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@@ -23,9 +23,9 @@ We kindly request your cooperation in providing the following information for pr
 | ------ | ------ | ------ | ------ |
 | 09:30 - 10:00 | Registration | - | - |
 | 10:00 - 10:10 | Opening Remark | Dr. Young Kuk Lee (President) | KRICT, S. Korea |
-| 10:10 - 10:45 | [Curating Novel Datasets for Machine Learning Applications in Organic Optoelectronics and Reaction Mechanism Prediction](Session-I/10h10m) | Dr. Joonyoung F. Joung | MIT, USA |
-| 10:45 - 11:20 | [AI applications in diagnosing and modeling transport phenomena of complex fluid](Session-I/10h45m) | Dr. Howon Jin | KRICT, S. Korea |
-| 11:20 - 11:55 | [SevenNet: a pretrained universal machine learning force fields](Session-I/11h20m) | Prof. Seungwu Han | Seoul National University, S. Korea |
+| 10:10 - 10:45 | [Curating Novel Datasets for Machine Learning Applications in Organic Optoelectronics and Reaction Mechanism Prediction](Session-I/10h10m) | Dr. Joonyoung F. Joung | Massachusetts Institute of Technology (MIT), USA |
+| 10:45 - 11:20 | [AI Applications in Diagnosing and Modeling Transport Phenomena of Complex Fluid](Session-I/10h45m) | Dr. Howon Jin | KRICT, S. Korea |
+| 11:20 - 11:55 | [SevenNet: a Pretrained Universal Machine Learning Force Fields](Session-I/11h20m) | Prof. Seungwu Han | Seoul National University, S. Korea |
 
 ### 11:55 - 13:20  Lunch
 
@@ -33,9 +33,9 @@ We kindly request your cooperation in providing the following information for pr
 
 | Time | Title | Speaker | Affiliation |
 | ------ | ------ | ------ | ------ |
-| 13:20 - 13:55 | [Combining AI and high-throughput experiments towards inorganic materials-by-design](Session-II/13h20m) | Dr. Jose Recatala-Gomez | Nanyang Tech. Univ., Singapore |
-| 13:55 - 14:30 | [Extracting Complex Concentrated Alloy Properties from Scientific Literature with LLMs](Session-II/13h55m) | Prof. Katerina Christofidou | Univ. Sheffield, UK |
-| 14:30 - 15:05 | [Large Language models for Solid-State Synthesis Predictions and Explanations](Session-II/14h30m) | Prof. Joshua Schrier | Fordham Univ., USA |
+| 13:20 - 13:55 | [Combining AI and High-throughput Experiments Towards Inorganic Materials-by-design](Session-II/13h20m) | Dr. Jose Recatala-Gomez | Nanyang Technological University, Singapore |
+| 13:55 - 14:30 | [Extracting Complex Concentrated Alloy Properties from Scientific Literature with LLMs](Session-II/13h55m) | Prof. Katerina Christofidou | University of Sheffield, UK |
+| 14:30 - 15:05 | [Large Language models for Solid-State Synthesis Predictions and Explanations](Session-II/14h30m) | Prof. Joshua Schrier | Fordham University, USA |
 
 ### 15:05 - 15:20  Coffee Break
 
@@ -43,9 +43,9 @@ We kindly request your cooperation in providing the following information for pr
 
 | Time | Title | Speaker | Affiliation |
 | ------ | ------ | ------ | ------ |
-| 15:20 - 15:55 | [MC3D: The Materials Cloud FAIR and full-provenance materials database](Session-III/15h20m) | Dr. Michail Minotakis | PSI, Switzerland |
+| 15:20 - 15:55 | [MC3D: The Materials Cloud FAIR and full-provenance materials database](Session-III/15h20m) | Dr. Michail Minotakis | Paul Scherrer Institute (PSI), Switzerland |
 | 15:55 - 16:30 | [Natural Language Processing for Building a Literature-based Materials Database and Research Applications](Session-III/15h55m) | Prof. Donghwa Lee | POSTECH, S. Korea |
-| 16:30 - 17:05 | [Polymers & Formulations Informatics - Recent Developments & Critical Next Steps](Session-III/16h30m) | Dr. Chiho Kim | GIT, USA |
+| 16:30 - 17:05 | [Polymers & Formulations Informatics - Recent Developments & Critical Next Steps](Session-III/16h30m) | Dr. Chiho Kim | Georgia Institute of Technology (GIT), USA |
 | 17:05 - 17:40 | [Standardization of Materials R&D Data Scheme and Vocabulary](Session-III/17h05m) | Dr. Kwang-Ryeol Lee | KIST, S. Korea|
 
 ## Travel Information