Wormhole fragmentation and the axion Weak Gravity Conjecture

New paper of Puxin Lin and Gary Shiu: https://arxiv.org/abs/2609.32063

Learning to Trace Seiberg Dualities

New paper with Jonathan Heckman, Shani Meynet, and Alessandro Mininno: https://arxiv.org/abs/2607.28628 Github repository: https://github.com/alexmininno/GNN-Pathfinders

Exploring Line Bundle Standard Models with Transformers

Our new paper appeared on the arXiv yesterday: https://arxiv.org/abs/2607.00078 where we developed an AI explorer to perform deep searches for string vacua with realistic particle physics spectra. The code and tools necessary to reproduce our findings are available at Github: https://github.com/alexmininno/LB-Explorer

AICY has gone live

AICY – an AI enabled Calabi-Yau repository has now gone live: https://aicy.physics.wisc.edu This is an effort to leverage AI to tackle the string theory landscape at scale.

Puxin Lin presenting a short talk at the Quantum Black Holes Workshop

Puxin Lin is presenting a short talk on “Thermodynamics of de Sitter black holes from an observer perspective” at the Leinweber Institute for Theoretical Physics at the University of Michigan: https://indico.global/event/16359/contributions/145405/ based on recent work: https://inspirehep.net/literature/3080454

Congratulations to Puxin Lin for successfully passing the Prelim (PhD candidacy) Exam

Congratulations to Puxin Lin for successfully passing the Prelim (PhD Candidacy) Exam!

Jacky Yip to present at the Joint Mathematics Meetings 2026 in Washington DC

Jacky Yip will present an invited talk at the Joint Mathematics Meetings 2026 in Washington DC: https://meetings.ams.org/math/jmm2026/meetingapp.cgi/Paper/53519 based on recent work: https://inspirehep.net/literature/2942944  

Primordial non-Gaussianity — Fast simulations and persistent summary statistics

Check out our new paper: https://arxiv.org/abs/2512.09852 where we introduced the PNG-pmwd Suite —  a collection of 22,410 halo catalogs developed to support data-driven analyses of large-scale structure formation and the impact of primordial non-Gaussianity (PNG). Topological data analysis together with machine learning can unlock new ways to squeeze out early Universe signals beyond traditional n-point …

Expanding the Weak Gravity Conjecture in AdS Space

New paper with Puxin Lin and Alessandro Mininno: https://arxiv.org/abs/2511.21809

Swampland Seminar: “Searching for String-theoretic Dark Energy”

Gary Shiu and Flavio Tonioni talked about “Searching for string-theoretic dark energy” at the Swampland Seminar Series on October 21, 2025: https://sites.google.com/view/swamplandseminars/list-of-seminars