Paschalis Alexandridis and Marina Tsianou
- Acknowledgements
- Introductions to the workshop (schedule, deliverables, Code of Conduct)
- Introductions to the workshop participants
Coordinator/Discussion Leader: Nick Abbott
- Keynote: Formulation Science and Practice in Industry: Anat Shiloach (20 min)
- Keynote: Formulation Science and Practice in Industry: Eric Johnson & Will Shearouse (20 min)
- DISCUSSION (20 min)
Coordinator/Discussion Leader: Paschalis Alexandridis
- Tutorial on Molecular Modeling: Dmitry Bedrov and Alberto Striolo (30 min + 5 min Q&A)
- Tutorial on ML/AI: Peter Frazier and Johannes Hachmann (30 min + 5 min Q&A)
- Tutorial on Life Cycle Assessment (LCA): Aurora Munguia-Lopez (30 min + 5 min Q&A)
Coordinator/Discussion Leader: Marina Tsianou Scribe: Dan Miller
- Short Tutorial on Biosurfactants: Dan Miller (20 min)
- Short Tutorial on PFAS: Paschalis Alexandridis (10 min)
- Case studies by industry participants (10 min each)
- Bio-based, Biodegradable Ingredients: Aslin Izmitli
- Lower Carbon Footprint Ingredients: Aslin Izmitli
- Surfactant Developments in Laundry Detergents: Will Shearouse
- Developing Materials and Models for Sustainable Cleansing Products: Eric Johnson
- Formulation Challenges with Sustainable Surfactants for Personal Cleansing Products: Hongwei Shen
- APG in Agro Applications: Amir Ghayour
- Challenges of Formulating Sustainable Oil Dispersion Product of Pesticides: Wanglin Yu
- DISCUSSION (20 min)
Coordinator/Discussion Leader: Dan Miller Scribe: Stephanie Lam
- Tutorial on Hydrophilic-Lipophilic Deviation (HLD) method: Edgar Acosta (20 min+ 5 min Q&A)
- Case studies by academic participants on the use of molecular simulations or ML/AI modeling in property prediction and understanding surfactant systems (10 min each)
- Dmitry Bedrov
- Alberto Striolo
- Case studies by industry participants on the use of modeling in formulations (10 min each)
- Application of HLD Framework to Mapping Surfactant-Oil-Water Emulsion Stability: Greg Dado
- Leveraging AI for Sustainable Design of Skin Care Products: Tea Moaddel
- DISCUSSION (25 min)
Coordinator/Discussion Leader: Stephanie Lam Scribe: Claribel Acevedo-Vélez
- Lab Automation& Data Analytics (NIST AFL and commercially available): Tyler Martin, Peter Beaucage, Jon Seppala (30 min+ 5 min Q&A)
- Case studies on applications of lab-automation in surfactant or colloidal systems (25 min total)
- Applications of Microfluidics: Alexandra Bayles
- Applications of Microfluidics: Sangwoo Shin
- High Throughput Formulation Capabilities at Dow and Applications in Formulation: Aslin Izmitli
- DISCUSSION (15 min)
Coordinator/Discussion Leader: Nick Abbott Scribe: Paschalis Alexandridis
- Funding from Federal sources (NIST, NSF, DOE)
- DISCUSSION
Coordinator/Discussion Leader: Claribel Acevedo-Vélez Scribe: Marina Tsianou
- Courses related to formulations
- Formulation Engineering course at CMU: Bob Tilton (10 min)
- Formulation Courses at UCSB: Todd Squires (10 min)
- Formulation in a Course on Product Design: Paschalis Alexandridis (5 min)
- Molecular Modeling Course Content to Support Formulations: Dmitry Bedrov (5 min)
- ML/AI Course Content to Support Formulations: Johannes Hachmann (5 min)
- Input from industry practitioners (15 min)
- Research in universities in collaboration and/or with financial support by industry (15 min)
- Role of professional societies (15 min)
- AOCS (Surfactants and Detergents Division): Brian Grady
- ACS (COLL division): Dan Miller
- AIChE (Area 1C: Interfacial Phenomena): Marina Tsianou
- Society of Cosmetic Chemists: Todd Squires
- Royal Society of Chemistry RSC (Interest groups: Colloid & Interface Science Group, Particle Characterisation Group, Polymer Physics Group, Formulation Science & Technology Group): Paschalis Alexandridis
- DISCUSSION (25 min)
Paschalis Alexandridis and Marina Tsianou
- Workshop report
- Reimbursement of travel expenses