Georgia Stinchfield

Last update: January, 2023

About

Georgia started her PhD under the advisement of Professor Laird in the Fall semester of 2021. She completed her B.S. in Chemical Engineering, with minors in chemistry, computer science, and mathematics, from Manhattan College in 2021.

Publications

G. Stinchfield, B.L. Ammari, J.C. Morgan, J.D. Siirola, M.A. Zamarripa, C.D. Laird, “Optimization of Process Families for Deployment of Carbon Capture Processes using Machine Learning Surrogates”, Submitted to 33rd Annual European Symposium on Computer-Aided Process Engineering (ESCAPE).

G. Stinchfield, L.T. Biegler, J.C. Eslick, C. Jacobson, D.C. Miller, J.D. Siirola, M.A. Zamarripa, C. Zhang, Q. Zhang, C.D. Laird, “Optimization-based Approaches for Design of Chemical Process Families Using Machine Learning Surrogates” Accepted to FOCAPO\CPC 2023.

 C. Zhang, C. Jacobson, Q. Zhang, L.T. Biegler, J.C. Eslick, M.A. Zamarripa, D. Miller, G. Stinchfield, J.D. Siirola, C.D. Laird. “Optimization-based Design of Product Families with Common Components”. Computer Aided Chemical Engineering 2022 (49), 91-96.

 G. Stinchfield, J. Capitani, J. Regan. “Bidentate and Monodentate Bonding of Chromium (VI) on the Acid Scavenger Exchange Resin, MP-Carbonate, as a Function of pH”. Water Air and Soil Pollution 231, 360 (2020).

 J. Regan, N. Dushaj, G. Stinchfield. “Reducing Hexavalent Chromium to Trivalent Chromium with Zero Chemical Footprint: Borohydride Exchange Resin and a Polymer-Supported Base.” ACS Omega 2019 4(7), 11554-11557.

Presentations

G. Stinchfield, B.L. Ammari, J.C. Morgan, J.D. Siirola, M.A. Zamarripa, C.D. Laird, “Optimization of Process Families for Deployment of Carbon Capture Processes using Machine Learning Surrogates”, Abstract accepted for Oral Presentation at the 33rd Annual European Symposium on Computer-Aided Process Engineering (ESCAPE).

 G. Stinchfield, L.T. Biegler, J.C. Eslick, C. Jacobson, D.C. Miller, J.D. Siirola, M.A. Zamarripa, C. Zhang, Q. Zhang, C.D. Laird, “Optimization-based Approaches for Design of Chemical Process Families Using Machine Learning Surrogates” Presented at FOCAPO\CPC 2023.

 G. Stinchfield, M. Bynum, M.A. Zamarripa, J.D. Siirola, C.D. Laird. “Mathematical Programming Formulations for Design and Manufacturing of Process Families: Applications to Green Energy Systems.” Presented at AIChE Annual Meeting 2023

 G. Stinchfield, M.A. Zamarripa, J.D. Siirola, C.D. Laird. “Optimal Design Formulations for Families of Similar Processes with Applications in Energy Systems.  Presented at INFORMs Annual Meeting 2022

 C.D. Laird, C. Zhang, C. Jacobson, Q. Zhang, L.T. Biegler, J.C. Eslick, M.A. Zamarripa, D. Miller, G. Stinchfield, J.D. Siirola. “Optimization-based Design of Product Families with Common Components.” Presented at PSE2021+

 G. Stinchfield, M.A. Zamarripa, J.D. Siirola, C.D. Laird. “Optimal Design Approaches for Rapid, Cost-Effective Manufacturing and Deployment of Chemical Process Families.” Poster Presented at AIChE AMPc 2022

Honors & Awards

Young Researcher Traveler Award, awarded by FOCAPO/CPC (Nov. 2022)

Eastman Chemical Company Fellowship, awarded by Eastman Chemical Company (May 2022)

Thomas and Adrienne Klopack Graduate Fellowship in Engineering, awarded by Carnegie Mellon University (Feb. 2022)

Pruton Medal for Chemical Engineering, awarded by Manhattan College (May 2021)

Mahoney Summer Research Fellowship, awarded by Manhattan College (Apr. 2019)

Manhattan College Presidential Scholarship, awarded by Manhattan College (Sept. 2017)