UNIST International Workshop on String Theory, Geometry and Machine Learning 2023
Schedule
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Talks will take place at UNIST, in Building 110, Auditorium N103.
The Colloquium on Thursday, June 29 will take place in Building 108, Auditorium U110.
All times are in Korea Standard Time (UTC + 9 hours).
Thursday - June 29, 2023
12:00 - 14:00: Lunch and Discussions
14:10 - 14:50: Talk 1 - Andrei Constantin - "Machine Learning for Bundles and Manifolds in String Theory"
15:00 - 15:40: Talk 2 - Sergei Gukov - "Learning AC moves"
16:00 - 17:00: Special Colloquium - Gary Shiu - "The Topology of Data: from String Theory to Cosmology to Phases of Matter"
17:30 - 20:00: Discussions, Dinner
Friday - June 30, 2023
10:10 - 10:50: Talk 3 - James Halverson - "Φ4 Theory as a Neural Network Field Theory"
11:00 - 11:40: Talk 4 - Fabian Ruehle - "Searching for Ribbons with Machine Learning"
11:50 - 12:30: Talk 5 - Andreas Schachner - "JAXVacua -- A Framework for Sampling String Vacua"
12:30 - 14:00: Lunch and Discussions
14:10 - 14:50: Talk 6 - Namkyeong Cho - "Using Reinforcement Learning and Graph Neural Networks in Integer Programming with some Industrial Applications"
15:00 - 15:40: Talk 7 - Elli Heyes - "New Calabi-Yau Manifolds from Genetic Algorithms"
15:50 - 16:30: Talk 8 - Andre Lukas - "Decoding Nature with Nature's Tools: String Models of Particle Physics with Genetic Algorithms and Quantum Annealing"
16:30 - 20:00: Discussions, Dinner
Saturday - July 1, 2023
10:10 - 10:50: Talk 9 - Per Berglund - "On Machine Learning Kreuzer-Skarke Calabi-Yau Manifolds"
11:00 - 11:40: Talk 10 - Eun-Soo Jung - "AI for Chat-bots: from Smart Assistants to Friends"
12:00 - 14:00: Lunch and Discussions
14:00 - 20:00: Discussions, Dinner
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