Asst. Prof. Dr. Somkid Amornsamankul

Assistant Professor

Ph.D. (Mathematics),Curtin University of Technology, Australia.

Office : M 204/5, C 111, K131

Tel : 0-2201-5339, 0-2201-5813, 0-2201-5002

Fax : 0-2201-5115

Email : somkid.amo@mahidol.ac.th

Experience

12 October 2001 – PresentAsst.Prof., Department of Mathematics, Faculty of Science, Mahidol University
5 July 1995 – 11 October 2001Lecturer, Department of Mathematics, Faculty of Science, Mahidol University
December 2015 – PresentDeputy Dean for Administration, Faculty of Science, Mahidol University
October 2014 – November 2015Deputy Dean for Education, Faculty of Science, Mahidol University
February 2009 – September 2014Asst. Dean for System Development and Technology, Faculty of Science, Mahidol University
20 April 2000 – 2 August 2003Asst. Chairman, Department of Mathematics, Faculty of Science, Mahidol University

Research Interests

  • Blood Flow Simulation

Recent Publications

  1. Pipatsart, N., Modchang, C., Triampo, W., Amornsamankul, S. Network based model of infectious disease transmission in Macroalgae. International Journal of Simulation: Systems, Science and Technology, 19(5) (2018) 11.1-11.8
  2. Sirimangkhala, K., Pimpunchat, B., Amornsamankul, S., Triampo, W. Modelling greenhouse gas generation for landfill. International Journal of Simulation: Systems, Science and Technology, 19(4) (2018) 16.1-16.7
  3. Thongthaisong, P., Triampo, W., Amornsamankul, S. A novel droop-logistic model for microorganism population studies. International Journal of Simulation: Systems, Science and Technology, 19(4) (2018) 15.1-15.6
  4. Sornnery, A., Pimpunchat, B., Tuntiwarasakul, D., Kitrungloadjanaporn, P., Amornsamankul, S., Triampo, W. Using ANOVA to evaluate the effects of swine slaughterhouse wastewater conditions on algae growth. International Journal of Simulation: Systems, Science and Technology, 19(4) (2018) 14.1-14.8
  5. Nokkaew, A., Modchang, C., Amornsamankul, S., Lenbury, Y., Pimpunchat, B., Triampo, W. Mathematical modeling of infectious disease transmission in macroalgae, Advances in Difference Equations. 1(288) (2017) 1-8.
  6. Kongson, J., Amornsamankul, S., A Model of the Signal Transduction Process under a Delay. East Asian Journal on Applied Mathematics, 7(4) (2017) 741-751.
  7. Nokkaew A., Amornsamankul, S., Pimpunchat, B., Saengpayab, Y., Triampo, W., Simple stochastic model for random waste absorption of an algae cell: Analytic approach. International Journal of Mathematical Models and Methods in Appiled Sciences. 9(7) (2013) 837-844.
  8. Amornsamankul, S., Pimpunchat, B., Duangchai-Yoosook, S., Triampo, W., Applying genetic algorithm and fourier series to WQI of Tha Chin river in Thailand. International Journal of Mathematics and Computers in Simulation. 6(3) (2012) 333-340.
  9. Nokkaew, A.,Pimpunchat, B., Modchang, C., Amornsamankul, S.,Triampo, W., Triampo, D., Estimation of algae growth model parameters by a double layer genetic algorithm. WSEAS Transactions on Computers. 11(11) (2012) 377-386.
  10. Kaorapapong, K., Amornsamankul, S., Tang, I.-M.,Wiwatanapataphee, B. Heat transfer in cemented hip replacement process. International Journal of Mechanics. 3(5) (2011) 202-209.
