Invited speakers
- Linking biomass molecular structure to bioproducts and biobased materials
![](data:image/png;base64,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) 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Ingo Burgert ETHZ
"Biobased Materials – Potentials and Challenges"
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- Modeling and Artificial Intelligence contribution to lignocellulose valorization
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) 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Michael F. Crowley NREL
"Modeling the cell wall structure and machine learning for upgrading lignocellulosic intermediates to value-added polymers"
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- Advances and cutting-edge technologies for enzyme discovery and engineering
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) 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Jane W. Agger DTU
"Polyphenol oxidases as new biocatalysts for oxy-functionalization of lignin"
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- Circular bioeconomy: valorizing all lignocellulose fractions
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) 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Michael O’Donohue INRAE
"Trends in biotechnology & biomanufacturing : a European perspective"
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- Sustainable processes : LCA for lignocellulose bioconversion
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) 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Lorie Hamelin – TBI
"Environmental performance of lignocellulosic biomass valorization: What did we learn from LCAs and what are the research challenges ahead?”
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- Bioconversion using single strains, co-cultures or synthetic microbial consortia
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)
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Sabina Leanti La Rosa – NMBU
"Microbial processing of lignocellulosic polysaccharides in gut systems”
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