Nombre de documents

12

CV de Espéran Padonou


Pré-publication, Document de travail2 documents

  • Espéran Padonou, O Roustant. Polar Gaussian Processes and Experimental Designs in Circular Domains. 2016. <hal-01119942v4>
  • Espéran Padonou, Olivier Roustant, Michel Lutz. Robust monitoring of an industrial IT system in presence of structural change. 2013. <hal-00790206>

Communication dans un congrès7 documents

  • Olivier Roustant, Espéran Padonou. Kriging and Design of Experiments on Circular Domains. The Fourth International Conference on the Interface between Statistics and Engineering 2016 (ICISE2016), Jun 2016, Palerme, Italy. 2016, <http://www.cityu.edu.hk/seem/icise2016/index.htm>. <hal-01350664>
  • Espéran Padonou, Jakey Blue. Wafer Spatial Pattern Decomposition and Diagnosis Based on Processing Characteristics. 15th Annual Conference of the European Network for Business and Industrial Statistics ENBIS-15, Sep 2015, Prague, Czech Republic. <emse-01412221>
  • Espéran Padonou, Olivier Roustant, Jakey Blue, Duverneuil Hugues. Spatial risk assessment on circular domains: Application to wafer profile monitoring. 26th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC), May 2015, Saratoga Springs, United States. IEEE, <10.1109/ASMC.2015.7164475>. <emse-01338842>
  • Olivier Roustant, Espéran Padonou. Predicting on circular domains with Gaussian processes. Predicting on circular domains with Gaussian processes, Mar 2015, Dortmund, Germany. <https://www.statistik.tu-dortmund.de/sfb823-seminars.html>. <10.1002/qre.1651>. <emse-01235067>
  • Espéran Padonou, Jakey Blue, Olivier Roustant, Duverneuil Hugues. Response surface approximation for profile monitoring in circular domains. 14th Annual Conference of the European Network for Business and Industrial Statistics ENBIS-14, Sep 2014, Linz, Austria. <emse-01412227>
  • Espéran Padonou, Jonathan Villot. Estimation of Energy Savings through a Kriging Metamodel. 13th Annual Conference of the European Network for Business and Industrial Statistics (ENBIS-13), Sep 2013, Ankara, Turkey. 2013. <emse-00864669>
  • Mireille Batton-Hubert, Mickaël Binois, Espéran Padonou. Inverse modeling to estimate methane surface emission with optimization and reduced models: application of waste landfill plants. 13th Annual Conference of the European Network for Business and Industrial, Sep 2013, Ankara, Turkey. 2013. <emse-00849417>

Thèse1 document

  • Espéran Padonou. Statistical Learning on Circular Domains For Advanced Process Control in Microelectronics. Statistics [math.ST]. Ecole nationale supérieure des mines de Saint-Etienne, 2016. English. <NNT : 2016LYSEM009>. <tel-01438684>

Article dans une revue2 documents

  • Espéran Padonou, Olivier Roustant. Polar Gaussian Processes and Experimental Designs in Circular Domains. SIAM/ASA Journal on Uncertainty Quantification, 2016, 4 (1), pp.1014 - 1033. <10.1137/15M1032740>. <emse-01412189>
  • Espéran Padonou, Olivier Roustant, Michel Lutz. Robust Monitoring of an Industrial IT System in the Presence of Structural Change. Quality and Reliability Engineering International, Wiley, 2015, 31 (6), pp.Pages 949-962. <http://onlinelibrary.wiley.com/>. <10.1002/qre.1651>. <emse-01235063>