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08:00 09:00 10:00 11:00 12:00 13:00 14:00 15:00 16:00 17:00 18:00 19:00 20:00 21:00 22:00	Registration 8:30 - 9:00 (30min) Registration Registration Welcome 9:00 - 9:30 (30min) Welcome auditorium Plenary 1 : T. Artières, An overview of Deep Learning Research and Results, T. Artières 9:30 - 10:30 (1h) Plenary 1 : T. Artières, An overview of Deep Learning Research and Results, T. Artières auditorium T. Artières https://icddps2019.sciencesconf.org/data/program/Artieres.pdf Coffee break 10:30 - 11:00 (30min) Coffee break Salle des Voûtes V. J. Schwanitz, Data-driven energy system research – recent advances and future directions 11:00 - 11:30 (30min) V. J. Schwanitz, Data-driven energy system research – recent advances and future directions auditorium V. J. Schwanitz https://icddps2019.sciencesconf.org/data/program/Schwanitz.pdf Z. Wang, Microparticle cloud diagnostic (MCD) for data-driven plasma experiments 11:30 - 12:00 (30min) Z. Wang, Microparticle cloud diagnostic (MCD) for data-driven plasma experiments auditorium Z. Wang https://icddps2019.sciencesconf.org/data/program/Wang.pdf J. Trieschmann, Coupling sputtering and transport simulations through a machine learning plasma-surface interface 12:00 - 12:20 (20min) J. Trieschmann, Coupling sputtering and transport simulations through a machine learning plasma-surface interface auditorium J. Trieschmann https://icddps2019.sciencesconf.org/data/program/Trieschmann_Kruger.pdf J. Morales, First WEST experimental data analysis using machine learning algorithms 12:20 - 12:40 (20min) J. Morales, First WEST experimental data analysis using machine learning algorithms auditorium J. Morales https://icddps2019.sciencesconf.org/data/program/Morales.pdf Lunch 12:40 - 14:00 (1h20) Lunch Salle des Voûtes D. Morvay, Utilizing Big Data Methods within the Semiconductor Industry 14:00 - 14:30 (30min) D. Morvay, Utilizing Big Data Methods within the Semiconductor Industry auditorium D. Morvay https://icddps2019.sciencesconf.org/data/program/Morvay.pdf K. van de Plassche, Surrogate modelling using feed forward neural networks for turbulent transport in fusion plasmas 14:30 - 15:00 (30min) K. van de Plassche, Surrogate modelling using feed forward neural networks for turbulent transport in fusion plasmas auditorium K. van de Plassche https://icddps2019.sciencesconf.org/data/program/VanDePlassche.pdf J. Mlynar, Development and comparative tests of tomography at JET 15:00 - 15:30 (30min) J. Mlynar, Development and comparative tests of tomography at JET auditorium J. Mlynar https://icddps2019.sciencesconf.org/data/program/Mlynar.pdf Coffee break 15:30 - 16:00 (30min) Coffee break Salle des Voûtes Poster Session 1 16:00 - 17:30 (1h30) Poster Session 1 Salle des Voûtes Welcome Cocktail 19:30 - 22:00 (2h30) Welcome Cocktail	Plenary 2 : A. Bailey, Equipment Intelligence™: Plasma Science Driven by Semiconductor Data 9:00 - 10:00 (1h) Plenary 2 : A. Bailey, Equipment Intelligence™: Plasma Science Driven by Semiconductor Data auditorium A. Bailey https://icddps2019.sciencesconf.org/data/program/Bailey.pdf H. Kino, Prediction ability and importance of descriptors of single-element physical sputtering yields based on sparse modeling 10:00 - 10:30 (30min) H. Kino, Prediction ability and importance of descriptors of single-element physical sputtering yields based on sparse modeling auditorium H. Kino https://icddps2019.sciencesconf.org/data/program/Kino.pdf Coffee break 10:30 - 11:00 (30min) Coffee break Salle des Voûtes S. Park, Control of the HARC Etching Processes in OLED Display Manufacturing Fab by Using the PI-VM Algorithm 11:00 - 11:30 (30min) S. Park, Control of the HARC Etching Processes in OLED Display Manufacturing Fab by Using the PI-VM Algorithm auditorium S. Park https://icddps2019.sciencesconf.org/data/program/Park.pdf