  11. Amornsamankul, S. ,Promrak, J., Kraipeerapun, P., Solving multiclass classification problems using combining complementary neural networks and error-correcting output codes. International Journal of Mathematics and Computers in Simulation. 3(5) (2011) 266-273.
  12. Kraipeerapun, P., Amornsamankul, S. Neural network regression based on falsity input. .International Journal of Mathematical models and methods in applied sciences. 5(5) (2011) 874-881.
  13. Amornsamankul, S., Kaorapapong, K., Wiwatanapataphee, B. Three-dimensional simulation of femur bone and implant in femoral canal using finite element method. International Journal of Mathematics and Computers in Simulation. 4 (4) (2010) 171-178.
  14. Kraipeerapun, P., Amornsamankul, S. Ensemble of duo output neural networks for binary classification. International Journal of Mathematics and Computers in Simulation. 4 (4) (2010) 162-170.
  15. Kraipeerapun, P., Nakkrasae, S., Fung, C.C., Amornsamankul, S. Solving regression problem with complementary neural networks and an adjusted averaging technique. Memetic Computing. 2 (4) (2010) 249-257.
  16. Kraipeerapun, P., Amornsamankul, S., Fung, C.C., Nakkrasae, S. Applying Duo Output Neural Networks to Solve Single Output Regression Problem. Lecture Notes in Computer Science. 5863 (2009) 554-561.
  17. Amornsamankul, S., 2008, Mathematical Modelling and Numerical Simulation of Blood Flow. Through Stenotic Arteries : PhD. Thesis
  18. Wiwatanapataphee, B., Wu, Y.H., Amornsamankul, S., Novaprateep, B. Simulation of Transient Blood Flows in the Artery with an Asymmetric Stenosis. ANZIAM Journal. 48 (2008) C1006-C1021.
  19. Wiwatanapataphee, B., Amornsamankul, S., Wu, Y.H., Lenbury, Y. Simulation of Transient Blood Flow through Stenosed Coronary Arteries. WSEAS Transactions on Fluid Mechanics. 1(7) (2006) 771-778.
  20. Amornsamankul, S., Wiwatanapataphee, B., Wu, Y.H., Lenbury, Y. Effect of Non-Newtonian Behaviour of Blood on Pulsatile Flows in Stenotic Arteries. International Journal of Biomedical Sciences. 1(1) (2006) 42-46.
  21. Amornsamankul, S., Wiwatanapataphee, B., Wu, Y.H., Lenbury, Y. Simulation of Blood Flow in the Lumen and Porous Medium Regions of Stenotic Arteries. Contributions in Mathematics and Applicationss :A special volume of East-West Journal of Mathematics. (2005) 95-103.
  22. Lenbury, Y., Ruktamatakul, S., Amornsamankul, S. Modeling Insulin Kinetics: Responses to a Single Oral Glucose Administration or Ambulatory-fed Condition. BioSystems. 59 (2001) 15-25.
  23. Lenbury, Y., Rattanamongkonkul, S., Tumrasvin, N., Amornsamankul, S. Predator-prey Interaction Coupled by Parasitic Infection: Limit Cycles and Chaotic Behavior. Mathematical and Computer Modelling. 30 (1999) 131-146.
  24. Lenbury, Y., Neamvong, A., Amornsamankul, S., Puttapiban, P. Modelling Effects of High Product and Substrate Inhibition on Oscillatory Behavior in Continuous Bioreactors. BioSystems. 49 (1999) 191-203.
  25. Lenbury, Y., Ratanakul, C., Pahupongsap, S., Amornsamankul, S. Analysis of Fast Kinetics Models for the Distribution of Polychlorinated Dibenzo-p-dioxins and Dibenzofurans in Humans. J. Sci. Soc. Thailand. 24 (1998) 205-214.
  26. Amornsamankul, S., 1995, Earth-moon-satellite problem with the Bulirsch-Stoer-Gragg method of rational extrapolation : M.Sc. Thesis.

