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Here is a collection of talks I have given (click on the year to expand). If you are interested in the slides or recording and can't find them on the respective conference/university/workshop webpage (stringwiki has a good overview of workshops/conferences and their web pages), please email me. I have collected some recordings of my talks on my YouTube Channel .
2024
String Data, Kyoto, Japan
Learning Knot Invariance
AI for QFT, Queen Mary London, UK
Kolmogorov-Arnold Networks
The Generalized Volume Conjecture, Bombay, India
Learning Knot Invariance
CMSA Mathematical Physics and Algebraic Geometry Seminar, Harvard, USA
Bounds and Dualities of Type II Little String Theories
Northeastern Math Club, Northeastern, USA
Playing a Game of Knot Theory
CMSA Mathematics and Machine Learning Workshop, Harvard, USA
Rigorous results from ML using RL
Strings and Geometry 2024, University of Hamburg, Germany
Exploring the space of 6D Little String Theories
Special Colloquium, UNIST ULsan, South Korea
Kolmogorov-Arnold Networks
AGK Seminar, TU Dresden, Germany
Machine Learning for Knot Theory
MPI Colloquium, MPI Dresden, Germany
Machine Learning for Scientific Discovery
LIV.INNO Data Science Seminar, Liverpool, UK
Rigorous results from Machine Learning
AMS Sectional Meeting, UW Milwaukee, USA
Reinforcement learning for problems in knot theory
Surveying the Landscape, UMASS Amherst, USA
The quantum gravity landscape viewed from the top down
Northeastern Topology Seminar, Northeastern University, USA
Machine learning for problems in knot theory
Brandeis Theory Seminar, Brandeis University, USA
Degenerate string spectrum and black hole attractors
Theoretical Physics Seminar, UMASS Amherst, USA
Rigorous results from Machine Learning for Theoretical Physics
String Theory Seminar, Virginia Tech, USA
Rigorous results from Machine Learning for Theoretical Physics
Aspen Winter Conference, Aspen, USA
Metric Flows
String Theory Seminar, Virginia Tech, USA
Metric Flows
2023
string_data 2023, Caltech, USA
Metric Flows
Deconstructing the String Landscape, Paris, France
Perspectives on Particle Physics
13th Joburg Workshop on String Theory, Witwatersrand University, South Africa
Massive string towers, level crossing, and black hole attractors
Machine Learning in Mathematics & Theoretical Physics, Oxford, UK
One lecture on "Introduction to ML", two lectures on "ML and Knot theory"
String Phenomenology 2023, Daejeon, South Korea
Massive string towers, level crossing, and black hole attractors
String Theory, Geometry and Machine Learning, UNIST Ulsan, South Korea
Searching for ribbons with machine learning
AI 4 Research Seminar, Uppsala University, Sweden
Rigorous results from Machine Learning
Joint Math/Phys Seminar, Stavanger University, Norway
Laplacian eigenmodes, level crossing, and attractors
2022
string_data 2022, University of Cambridge, UK
ML for problems in Knot Theory
Computational Differential Geometry and its Applications in Physics, Simons Center, USA
Numerical metrics for Calabi-Yau and other reduced holonomy manifolds
Computer science for knotty math problems, DIAS, Ireland
ML for problems in Knot Theory
CERN Winter School 2022, CERN, Switzerland
Artificial Intelligence for Theoretical Physics and Mathematics
IAIFI Workshop, Tufts University, Boston, USA
Machine Learning for Formal Theory
String Math 2022, Warsaw, Poland
Approximations for Calabi-Yau and other special holonomy/structure metrics
String Phenomenology 2022, Liverpool, UK
Moduli Spaces, Geodesics, and Flops
Bethe Forum on Machine Learning, Bonn University, Germany
ML and special holonomy manifold
A Deep-Learning Era of Particle Theory, Mainz University, Germany
Machine Learning applications for Knot Theory
Strings and Geometry 2022, Utrecht, Netherlands
Kähler Moduli Spaces, Geodesics, and Flops
Workshop on Machine Learning and Mathematical Conjecture, Harvard University, USA
Machine Learning and Knot Theory
2021
String_data 2021, Witwatersrand, South Africa (virtual)
SU(3) holonomy/structure metrics for CICYs and toric varieties
