string_data: workshop on data science and string theory

from Monday, 26 March 2018 (08:00) to Thursday, 29 March 2018 (18:00)
ASC

        : Sessions
    /     : Talks
        : Breaks
26 Mar 2018
27 Mar 2018
28 Mar 2018
29 Mar 2018
AM
10:30 Counting String Standard Models - Prof. Andre Lukas (University of Oxford)   ()
Slides
11:15 Machine Learning Calabi-Yau Volumes - Prof. Rak-Kyeong Seong (Tsinghua University)   ()
09:00 Data in (F-theory) flux - Dr Timo Weigand (CERN)   ()
09:45 Data creation with Generative Adversarial Networks - Dr Fabian Ruehle (University of Oxford)   ()
Slides
10:30 --- Coffee Break ---
11:00 Big Data and Machine Learning in the Heterotic Orbifold Landscape - Dr Patrick Vaudrevange (TU Munich)   ()
Slides
11:45 Deeping-learning the Landscape - Prof. Yang-Hui He (City, University of London, Merton College, Oxford & Nankai University)   ()
Slides
09:00 Axion hierarchies from Kahler cones - Prof. Liam McAllister (Cornell University)   ()
09:45 Vacuum selection from Cosmology on Networks of String Vacua - Dr Cody Long (Northeastern University)   ()
Slides
10:30 --- Coffee Break ---
11:00 Anomaly Detection: Mapping the IIB Lamppost with Reinforcement Learning - Prof. James Halverson (Northeastern University)   ()
Slides
11:45 Machine learning at Belle II - Mr James Kahn (The University of Melbourne)   ()
Slides
09:00 WG1: Datasets in String Theory - Dr Christoph Mayrhofer (LMU Munich) Dr Cody Long (Northeastern University)   ()
10:30 --- Coffee Break ---
11:00 WG2: Quo vadis string landscape? - Dr Timo Weigand (CERN) Prof. Liam McAllister (Cornell University)   ()
PM
12:00 --- Lunch Break ---
14:00 Machine learning in astrophysics & cosmology - Dr Ben Hoyle (MPE/USM Munich)   ()
Slides
14:45 Topological Data Analysis for Cosmology and String Theory - Prof. Gary Shiu (University of Wisconsin-Madison)   ()
15:30 --- Coffee Break ---
16:15 The Early Universe Information Bottleneck - Dr Jonathan Frazer (DESY)   ()
Slides
17:00 Classification of Quasi-Realistic Heterotic String Vacua - Mr Glyn Harries (University of Liverpool)   ()
Slides
12:30 --- Lunch Break ---
14:00 Applications of Machine Learning techniques at the ATLAS Collaboration - Mr David Handl (LMU Munich)   ()
Slides
14:45 Classifying fibration structures in Calabi-Yau constructions - Prof. James Gray (Virginia Tech)   ()
Slides
15:30 --- Coffee Break ---
16:15 Learning the non-Higgsable gauge groups in 4D F-theory - Yinan Wang (MIT)   ()
Slides
16:45 Persistent Homology and Flux Vacua - Alex Cole (University of Wisconsin-Madison)   ()
19:00 --- Conference Dinner ---
12:15 --- Lunch Break ---
14:00 Landscape and Complexity Catastrophe & Report on developments in mathematical software - Prof. Michael Douglas (Stony Brook University)   ()
Slides
14:45 Challenging the Refined Swampland Distance Conjecture in Calabi-Yau Moduli Spaces - Daniel Klaewer (Max Planck for Physics)   ()
15:15 --- Coffee Break ---
16:00 History and perspectives - Prof. Bert Schellekens (Nikhef)   ()
Slides
16:45 Discussion   ()
12:30 --- Lunch Break ---
14:00 WG3: Machine learning tools for string theory - Dr Fabian Ruehle (University of Oxford) Prof. James Halverson (Northeastern University)   ()
Slides
15:30 --- Coffee Break ---