WEDNESDAY, January 31 - Virtual Workshops
Morning Sessions
10:00-11:00
Antibody Modeling and Protein Engineering 
Protein Engineering / Protein Properties / Developability / Hot Spot Analysis / Antibody Modeling / Humanization / Molecular Surfaces
Barbara Sander, Senior Applications Scientist, Chemical Computing Group
11:00-11:15
Morning Break
11:15-12:15
Biologics: Protein Alignments, Modeling and Docking 
Alignments and Superposition / Loop and Linker Modeling / Homology Modeling / Protein Docking / Solubility Analysis / 2D Hot Spot Mapping / Protein Ligand Interaction Fingerprints / QSAR Modeling
Purvi Gupta, Applications Scientist, Chemical Computing Group
WEDNESDAY, January 31 - Scientific Presentations
Afternoon Sessions
13:30-13:35
Opening Remarks - Markus Kossner, CCG
CHAIR: Elizabeth Rodriguez, UCB
13:35-14:05
Biophysical Cartography of the Native and Human-Engineered Antibody Landscapes Quantifies the Plasticity of Antibody Developability
Habib Bashour, Postdoctoral Researcher, Dept. of Immunology, University of Oslo
14:05-14:35
Predicting Post-Translational Modifications through Structural In Silico Analysis
Michael Knight, Senior Scientist, UCB
14:35-15:05
Design Adaptions for mRNA Encoded Antibodies
Wolfgang Große, Associate Director, Protein Design, CureVac SE
15:05-15:35
Computational Approaches for the Design and Development of Multispecific Therapeutics
Dilyana Dimova, Senior Data Scientist, Sanofi
15:35-15:45
Afternoon Break
CHAIR: Norbert Furtmann, Sanofi
15:45-16:15
Multiobjective Optimisation for Antibody Discovery
Lida Mavrogonatou, Senior Machine Learning Engineer, LabGenius
16:15-16:45
Validation of Computational and Machine Learning Strategies for Biologics Design
Massimo Sammito, Associate Principal Scientist, AstraZeneca
16:45-17:15
A Machine-learning Algorithm for the Selection of Excipients During Biopharmaceutical Formulation Development
Mark Teese, Product Owner, Bioinformatics, Leukocare AG
17:15-17:45
Predicting Antibody Developability Using Interpretable Machine Learning
Peter M. Tessier, Albert M. Mattocks Professor, Depts of Pharmaceutical Sciences, Chemical Engineering and Biomedical Engineering, University of Michigan
17:45-17:50
Closing Remarks - Markus Kossner, CCG