Willis, Mark - Newcastle University - School of Chemical Engineering and Advanced Materials

研究领域

My research is aimed at creating enabling technologies for process development. The area focuses on process development using High Throughput Technologies. I work closely with a colleague Dr Allen Wright. The work is intrinsically multi-disciplinary and systems engineering orientated, spanning chemical engineering, computing science, synthetic and physical chemistry, modelling, simulation, mathematics, statistics and kinetics

近期论文

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Willis MJ, vonStosch M. Inference of chemical reaction networks using mixed integer linear programming. Computers and Chemical Engineering 2016, 90, 31-43. Searson DP, Willis MJ, Wright A. Reverse Engineering Chemical Reaction Networks from Time Series Data. In: Dehmer, M., Varmuza, K., Bonchev, D, ed. Statistical Modelling of Molecular Descriptors in QSAR/QSPR. Weinheim, Germany: Wiley-VCH Verlag GmbH, 2012, pp.327-348. Hii C, Searson DP, Willis MJ. Evolving toxicity models using multigene symbolic regression and multiple objectives. International Journal of Machine Learning and Computing 2011, 1(1), 30-35. Searson DP, Leahy DE, Willis MJ. Predicting the toxicity of chemical compounds using GPTIPS: a free genetic programming toolbox for MATLAB. In: Ao, S-I., Castillo, O., Huang, X, ed. Intelligent Control and Computer Engineering. Netherlands: Springer, 2011, pp.83-93. Gao Y, Kipling K, Glassey J, Willis M, Montague G, Zhou YH, Titchener-Hooker NJ. Application of Agent-Based System for Bioprocess Description and Process Improvement. Biotechnology Progress 2010, 26(3), 706-716. Searson DP, Leahy DE, Willis MJ. GPTIPS: An Open Source Genetic Programming Toolbox For Multigene Symbolic Regression. In: International MultiConference of Engineers and Computer Scientists 2010 (IMECS). 2010, Kowloon, Hong Kong: Newswood Ltd. Morrison GA, Searson DP, Willis MJ. Using genetic programming to evolve a team of data classifiers. World Academy of Science, Engineering and Technology 2010, (72), 261-264. Worth R, Novakovic K, Willis MJ, Wright AR, Grace J. The Importance of Mass Transfer in Gas-Liquid Reactions. Chemspeed publications, 2009. Available at: http://www.chemspeed.com/remositoryfunc-startdown/109/remositoryfunc-startdown/109. Novakovic K, Willis MJ, Wright AR, Grace J. Utilising high throughput technologies for determination of the reaction mechanism of the L-proline catalysed aldol reaction. Chemspeed publications, 2009. Available at: http://www.chemspeed.com/remositoryfunc-startdown/427/remositoryfunc-startdown/427. Novakovic K, Willis MJ, Wright AR, Grace J. Utilising high throughput technologies for the determination of the reaction mechanism of the L-proline catalysed aldol reaction. Chemspeed publications, 2009. Available at: http://www.chemspeed.com/remositoryfunc-startdown/430/remositoryfunc-startdown/430. Novakovic K, Willis MJ, Wright AR. Effect of gas-liquid mass transfer rates on the palladium catalysed phenylacetylene oxidative carbonylation reaction. In: AIChE Annual Meeting. 2008, Philadelphia, USA. Worth R, Novakovic K, Willis MJ, Wright AR. Are high throughput technologies useable for engineering scalability?. In: AIChE Annual Meeting. 2008, Philadelphia, Pennsylvania, USA. Burnham SC, Searson DP, Willis MJ, Wright AR. Inference of chemical reaction networks. Chemical Engineering Science 2008, 63(4), 862-873. Grosjean C, Novakovic K, Scott SK, Whiting A, Willis MJ, Wright AR. Product identification and distribution from the oscillatory versus non-oscillatory palladium(II) iodide-catalysed oxidative carbonylation of phenylacetylene. Journal of Molecular Catalysis A: Chemical 2008, 284(1-2), 33-39. Novakovic K, Grosjean C, Scott SK, Whiting A, Willis MJ, Wright AR. The influence of oscillations on product selectivity during the palladium-catalysed phenylacetylene oxidative carbonylation reaction. Physical Chemistry Chemical Physics 2008, 10(5), 749-753. Todd H, Novakovic K, Willis MJ, Wright AR. Towards predicting catalyst performance in reactive distillation systems. In: AIChE Annual Meeting. 2008, Philadelphia, USA. Mukherjee A, Searson DP, Willis MJ, Scott SK. Two-dimensional simple proportional feedback control of a chaotic reaction system. Physical Review E: Statistical, Nonlinear, and Soft Matter Physics 2008, 77(4), 046215. Novakovic K, Mukherjee A, Willis MJ, Wright AR, Scott SK. Using perturbation experiments to study the dynamic behaviour of the palladium-catalysed phenylacetylene oxidative carbonylation. In: Gordon Research Conference on Oscillations and Dynamic Instabilities in Chemical Systems. 2008, Colby College, Waterville. Novakovic K, Willis MJ, Wright AR. Utilising high throughput technologies for the determination of the reaction network of the ?-proline catalysed aldol reaction. Clean Technologies and Environmental Policy 2008, 10(2), 155-163. Novakovic K, Grosjean C, Scott SK, Whiting A, Willis MJ, Wright AR. Achieving pH and Qr oscillations in a palladium-catalysed phenylacetylene oxidative carbonylation reaction using an automated reactor system. Chemical Physics Letters 2007, 435(1-3), 142-147. English PJ, Searson DP, Willis MJ, Wright AR. Automated inference of chemical reaction networks. In: 6th European Congress of Chemical Engineering (ECCE 6). 2007, Copenhagen, Denmark. Mukherjee A, Searson DP, Willis MJ. Characterisation of the dynamic behaviour of Briggs-Rauscher reaction in a fed-batch reactor. In: The Annual Meeting of the American Institute of Chemical Engineers (AIChE). 2007, Salt Lake City, Utah. Searson DP, Willis MJ, Montague GA. Co-evolution of non-linear PLS model components. Journal of Chemometrics 2007, 21(12), 592-603. Mukherjee A, Searson DP, Willis MJ, Wright AR. Control of a chaotic autocatalytic reaction in a continuous stirred tank reactor. In: 6th European Congress of Chemical Engineering (ECCE 6). 2007, Copenhagen, Denmark. Burnham SC, Novakovic K, Searson DP, Willis MJ, Wright AR. Deduction of reaction mechanism using data from a robotic workstation. In: National Symposium on Chemical Reaction Engineering (Nascre-2). 2007, Houston, Texas.