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Date Time Session Starting time Title Speaker
30-Oct 9:00-10:30 Introduction 9:00 GxExM past, present, future  Fred van Eeuwijk
9:22 GxExM at WUR-PSG  Richard Harrison 
9:34 GxExM within the CGIAR Martin Kropff
9:56 Mixed models for incorporating environmental covariates Hans Peter Piepho
10:18 GxExM as a topic within G3  Lauren McIntyre
  10:30-11:00 Coffee/tea break      
  11:00-12:30 Statistics 11:00 New methods for modelling and disentangling GxE interaction using known and latent environmental covariates  Daniel Tolhurst
  11:22 Modelling GxExM: Pitfalls to Avoid and Strategies to Adopt  Salvador Gezan
  11:39 Investigation of ensemble approach for genomic prediction in crop breeding  Shunichiro Tomura
  11:56 Mixed model analysis of historical VCU trials across Europe: precision and genetic gain  Jip Ramakers
  12:13 Evaluation of the trialling efficiency of Australia's National Variety Trial Main Wheat Season among the Three Growing Regions  Vivi Arief
  12:30-12:45 Poster flash talks      
  12:45-13:45 Lunch      
  13:45-15:15 Phenotyping 13:45 Predicting GxE from Trait Dynamics: Utilizing Stay Green and Multiple Physiological Traits for Enhanced Wheat Adaptation to Contrasting Drought Conditions  Daniela Bustos-Korts
  14:07 Modelling and prediction of height-related traits in dependence on environmental covariates  Olivia Zumsteg
  14:24 Complementing genomics with platform omics help decipher the genetic architecture of in-field productivity in the presence of genotype by environment interactions  Baber Ali
  14:41 High-throughput field phenotyping to facilitate the prediction of crop performance for new environments and new genotypes in breeding  Lukas Roth
  14:58 Phenomic Prediction as a Tool for Enhancing Functional Modeling of Plants in a Breeding Context  Alexis Comar
  15:15-15:45 Coffee/tea break      
  15:45-17:15 Physiology 15:45 Coping with GxExM – A simulation approach to support context-specific crop improvement at CGIAR  Jana Kholova
  16:07  Roles of physiological crop modelling in analysing GxExM: Past experiences and future prospects  Xinyou Yin
  16:24 Beyond GxExM: Ensuring that new crop varieties from CGIAR and partners are fit for purpose Dorcus Gemenet
  16:41 Gene model redundancy and mechanisms of high grain yield under low N in maize and sorghum John McKay
  16:58 Research Bottlenecks to Crop Productivity Matthew Reynolds
  17:15-17:30 Poster flash talks      
  17:30-19:00 Poster session      
  19:15-21:00 Dinner      
           
Date Time Session Starting time Title Speaker
31-Oct 9:00-10:30 Corteva Session 9:00 GxExM at Corteva Jhonathan dos Santos 
AI in GxExM 9:15 Towards GxExM modelling by integrating machine learning and mechanistic models in the context of breeding for resilient crops Aalt-Jan van Dijk
Organized by: 9:30 Accurate multi-trait prediction across cycles of selection by interpretable deep learning István Dékány
Aike Potze                    Hugo Dorado 9:45 Hybrid Phenology Modelling for Predicting Temperature Effects on Fruit Tree Dromancy Ron van Bree
Junita Solin           Jonathan Kunst          Killian Melsen 10:00 LearnMET: an R package to apply machine learning methods for genomic prediction using environmental and genomic data Cathy Westhues
Yingjie Shao 10:15 Panel discussion  
  10:30-11:00 Coffee/tea break      
  11:00-12:30 Corteva Session 11:00 Model-assisted plant breeding with statistical genetics for higher yield in tomato recombinant inbred line Ep Heuvelink
  Beyond conventional GxExM 11:15 Breeding progress in terms of carbon footprint reduction for five cereal crops in Germany Donghui Ma
  Organized by: 11:30 Exploring the breeding implications of diversified cropping systems – GxG or GxM?  Max Wellens
  Aike Potze                    Hugo Dorado              Junita Solin           Jonathan Kunst          Killian Melsen             Yingjie Shao 11:45 Hierarchical genomic prediction to tackle genotype-by-environment-by-management interactions Owen Powell
  12:00 GxExM in vegetable seeds challenges and opportunities Marcos Malosetti
  12:15 Panel discussion  
  12:30-13:30 Lunch      
  13.30-15.00 Environmental characterization & climate change 13:30 Environmental characterization of maize European trial networks Boris Parent
  13:52 Multivariate characterisation of environment types influencing wheat G×E in Australian National Variety Trials Javier Fernandez
  14:09 Assessing Maize Breeding under Climate Change: A Digital Lens on Genotype-Environment Interactions Randall J. Wisser
  14:26 Spatiotemporal suitability analysis of sorghum in Germany under climate change Amir Hajjarpoor
  14:43 Understanding rates of genetic gain in sorghum (Sorghum bicolor Moench) in the U.S. Carlos Messina
  15:00-15:30 Coffee/tea break      
  15:30-17:00 Integration 15:30 Crop-XR: Integrating data with mechanistic modeling, machine learning and control for smart breeding approaches Kirsten ten Tusscher
  15:52 Multi-modal prediction of GxExM Aike Potze
  16:09 Leveraging Parsimonious Model PSoup for Cross-Scale Plant Modeling: A Case Study on Plant Branching Christos Mitsanis
  16:26 Phenotypic and genetic modelling of photosynthesis at the Jan Ingenhousz Institute Tom Theeuwen
  16:43 Developing predictive breeding capability for grapevine improvement Kai Voss-Fels
  17:00 - 17:15 End 17:00 Closing word GxExM III Fred van Eeuwijk