Applied chemometrics

Mail address: 198504, Russia, Saint Petersburg, Peterhof, Universitetsky pr, 26, Institute of Chemistry, Department of Analytical Chemistry
Laboratory №: 
3124
Phone: +7(921)3331246

Group presentation

Group members:

КирсановDmitry Kirsanov, Prof., Dr. Sci.

Vitaly Panchuk, Associate Prof., Ph.D.

Area of research:
chemometrics, multivariate data processing, machine learning in chemistry

Publications:

  1. Debus, B., Kirsanov, D.O., Panchuk, V.V., Semenov, V.G., Legin, A. Three-point multivariate calibration models by correlation constrained MCR-ALS: A feasibility study for quantitative analysis of complex mixtures (2017) Talanta, 163, pp. 39-47.
  2. Panchuk, V., Lvova, L., Kirsanov, D., Gonçalves, C.G., Di Natale, C., Paolesse, R., Legin, A. Extending electronic tongue calibration lifetime through mathematical drift correction: Case study of microcystin toxicity analysis in waters (2016) Sensors and Actuators, B: Chemical, 237, pp. 962-968.
  3. Lvova, L., Guanais Gonçalves, C., Petropoulos, K., Micheli, L., Volpe, G., Kirsanov, D., Legin, A., Viaggiu, E., Congestri, R., Guzzella, L., Pozzoni, F., Palleschi, G., Di Natale, C., Paolesse, R. Electronic tongue for microcystin screening in waters (2016) Biosensors and Bioelectronics, 80, pp. 154-160.
  4. Bogomolov, A., Ageev, V., Zabarylo, U., Usenov, I., Schulte, F., Kirsanov, D., Belikova, V., Minet, O., Feliksberger, E., Meshkovsky, I., Artyushenko, V. LED-based near infrared sensor for cancer diagnostics (2016) Progress in Biomedical Optics and Imaging – Proceedings of SPIE, 9715, art. no. 971510.
  5. Kirsanov, D., Panchuk, V., Goydenko, A., Khaydukova, M., Semenov, V., Legin, A. Improving precision of X-ray fluorescence analysis of lanthanide mixtures using partial least squares regression (2015) Spectrochimica Acta – Part B Atomic Spectroscopy, 113, art. no. 4973, pp. 126-131.
  6. Pein, M., Kirsanov, D., Ciosek, P., del Valle, M., Yaroshenko, I., Wesoły, M., Zabadaj, M., Gonzalez-Calabuig, A., Wróblewski, W., Legin, A. Independent comparison study of six different electronic tongues applied for pharmaceutical analysis (2015) Journal of Pharmaceutical and Biomedical Analysis, 114, pp. 321-329.
  7. Debus, B., Kirsanov, D., Ruckebusch, C., Agafonova-Moroz, M., Babain, V., Lumpov, A., Legin, A. Restoring important process information from complex optical spectra with MCR-ALS: Case study of actinide reduction in spent nuclear fuel reprocessing (2015) Chemometrics and Intelligent Laboratory Systems, 146, pp. 241-249.
  8. Debus, B., Kirsanov, D., Yaroshenko, I., Sidorova, A., Piven, A., Legin, A. Two low-cost digital camera-based platforms for quantitative creatinine analysis in urine (2015) Analytica Chimica Acta, 895, pp. 71-79.
  9. Kirsanov, D., Panchuk, V., Agafonova-Moroz, M., Khaydukova, M., Lumpov, A., Semenov, V., Legin, A. A sample-effective calibration design for multiple components (2014) Analyst, 139 (17), pp. 4303-4309.

Collaboration with Russian and international groups:
University of Rome “Tor Vergata” (Italy)
University of Aalborg in Esbjerg (Denmark)
University of Aveiro (Portugal)
University Lille 1 (France)
Hangzhou University (China)
Jadavpur University (India)