskos, G., Papadimitriou, C. and Aravas, N. (2010). A Bayesian Methodology for Crack Identification in Structures using Strain Measurements. International Journal of Reliability and Safety, Vol. 4, pp. 206-237, 2010. Download
  • Sobczyk, K., Perros, K., Papadimitriou, C. (2010). Fatigue Reliability of Multi-Vibratory Degrading Systems under Random Loading. Journal of Engineering Mechanics (ASCE), 136 (2), 179-188. Download
  • Ntotsios, E., Papadimitriou, C., Panetsos, P., Karaiskos, G., Perros, K. and Perdikaris, P. (2009). " Bridge health monitoring system based on vibration measurements ." Bulletin of Earthquake Engineering, 7: 469-483. Download
  • Ntotsios, E., Karakostas, C., Lekidis, V., Panetsos, P., Nikolaou, I., Papadimitriou, C. and Salonikos, T. (2009). Structural identification of Egnatia Odos bridges based on ambient and earthquake induced vibrations. Bulletin of Earthquake Engineering, 7: 485-501. Download
  • Christodoulou, K., Ntotsios, E., Papadimitriou, C. and Panetsos, P.  (2008). Structural model updating and prediction variability using Pareto optimal models. Computer Methods in Applied Mechanics and Engineering, 198, 138-149. Download
  • Christodoulou, K. and Papadimitriou, C. (2007). Structural Identification Based on Optimally Weighted Modal Residuals.Mechanical Systems and Signal Processing , 21, 4-23 Download
  • Papadimitriou, C. (2005). Pareto Optimal Sensor Locations for Structural Identification. Computer Methods in Applied Mechanics and Engineering, 194 (12-16), 1655-1673. Download
  • Haralampidis, Y., Papadimitriou, C. and Pavlidou, M. (2005). Multi-Objective Framework for Structural Model Identification. Earthquake Engineering and Structural Dynamics , 34, 665-685 Download
  • Verros, G., Natsiavas, S. and Papadimitriou, C. (2005).  Design Optimization of Quarter Car Models with Passive and Semi-Active Suspensions under Random Road Excitation. Journal of Vibrations and Control, 11 (5), 581-606. Download
  • Papadimitriou, C. , Haralampidis, G. and K. Sobczyk (2005). Optimal Experimental Design in Stochastic Structural Dynamics. Probabilistic Engineering Mechanics , 20, 67-78 Download
  • Papadimitriou, C. (2004). Optimal Sensor Placement Methodology for Parametric Identification of Structural Systems. Journal of Sound and Vibration , 278 (4), 923-947 Download
  • Z. Poulakis, D. Valougeorgis and C. Papadimitriou, "Leakage Detection in Water Pipe Networks Using a Bayesian Probabilistic Framework", Probabilistic Engineering Mechanics, 18, 4, 315-327, (2003).
    Download
  • Metallidis, P., Verros, G., Natsiavas, S. and Papadimitriou, C. (2003). Fault Detection and Optimal Sensor Location in Vehicle Suspensions. Journal of Vibration and Control, 9 (3-4), 337-359. Download 
  • Pontikakis, G., Papadimitriou, C. and Stamatelos, A. (2003). Kinetic Parameter Estimation by Standard Optimization Methods in Catalytic Converter Modeling. Chemical Engineering Communications , 191 (11), 1473-1501 Download
  • Yuen, KV, Katafygiotis, LS, Papadimitriou, C. and Mickleborough, NC (2001). Optimal Sensor Placement Methodology for Identification with Unmeasured Excitation. Journal of Dynamic Systems, Measurement and Control, 123 (4), 677-686. Download
  • Papadimitriou, C. and Katafygiotis, LS (2001).  A Bayesian Methodology for Structural Integrity and Reliability Assessment . International Journal of Advanced Manufacturing Systems, 4 (1), 93-100.
