pHbot: self-driven robot for pH adjustment of viscous formulations via physics-informed-ML**

• Main Authors: Chitre, Aniket, Cheng, Jayce, Ahamed, Sarfaraz, Querimit, Robert C. M., Zhu, Benchuan, Wang, Ke, Wang, Long, Hippalgaonkar, Kedar, Lapkin, Alexei A.
• 其他作者: School of Materials Science and Engineering
• 格式: Article
• 語言: English
• 出版: 2024
• 主題: Engineering; Hybrid model; Machine learning
• 在線閱讀: https://hdl.handle.net/10356/175755

pH adjustment is crucial for many industrial products, yet this step is typically performed by manual trial-and-error. A particularly industrially relevant yet challenging titration is that of adjusting viscous liquid formulations using weak, polyprotic titrants (usually citric acid). Handling of vi...