Merge pull request #113 from Ray16/patch-4

Update project-09-pme-no-hikari.md

_projects/project-09-pme-no-hikari.md

@@ -1,20 +1,19 @@
 ---
 number: 9
-title: Optimizing The CO2 Uptakes of Metal-Organic Frameworks Using Thompson Sampling
+title: Optimizing The CO2 Uptake of Metal-Organic Frameworks Using Thompson Sampling
 topic: general
 team_leads:
-  - Ray Zhu (University of Chicago)
+  - Ray Zhu (University of Chicago) @Ray16
 
 contributors:
-  - Oliver Tang (University of Chicago)
-  - Suraj Sudhakar (University of Chicago)
-  - Jaehee Park (University of Chicago)
-  - Rija Ansari (National Research Council)
+  - Oliver Tang (University of Chicago) @oytang
+  - Suraj Sudhakar (University of Chicago) @surajsudhakar99
+  - Jaehee Park (University of Chicago) @wogml1997
+  - Rija Ansari (National Research Council) @rija-ansari
 
 github: AC-BO-Hackathon/real-world-pme-no-hikari
 youtube_video: l0aVZDMwIMU
 
-
 ---
 
 Metal-organic frameworks are nanoporous materials that shows great promise for carbon capture at large scale. In this work, we adopt the CRAFTED MOF dataset and build Bayesian optimization model with Thompson sampling acquisition function to perform candidate selection for MOfs with high CO2 uptake. We benchmark Thompson sampling against random sampling method to compare their performance in finding high-performers.