International Conferences

  1. Pawalai Kraipeerapun and Somkid Amornsamankul. Room Occupancy Detection using Modified Stacking, The 9th International Conference on Machine Learning and Computing (ICMLC 2017), Singapore, Singapore, 24-26 February 2017.
  2. Pawalai Kraipeerapun and Somkid Amornsamankul. Using Falsity Data in the Stacking Technique, The International Conference on Computational Intelligence and Applications (ICCIA 2016), Jeju Island, Korea, 27-29 August 2016, pp. 1-5.
  3. Pawalai Kraipeerapun and Somkid Amornsamankul. Classification of Types of Forests Using Complementary Neural Networks and StackingC, The 14th IASTED International Conference on Software Engineering (SE 2016), Innsbruck, Austria, 15-16 February 2016, pp. 289-293.
  4. Pawalai Kraipeerapun and Somkid Amornsamankul. Using Stacked Generalization and Complementary Neural Networks to Predict Parkinson’s Disease. The 11th International Conference on Natural Computing (ICNC 2015), Zhangjiajie, China, 15-17 August 2015, pp. 1294-1298.
  5. Kaorapapong, K., Jumpen, W., Amornsamankul, S., Tang, I.-M., Wiwatanapataphee, B. Three Dimensional Simulation of Heat Transfer Problem after Cemented Hip Replacement. 4th WSEAS International Conference on Finite Differences – Finite Elements – Finite Volumes – Boundary Elements (F-and-B ’11). Paris, France 28-30 April 2011.
  6. Promrak, J., Amornsamankul, S. , Kraipeerapun, P. Combining complementary neural network and error-correcting output codes for multiclass classification problems. 10th WSEAS Intewrnational Conference on Applied Computer and Applied Computational Science. Venice, Italy. 8-10 March 2011.
  7. Amornsamankul, S., Kraipeerapun, P., Applying Falsity Input to Neural Networks to Solve Single Output Regression Problems. 10th WSEAS Intewrnational Conference on Applied Computer and Applied Computational Science. Venice, Italy. 8-10 March 2011.
  8. Amornsamankul, S., Kaorapapong, K., Wiwatanapataphee, B. Three-Dimensional Simulation of the Femur Bone Using Finite Element Method. ACS’10 Proceedings of the 10th WSEAS international conference on Applied computer science. Iwate, Japan. 4-6 October 2010.
  9. Kraipeerapun, P., Amornsamankul, S. Using Duo Output Neural Network to Solve Binary Classification Problem. ACS’10 Proceedings of the 10th WSEAS international conference on Applied computer science. Iwate, Japan. 4-6 October 2010.
  10. Amornsamankul, S., Kraipeerapun, P., Bagging of Duo Output Neural Networks for Single Output Regression Problem. 2010 3rd IEEE International Conference on Computer Science and Information Technology. Chengdu, China. 7-10 July 2010.
  11. Nakkrasae, S., Kraipeerapun, P., Amornsamankul, S. , Fung, C.C. Bagging of Complementary Neural Networks with Double Dynamic Weight Averaging. 2010 11th ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel / Distributed Computing. 9-11 June 2010.
  12. Kraipeerapun, P., Amornsamankul, S., Fung, C.C., Nakkrasae, S. Applying duo output neural networks to solve single output regression problem. 16th International Conference on Neural Information Processing (ICONIP 2009). Bangkok, Thailand. 1 – 5 December 2009.
  13. Kraipeerapun, P., Nakkrasae, S., Amornsamankul, S., Fung, C.C. Complementary neural networks for regression problems. Eighth International Conference on Machine Learning and Cybernetics, Baoding, China. 12-15 July 2009.
  14. Kraipeerapun, P., Fung, C.C., Nakkrasae, S., Amornsamankul, S. Applying Complementary Neural Networks to Porosity Prediction in Well Log Data Analysis. The 6 th International Joint Conference on Computer Science and Software Engineering (JCSSE2009). Phuket, Thailand. 13-15 May 2009.
  15. Amornsamankul, S., Wiwatanapataphee, B., Wu, Y.H., Lenbury, Y. Numerical Simulation of Blood Flow in the Stenosed Coronary Artery. The 2ndAsian Simulation and Modeling 2007. Chiang Mai, Thailand. 9-11 January 2007.
  16. Wiwatanapataphee, B., Amornsamankul, S., Wu, Y.H., Lenbury, Y. Non-newtonian Blood Flow through Stenosed Coronary Arteries. The 2nd WSEAS International Conference on Applied and Theoretical Mechanics. Venice, Italy. 20-22 November 2006.
  17. Amornsamankul, S., Wiwatanapataphee, B., Wu, Y-H., Lenbury, Y. Effect of Non-Newtonian Behaviour of Blood on Pulsatile Flows in Stenotic Arteries. The 13th Biennial Computational Techniques and Applications Conference. Townsville, Australia. 2-5 July 2006.
  18. Amornsamankul, S., Wiwatanapataphee, B., Wu, Y.H., Lenbury, Y. Simulation of Blood Flow in the Lumen and Porous Medium Regions of Stenotic Arteries. International Conference in Mathematics and Applications. Bangkok, Thailand. 15-17 December 2005.

Local Conferences

  1. Nakkrasae, S., Kraipeerapun, P., Amornsamankul, S., Fung, C.C. Porosity Prediction Using an Ensemble of Complementary Neural Networks with Average Error Adjusting. The Conference on Knowledge and Smart Technologies (KST 2009). Chonburi, Thailand. 24-25 July 2009.

Qualifications

  • B.Sc.  (Mathematics) Kasetsart University, 1991.
  • M.Sc. (Applied Mathematics) Mahidol University, 1995
  • PhD. (Mathematics) Cutin University of Technology, 2008

Honours

  • 1987-1995 DPST Scholarship
  • 1991 “Tab Nelaniti” Prize for B.Sc.(Mathematics) student.
  • 2003-2008 Royal Thai Government Scholarship