activity
20222026
most citedMachine Learned Calabi-Yau Metrics and Curvature

13 citations · 21 across the 8 of their papers we have counts for

collaborators

9 papers

math.CO2026

New Records for the Hadamard Maximal Determinant Problem

Giorgi Butbaia, Pragatheeswaran Vipulanandan, Justin Tan +6

The Hadamard maximal determinant problem seeks an matrix with entries in , which maximizes the determinant for a given order $n \in…

cs.DM2026

New Snake-in-the-Box Records via Snakepit Surgery and Learned Construction

Paul Orland, Lucas Fagan, Michele Tarquini +7

The snake-in-the-box problem asks for a longest induced path in the hypercube graph . We find a length-191 snake in dimension , the lowest dimension where the maximum is…

quant-ph2026

Open Quantum Systems Driven by Chirped Pulses: Quantized versus Semiclassical Fields and the Validity of the Rotating-Wave Approximation

Justin Zhengjie Tan, Frank Großmann, Yiying Yan +2

Population transfer via chirped rapid adiabatic passage is studied using open quantum and semiclassical models, with and without the rotating-wave approximation. A time-dependent v…

hep-th2025

Hermitian Yang--Mills connections on general vector bundles: geometry and physical Yukawa couplings

Challenger Mishra, Justin Tan

We compute solutions to the Hermitian Yang-Mills equations on holomorphic vector bundles via an alternating optimisation procedure founded on geometric machine learning. The pr…

quant-ph2025

Quantum phase transition of sub-Ohmic spin-boson models: An approach by the multiple Davydov D2 Ansatz

Justin Tan, Nengji Zhou, Yang Zhao

The ground state properties and quantum phase transitions of sub-Ohmic spin-boson models are investigated using the multiple Davydov D2 Ansatz in conjunction with the variational p…

hep-th2024★ 1 cited

cymyc -- Calabi-Yau Metrics, Yukawas, and Curvature

Per Berglund, Giorgi Butbaia, Tristan Hübsch +4

We introduce \texttt{cymyc}, a high-performance Python library for numerical investigation of the geometry of a large class of string compactification manifolds and their associate…

hep-th2024

Precision String Phenomenology

Per Berglund, Giorgi Butbaia, Tristan Hübsch +4

Calabi--Yau compactifications of the heterotic string provide a promising route to recovering the four-dimensional particle physics described by the Standard Model.…

hep-th2024★ 7 cited

Physical Yukawa Couplings in Heterotic String Compactifications

Giorgi Butbaia, Damián Mayorga Peña, Justin Tan +4

One of the challenges of heterotic compactification on a Calabi-Yau threefold is to determine the physical Yukawa couplings of the resulting four-dimensional $\ma…

hep-th2022★ 13 cited

Machine Learned Calabi-Yau Metrics and Curvature

Per Berglund, Giorgi Butbaia, Tristan Hübsch +4

Finding Ricci-flat (Calabi-Yau) metrics is a long standing problem in geometry with deep implications for string theory and phenomenology. A new attack on this problem uses neural…