Author Affiliations

Qihang Zhang,^1,* Janaka C. Gamekkanda,² Ajinkya Pandit,² Wenlong Tang,³ Charles Papageorgiou,⁴ Neda Nazemifard,⁴ Yihui Yang,⁴ Michael Schwaerzler,⁵ Tolutola Oyetunde,⁵ Richard D. Braatz,² Allan S. Myerson,² and George Barbastathis^6,7

¹Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

²Department of Chemical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

³Data Sciences Institutes, Takeda Pharmaceuticals International Co, 650 E Kendall St, Cambridge, Massachusetts 02142, USA.

⁴Process Chemistry Development, Takeda Pharmaceuticals International Co, 40 Landsdowne St, Cambridge, Massachusetts 02139, USA.

⁵Innovation and Technology Sciences, Takeda Pharmaceutical Company Limited, 200 Shire Way, Lexington, MA 02421

⁶Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.

⁷Singapore-MIT Alliance for Research and Technology (SMART) Centre, 1 Create Way, Singapore 117543, Singapore.

^*Corresponding author: qhzhang@mit.edu