21 citations · 72 across the 9 of their papers we have counts for
9 papers
PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers on Overleaf
Jiarui Liu, Terry Jingchen Zhang, Ryan Faulkner +17
Expert writing feedback from experienced researchers is critical for early-career scholars to improve their manuscripts, yet high-quality feedback often remains scarce because revi…
Deep Learning based discovery of Integrable Systems
Shailesh Lal, Suvajit Majumder, Evgeny Sobko
We introduce a novel machine learning based framework for discovering integrable models. Our approach first employs a synchronized ensemble of neural networks to find high-precisio…
SL(2, ) quartic vertex for closed string field theory
Harold Erbin, Suvajit Majumder
We construct the quartic vertex with a generic stub parameter for the bosonic closed string field theory by characterizing the vertex region in the modu…
The R-mAtrIx Net
Shailesh Lal, Suvajit Majumder, Evgeny Sobko
We provide a novel Neural Network architecture that can: i) output R-matrix for a given quantum integrable spin chain, ii) search for an integrable Hamiltonian and the correspondin…
Polytopes and Machine Learning
Jiakang Bao, Yang-Hui He, Edward Hirst +3
We introduce machine learning methodology to the study of lattice polytopes. With supervised learning techniques, we predict standard properties such as volume, dual volume, reflex…
Protected states in $\mbox{AdS}_3$ backgrounds from integrability
Suvajit Majumder, Olof Ohlsson Sax, Bogdan Stefański +1
We write down the Algebraic Bethe Ansatz for string theory on $\mbox{AdS}_3\times\mbox{S}^3\times\mbox{T}^4$ and $\mbox{AdS}_3\times\mbox{S}^3\times\mbox{K3}$ in its orbifold limit…
Hilbert Series, Machine Learning, and Applications to Physics
Jiakang Bao, Yang-Hui He, Edward Hirst +3
We describe how simple machine learning methods successfully predict geometric properties from Hilbert series (HS). Regressors predict embedding weights in projective space to ${\s…
Machine Learning Lie Structures & Applications to Physics
Heng-Yu Chen, Yang-Hui He, Shailesh Lal +1
Classical and exceptional Lie algebras and their representations are among the most important tools in the analysis of symmetry in physical systems. In this letter we show how the…
On Mirror Maps for Manifolds of Exceptional Holonomy
Andreas P. Braun, Suvajit Majumder, Alexander Otto
We study mirror symmetry of type II strings on manifolds with the exceptional holonomy groups and Spin(7). Our central result is a construction of mirrors of Spin(7) manifold…