H. Nakada, Data-driven Development of Plasma Process: Time-series Optimization of Etching Conditions Based on Reinforcement Learning 11:30 - 12:00 (30min) H. Nakada, Data-driven Development of Plasma Process: Time-series Optimization of Etching Conditions Based on Reinforcement Learning auditorium H. Nakada https://icddps2019.sciencesconf.org/data/program/Nakada.pdf A. Solov’yov, MBN Explorer and Studio case studies with irradiation driven molecular dynamics 12:00 - 12:30 (30min) A. Solov’yov, MBN Explorer and Studio case studies with irradiation driven molecular dynamics auditorium A. Solov’yov https://icddps2019.sciencesconf.org/data/program/Solov_yov.pdf Lunch 12:30 - 13:30 (1h) Lunch Salle des Voûtes Boat Tour to the Calanques 14:00 - 18:00 (4h) Boat Tour to the Calanques	Plenary 3 : H. Ihssen, New Material Discovery Activities in the Framework of the European Energy Research Alliance 9:00 - 10:00 (1h) Plenary 3 : H. Ihssen, New Material Discovery Activities in the Framework of the European Energy Research Alliance auditorium H. Ihssen https://icddps2019.sciencesconf.org/data/program/Ihssen.pdf J. Shinagawa, Pairing plasma diagnostics, theory and simulations with machine learning to overcome the limitations of big data analytics in complex plasma processes 10:00 - 10:30 (30min) J. Shinagawa, Pairing plasma diagnostics, theory and simulations with machine learning to overcome the limitations of big data analytics in complex plasma processes auditorium J. Shinagawa https://icddps2019.sciencesconf.org/data/program/Shinagawa.pdf Coffee break 10:30 - 11:00 (30min) Coffee break Salle des Voûtes K. Kamataki, Predictive insight based on grey box analysis of plasma process data 11:00 - 11:30 (30min) K. Kamataki, Predictive insight based on grey box analysis of plasma process data auditorium K. Kamataki https://icddps2019.sciencesconf.org/data/program/Kamataki.pdf K. Wende, From numbers to decisions - data processing in omics-driven approaches 11:30 - 12:00 (30min) K. Wende, From numbers to decisions - data processing in omics-driven approaches auditorium K. Wende https://icddps2019.sciencesconf.org/data/program/Wende.pdf E. Kolemen, Machine Learning Control for fusion devices 12:00 - 12:30 (30min) E. Kolemen, Machine Learning Control for fusion devices auditorium E. Kolemen https://icddps2019.sciencesconf.org/data/program/Kolemen_1.pdf R. A. Guinee, A Novel Kalman Filter Bank Methodology For Time Series Prediction In Forecasting Applications 12:30 - 12:50 (20min) R. A. Guinee, A Novel Kalman Filter Bank Methodology For Time Series Prediction In Forecasting Applications R. A. Guinee https://icddps2019.sciencesconf.org/data/program/Guinee2.pdf Lunch 12:50 - 14:00 (1h10) Lunch Salle des Voûtes M. Becker, Reuse of research data for plasma processes and applications with Plasma-MDS and INPTDAT 14:00 - 14:30 (30min) M. Becker, Reuse of research data for plasma processes and applications with Plasma-MDS and INPTDAT auditorium M. Becker https://icddps2019.sciencesconf.org/data/program/Becker_Franke_1.pdf M. Boyer, Accelerated predictive models for scenario optimization and control of tokamaks 14:30 - 15:00 (30min) M. Boyer, Accelerated predictive models for scenario optimization and control of tokamaks auditorium M. Boyer https://icddps2019.sciencesconf.org/data/program/Boyer.pdf M. R. Churchill, Deep Convolutional Neural Networks for Long Time Series Classification 15:00 - 15:30 (30min) M. R. Churchill, Deep Convolutional Neural Networks for Long Time Series Classification auditorium M. R. Churchil https://icddps2019.sciencesconf.org/data/program/Churchill_1.pdf Coffee break 15:30 - 16:00 (30min) Coffee break Salle des Voûtes Poster Session 2 16:00 - 17:30 (1h30) Poster Session 2 Salle des Voûtes Conference Dinner 19:30 - 22:00 (2h30) Conference Dinner	Plenary 4 : R. Yoshida, Machine learning for materials design and discovery: how do we learn from little? 