Efficient Bayesian Function Optimization of Evolving Material Manufacturing Processes

• David Rubín de Celis Leal,
• Dang Nguyen,
• Pratibha Vellanki,
• Cheng Li,
• Santu Rana,
• Nathan Thompson,
• Sunil Gupta,
• Keiran Pringle,
• Surya Subianto,
• Svetha Venkatesh,
• Teo Slezak,
• Murray Height,
• Alessandra Sutti

Affiliations

David Rubín de Celis Leal

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Dang Nguyen

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Pratibha Vellanki

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Cheng Li

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Santu Rana

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Nathan Thompson

‡Institute for Frontier Materials (IFM), Deakin University, Waurn Ponds, Victoria, Australia

Sunil Gupta

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Keiran Pringle

‡Institute for Frontier Materials (IFM), Deakin University, Waurn Ponds, Victoria, Australia

Surya Subianto

‡Institute for Frontier Materials (IFM), Deakin University, Waurn Ponds, Victoria, Australia

Svetha Venkatesh

†Applied Artificial Intelligence Institute (A2I2), Deakin University, Waurn Ponds, Victoria, Australia

Teo Slezak

‡Institute for Frontier Materials (IFM), Deakin University, Waurn Ponds, Victoria, Australia

Murray Height

HeiQ Australia, Pty Ltd, Geelong, Victoria, Australia

Alessandra Sutti

‡Institute for Frontier Materials (IFM), Deakin University, Waurn Ponds, Victoria, Australia