Strings: Geometry and Symmetries for Phenomenology, Oaxaca, Mexico (virtual)
CY metrics for CICYs and Toric Varieties
String/Gravity Theory Seminar, MIT, USA
A Physics and a Math Conjecture
VT String Seminar, Virginia Tech, USA
Checking the Swampland Distance conjecture with Machine Learning
IAIFI Seminar, MIT, USA
Learning metrics in extra dimensions
Geometry, Physics, and Representation Theory Seminar, Northeastern University, USA
Geodesics and topological transitions in Calabi-Yau manifolds of Picard rank two
Geometry Topology and AI, IMT Toulouse, France
Moduli-dependent Calabi-Yau and SU(3)-structure metrics from Machine Learning
Artificial Intelligence and Theorem Proving 2021, Aussois, France
ML applications to string theory
Nankai Symposium on Mathematica Dialogues, Nankai University, Tianjin, China
String compactification metrics, massive spectra, and consistency of quantum gravity
Strings 2021, ICTP, Sao Paulo, Brazil
Artificial Intelligence and String Theory
Physics meets ML, virtual (Zoom/Youtube)
Learning Calabi-Yau metrics
Theoretical Physics Seminar, IBS, Daejeon, South Korea
Moduli-dependent Calabi-Yau and SU(3)-structure metrics from Machine Learning
Queen Mary String Seminar, Queen Mary University London, UK
Machine learning applications to string theory problems
Durham String Seminar, Durham University, UK
Moduli-dependent Calabi-Yau and SU(3)-structure metrics from Machine Learning
Workshop on Algebraic Geometry and Machine Learning, Sanya, China
Moduli-dependent Calabi-Yau and SU(3)-structure metrics from Machine Learning
2020
GeNeZiss XXVII, University of Bern, Switzerland
Machine learning applications to string theory problems
GLSMs 2020, Virginia Tech, USA
Worldsheet instantons in Heterotic string theory
Bethe Colloquium, Bonn, Germany
Machine Learning in Theoretical Physics
String Phenomenology 2020, Northeastern University, USA
Knot Theory and Machine Learning
IML Seminar, CERN, Switzerland
Machine Learning in Theoretical Physics
Oxford Theory Seminar, Oxford, UK
Machine Learning and Complexity of String Vacua
Applied Machine Learning Days, Lausanne, Switzerland
Exploring string theory solutions with reinforcement learning
2019
First French-German Meeting in Physics, Mathematics and Artificial Intelligence Theory, Paris, France
Machine Learning and Complexity of String Vacua
Deep Learning and Physics, Osaka, Japan
Machine learning for Calabi-Yau metrics
Math Seminar, City College London, UK
Machine Learning and Complexity of String Vacua
Utrecht String Seminar, Utrecht, Netherlands
Machine Learning and Complexity of String Vacua
Corfu Summer Institute, Corfu, Greece
Machine Learning and Complexity of String Vacua
SIAM 2019, Bern, Switzerland
Machine Learning for String Vacua
Aspen Review Talk, Aspen, USA
Dark Matter from string theory
Northeastern University Theory Seminar, Boston, USA
Branes with Brains: Deep Reinforcement Learning in String Theory
UNAM Theory Seminar, UNAM, Mexico
Dark Matter from String Theory: Glueballs and Axions
Geometrical Tools for String Cosmology, Oaxaca, Mexico
Machine learning for string vacua
2018
TU Theory group seminar, TU Munich, Germany
Reinforcement Learning in string theory
String Theory Seminar, ETH Zurich, Switzerland
Calabi-Yau Manifolds and SU(3) Structure
String Theory, Geometry and String Model Building, Mainz, Germany
Calabi-Yau Manifolds and SU(3) Structure
Strings and Geometry, Tegernsee, Germany
Machine learning in string theory
String Challenges in Particle Physics and Cosmology, Bonn, Germany
Calabi-Yau Manifolds and SU(3) Structure
String Phenomenology 2018, Warsaw, Poland
Reinforcement learning in string theory
HKUST Particle Theory Seminar, Hong Kong, Hong Kong
Reinforcement learning in the string landscape
Machine Learning in Geometry and Physics, Sanya, China
Reinforcement learning in the string landscape
Mainz Theory Colloquium, Mainz, Germany
Exploring string theory solutions with machine learning
String_Data, Munich, Germany
Data creation with Generative Adversarial Networks
LMU String Seminar, Munich, Germany
Branes with Brains - Reinforcement learning in the landscape of intersecting brane worlds