9:00 - 10:00 (1h) Plenary 4 : R. Yoshida, Machine learning for materials design and discovery: how do we learn from little? auditorium R. Yoshida https://icddps2019.sciencesconf.org/data/program/Yoshida.pdf A. Mesbah, Machine Learning for Process Monitoring and Control of Low-temperature Plasmas 10:00 - 10:30 (30min) A. Mesbah, Machine Learning for Process Monitoring and Control of Low-temperature Plasmas auditorium A. Mesbah https://icddps2019.sciencesconf.org/data/program/Mesbah.pdf Coffee break 10:30 - 11:00 (30min) Coffee break Salle des Voûtes J. Kates-Harbeck, Disruption Prediction in Tokamak Fusion Reactors via Deep Learning at Scale 11:00 - 11:30 (30min) J. Kates-Harbeck, Disruption Prediction in Tokamak Fusion Reactors via Deep Learning at Scale auditorium J. Kates-Harbeck https://icddps2019.sciencesconf.org/data/program/Kates_Harbeck.pdf M. Blatzheim, Deep Neural Network Based Reconstruction of Plasma Properties for Wendelstein 7-X 11:30 - 12:00 (30min) M. Blatzheim, Deep Neural Network Based Reconstruction of Plasma Properties for Wendelstein 7-X auditorium M. Blatzheim https://icddps2019.sciencesconf.org/data/program/Blatzheim.pdf A. Ho, Application of Gaussian process regression techniques to experimental plasma profile fitting and model validation 12:00 - 12:30 (30min) A. Ho, Application of Gaussian process regression techniques to experimental plasma profile fitting and model validation auditorium A. Ho https://icddps2019.sciencesconf.org/data/program/Ho.pdf Lunch 12:30 - 14:00 (1h30) Lunch Salle des Voûtes B. Spears, Learning-based predictive models: a new approach to integrating large-scale simulations and experiments 14:00 - 14:30 (30min) B. Spears, Learning-based predictive models: a new approach to integrating large-scale simulations and experiments auditorium B. Spears https://icddps2019.sciencesconf.org/data/program/Spears.pdf O. Agullo, Prediction of magnetic island dynamics with neural networks 14:30 - 15:00 (30min) O. Agullo, Prediction of magnetic island dynamics with neural networks auditorium O. Agullo https://icddps2019.sciencesconf.org/data/program/Agullo_2.pdf P. Rodriguez-Fernandez, Surrogate-Based Optimization Techniques for the Validation of Plasma Transport Models 15:00 - 15:30 (30min) P. Rodriguez-Fernandez, Surrogate-Based Optimization Techniques for the Validation of Plasma Transport Models auditorium P. Rodriguez-Fernandez https://icddps2019.sciencesconf.org/data/program/Rodriguez_Fernandez.pdf Coffee break 15:30 - 16:00 (30min) Coffee break Salle des Voûtes Round Table 16:00 - 17:30 (1h30) Round Table	Plenary 5 : C. S. Chang, Federated Data-Science for Accelerated Fusion Research: Why do we need it and how do we achieve it? 9:00 - 10:00 (1h) Plenary 5 : C. S. Chang, Federated Data-Science for Accelerated Fusion Research: Why do we need it and how do we achieve it? auditorium C. S. Chang https://icddps2019.sciencesconf.org/data/program/Chang.pdf F. Matos, Plasma State Classification and ELM detection using Convolutional Long Short-Term Memory Neural Networks 10:00 - 10:30 (30min) F. Matos, Plasma State Classification and ELM detection using Convolutional Long Short-Term Memory Neural Networks auditorium F. Matos https://icddps2019.sciencesconf.org/data/program/Matos.pdf Coffee break 10:30 - 11:00 (30min) Coffee break Salle des Voûtes T. Cartier-Michaud, PoPe method for code verification and model reduction: Focus on numerical diffusion 11:00 - 11:30 (30min) T. Cartier-Michaud, PoPe method for code verification and model reduction: Focus on numerical diffusion auditorium T. Cartier-Michaud https://icddps2019.sciencesconf.org/data/program/Cartier_Michaud.pdf Closing ceremony 11:30 - 12:00 (30min) Closing ceremony auditorium

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