    Abstract  
  • Papadimitriou, C. Beck, JL and Katafygiotis, LS (2001). Updating Robust Reliability Using Structural Test Data. Engineering Mechanics , 16 (2), 103-113. Download
  • Breitung, KW, Polidori, D., Beck, JL and Papadimitriou, C. (2001). Discussion of the Paper " New Approximations for Reliability Integrals ." Journal of Engineering Mechanics (ASCE), 127 (2), 207-209. Download
  • Papadimitriou, C., Beck, JL and Au, SK (2000).  Entropy-Based Optimal Sensor Location for Structural Model Updating. Journal of Vibration and Control, 6 (5), 781-800. Download
  • Lutes, LD and Papadimitriou C. (2000).  Finding Response Cumulants for Nonlinear Systems with Multiplicative Excitations. International Journal of Non-Linear Mechanics, 35, 817-835. Download
  • Polidori, D., Beck, JL and Papadimitriou, C. (2000). A New Stationary PDF Approximation for Nonlinear Oscillators. International Journal of Nonlinear Mechanics, 35, 657-673. Download
  • Katafygiotis, LS, Lam, HF and Papadimitriou C. (2000). Treatment of Unidentifiability in Structural Model Updating. Advances in Structural Engineering - An International Journal, 3 (1), 19-39. Download
  • Lutes, LD and Papadimitriou C. (2000). Direct Derivation of Response Moment and Cumulant Equations for Non-linear Stochastic Problems. International Journal of Non-Linear Mechanics , 35, 817-835 Download
  • Au, SK, Papadimitriou, C. and Beck, JL (1999). Reliability of Uncertain Dynamical Systems with Multiple Design Points. Structural Safety, 21, 113-133. Download
  • Papadimitriou, C., Katafygiotis, LS and Beck JL (1999). Asymptotic 2p-Moment Stability of Stochastic Linear Systems. Mechanics Research Communications, 26 (1), 21-29. Download
  • Polidori, D., Beck, JL and Papadimitriou, C. (1999).  New Approximations for Reliability Integrals. Journal of Engineering Mechanics (ASCE), 125 (4), 466-475. Download
  • Beck, JL, Chan, E. and Irfanoglu A., Papadimitriou, C. (1999). Multi-Criteria Optimal Structural Design Under Uncertainty. Earthquake Engineering and Structural Dynamics, 28, 741-761 Download
  • Papadimitriou, C., Katafygiotis, LS and Lutes, LD (1999). Response Cumulants of Nonlinear Systems Subject to External and Multiplicative Excitations. Journal of Probabilistic Engineering Mechanics, 14 (1-2), 149-160 Download
  • Katafygiotis, LS, Papadimitriou, C. and Lam HF (1998). A Probabilistic Approach to Structural Model Updating. International Journal of Soil Dynamics and Earthquake Engineering, 17 (7-8), 495-507 Download
  • Papadimitriou, C., Beck JL and Katafygiotis, LS (1997). Asymptotic Expansions for Reliability and Moments of Uncertain Systems. Journal of Engineering Mechanics, ASCE, 123 (12), 1219-1229 Download
  • Papadimitriou, C., Katafygiotis, LS and Au, SK (1997). Effects of Structural Uncertainties on TMD Design: A Reliability-Based Approach. Journal of Structural Control, 4 (1), 65-88 Download
  • Katafygiotis, LS, Papadimitriou, C. and Tsarkov, Y. (1997). Mean-Square Stability of Linear Dynamical Systems with Small Bounded Stochastic Perturbations of their Coefficients. Mechanics Research Communications, 24 (3), 231-236 Download
  • Katafygiotis, LS, Papadimitriou, C. and Tsarkov, Y. (1997). Mean-Square Stability of Linear Stochastic Dynamical Systems Under Parametric Wide-Band Excitations. Journal of Probabilistic Engineering Mechanics, 12 (3), 137-147 Download
  • Katafygiotis, LS, Malyarenko, AA and Papadimitriou C. (1996). Approximation of Homogeneous Gaussian Random Fields with the Help of Cubature Formulas. Theory of Stochastic Processes, 2 (18), 60-66 Download
  • Katafygiotis, LS and Papadimitriou, C. (1996). Dynamic Response Variability of Structures with Uncertain Properties. Earthquake Engineering and Structural Dynamics, 25 (8), 775-793 Download
  • Papadimitriou, C. and Lutes, LD (1996). Stochastic Cumulant Analysis of MDOF Systems with Polynomial-Type Nonlinearities. Journal of Probabilistic Engineering Mechanics, 11 (1), 1-13 Download
  • Papadimitriou, C., Katafygiotis, LS and Beck, JL (1995). Approximate Analysis of Response Variability of Uncertain Linear Systems. Journal of Probabilistic Engineering Mechanics, 10 (4), 251-264 Download
  • Papadimitriou, C. (1995). Stochastic Response Cumulants of MDOF Linear Systems. Journal of Engineering Mechanics, ASCE, 121 (11), 1181-1192 Download
  • Papadimitriou, C. and Beck, JL (1994). Approximate Random Vibration Analysis of Classically Damped MDOF Systems. Journal of Engineering Mechanics, ASCE, 120 (1), 75-96 Download
  • Papadimitriou, C. and Lutes, LD (1994). Approximate Analysis of Higher Cumulants for MDF Random Vibration. Journal of Probabilistic Engineering Mechanics, 9 (1-2), 71-82 Download
  • Beck, JL and Papadimitriou, C. (1993). Moving Resonance in Nonlinear Response to Fully Nonstationary Stochastic Ground Motion. Journal of Probabilistic Engineering Mechanics, 8 (3-4), 157-167 Download
  • Papadimitriou, C. (1993). "Structural Dynamics - Recent Advances" by G.I. Schueller, Book Review, Journal of Engineering Mechanics, ASCE, 119(7), 1505-1506.