Physics and Geometry of F-Theory, Madrid, Spain
NS5-branes and line bundles in Heterotic/M-/F-theory duality
2017
String_Data, Boston, USA
Branes with Brains - Reinforcement learning in the landscape of intersecting brane worlds
Dalitz Seminar in Fundamental Physics, Oxford, UK
Applications of machine learning in string phenomenology
Bonn Theory Seminar, Bonn, Germany
Machine learning in the string landscape
CERN String Theory Seminar, Geneva, Switzerland
Machine learning in the string landscape
String Phenomenology 2017, Blacksburg, VA, USA
Neural Networks, Genetic Algorithms and the String Landscape
Hamburg String Seminar, Hamburg, Germany
Pfaffians and instantons in Complete Intersection Calabi-Yau manifolds
Utrecht String Seminar, Utrecht, Netherlands
Pfaffians and instantons in Complete Intersection Calabi-Yau manifolds
Heidelberg String Seminar, Heidelberg, Germany
String Theory and the dark glueball problem
Oxford String Seminar, Oxford, UK
Dualities of deformed N=2 SCFTs from torus knots and links
New Ideas in String Phenomenology, Hamburg, Germany
One-loop Pfaffians and large field inflation
LMU String Seminar, Munich, Germany
Dualities of deformed N=2 SCFTs from torus knots and links
2016
Liverpool Theory Seminar, Liverpool, UK
Hidden sectors and the dark glueball problem
8th Bethe Center Workshop, Bad Honnef, Germany
de Sitter vacua and SUSY breaking in higher-dimensional flux compactifications
DESY Theory Seminar, Hamburg, Germany
de Sitter vacua from 6d flux compactifications
String Phenomenology 2016, Ioannina, Greece
Codimension 2 singularities and torus knots in F-Theory
Northeastern University Theory Seminar, Boston, USA
Heterotic Model building on Complete Intersection Calabi-Yaus
2015
String Phenomenology 2015, Madrid, Spain
Natural inflation and moduli stabilization in heterotic orbifolds
Center for Mathematical Physics, University of Hamburg, Germany
Topological Theories and Gromov-Witten invariants
SFB Block Meeting, Hamburg, Germany
Natural inflation and moduli stabilization in heterotic orbifolds
Particle Physics & Cosmology of SUSY and String Theory 2015, Hamburg, Germany
Natural inflation and moduli stabilization in heterotic orbifolds
Physics and Geometry of F-theory 2015, MPI Munich, Germany
F-Theory duals of heterotic K3 orbifolds
XXVII Workshop Beyond the SM, Bad Honnef, Germany
Natural inflation and moduli stabilization in heterotic orbifolds
2014
DESY Theory Seminar, Hamburg, Germany
Heterotic MSSM string models
String Phenomenology 2014, ICTP Trieste, Italy
F-Theory duals of heterotic K3 orbifolds
Particle Physics & Cosmology of SUSY and String Theory 2014, New York, NY, USA
F-Theory duals of heterotic K3 orbifolds
University of Liverpool Theory Seminar, Liverpool, UK
MSSM-like models from String Theory
University of Liverpool String Seminar, Liverpool, UK
F-Theory duals of heterotic K3 orbifolds
6th Bethe Center Workshop, Bonn, Germany
GLSMs and Torus Partition Functions
XXVI Workshop Beyond the SM, Bad Honnef, Germany
F-Theory duals of heterotic K3 orbifolds
2013
DESY Seminar, Hamburg, Germany
Constraints on F-term inflation
String Phenomenology 2013, Hamburg, Germany
Heterotic String Compactification with Gauged Linear Sigma Models
DESY String Seminar, Hamburg, Germany
Exploring the web of heterotic string theories
LMU String Seminar, Munich, Germany
Heterotic String Compactification with Gauged Linear Sigma Models
2012
Northeastern University Theory Seminar, Boston, MA, USA
Anomalies and Discrete Symmetries in Heterotic String Constructions
String Phenomenology 2012, Cambridge, UK
GLSM Description of Heterotic Compactification Spaces
XXIV Workshop Beyond the SM, Bad Honnef, Germany
GLSM Description of Heterotic Compactification Spaces
2011
Inaugural Bethe Forum, University of Bonn, Germany
Matching of Heterotic Orbifold and Blowup Theories via Anomalies
SUSY 2011, Fermilab, IL, USA
Green--Schwarz Mechanism in Heterotic (2,0) GLSMs
String Phenomenology 2011, Madison, WI, USA
Green--Schwarz Mechanism in Heterotic (2,0) GLSMs
2010
2nd Bethe Center Workshop, Bad Honnef, Germany
String Geometries for Heterotic MSSM models
