Cover Image

SpectraFormer: an Attention-Based Raman Unmixing Tool for Accessing the Graphene Buffer-Layer Signature on SiC

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Poteryayev, Dmitriy, Novelli, Pietro, Coriolano, Annalisa, Dettori, Riccardo, Tozzini, Valentina, Beltram, Fabio, Pontil, Massimiliano, Rossi, Antonio, Forti, Stiven, Coletti, Camilla
Format:	Preprint
Published:	2026
Subjects:	Materials Science Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Adaptive AI-Driven Material Synthesis: Towards Autonomous 2D Materials Growth
by: Sabattini, Leonardo, et al.
Published: (2024)

Intercalated structures formed by platinum on epitaxial graphene on SiC(0001)
by: Ferbel, Letizia, et al.
Published: (2025)

Novel structures of Gallenene intercalated in epitaxial Graphene
by: Pompei, Emanuele, et al.
Published: (2025)

Rapid Synthesis of Uniformly Small Nickel Nanoparticles for the Surface Functionalization of Epitaxial Graphene
by: Ylea Vlamidis, et al.
Published: (2024)

Nickel intercalation in epitaxial graphene on SiC(0001): a novel platform for engineering two-dimensional heterostructures
by: Vlamidis, Ylea, et al.
Published: (2026)

A randomized algorithm to solve reduced rank operator regression
by: Turri, Giacomo, et al.
Published: (2023)

Operator World Models for Reinforcement Learning
by: Novelli, Pietro, et al.
Published: (2024)

Rapid synthesis of uniformly small nickel nanoparticles for the surface functionalization of epitaxial graphene
by: Vlamidis, Ylea, et al.
Published: (2024)

Influence of excitation energy on microscopic quantum pathways for ultrafast charge transfer in van der Waals heterostructures
by: Hofmann, Niklas, et al.
Published: (2025)

Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
by: Falk, John, et al.
Published: (2023)

Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems
by: Turri, Giacomo, et al.
Published: (2025)

Learning invariant representations of time-homogeneous stochastic dynamical systems
by: Kostic, Vladimir R., et al.
Published: (2023)

Phason-driven temperature-dependent transport in moiré graphene
by: Boschi, Alex, et al.
Published: (2025)

Decoupled High‐Mobility Graphene on Cu(111)/Sapphire via Chemical Vapor Deposition
by: Zewdu M. Gebeyehu, et al.
Published: (2024)

Influence of twist angle on ultrafast charge separation in WS2-graphene heterostructures
by: Hofmann, Niklas, et al.
Published: (2026)

Built-in Bernal gap in large-angle-twisted monolayer-bilayer graphene
by: Boschi, Alex, et al.
Published: (2024)

Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups
by: Kostic, Vladimir R., et al.
Published: (2024)

Neural Conditional Probability for Uncertainty Quantification
by: Kostic, Vladimir R., et al.
Published: (2024)

Influence of doping on non-equilibrium carrier dynamics in graphene
by: Weigl, Leonard, et al.
Published: (2025)

A Brain-Inspired Deep Separation Network for Single Channel Raman Spectra Unmixing
by: Long, Gaoruishu, et al.
Published: (2026)

Antiferromagnetic Chains in a Monolayer of Molecular Qubits Assembled on Graphene
by: Fabio Santanni, et al.
Published: (2026)

Fast and Fourier Features for Transfer Learning of Interatomic Potentials
by: Novelli, Pietro, et al.
Published: (2025)

Dynamics Harmonic Analysis of Robotic Systems: Application in Data-Driven Koopman Modelling
by: Ordoñez-Apraez, Daniel, et al.
Published: (2023)

k-resolved ultrafast light-induced band renormalization in monolayer WS$_2$ on graphene
by: Hofmann, Niklas, et al.
Published: (2024)

Influence of sulphur vacancies on ultrafast charge separation in WS$_2$-graphene heterostructures
by: Gradl, Johannes, et al.
Published: (2026)

Platinum-Decorated Graphene: Experimental Insight into Growth Mechanisms and Hydrogen Adsorption Properties
by: Ferbel, Letizia, et al.
Published: (2023)

Observation of increasing bending rigidity of graphene with temperature
by: Tømterud, Martin, et al.
Published: (2022)

RamanNet Labeler: A PyQt5‐Based Raman Spectra Unmixing Tool via Physical Modeling for Generating Deep Learning Labels
by: Zilong Wang, et al.
Published: (2026)

AdaGrad-Diff: A New Version of the Adaptive Gradient Algorithm
by: Bojovic, Matia, et al.
Published: (2026)

Convergence Properties of Stochastic Hypergradients
by: Grazzi, Riccardo, et al.
Published: (2020)

Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates
by: Grazzi, Riccardo, et al.
Published: (2024)

Real-Space Plasmon Imaging Reveals Modified Electronic Structure of Gold at the Monolayer Limit
by: Bylinkin, Andrei, et al.
Published: (2026)

Hilvanando opuestos: lecturas identitarias a partir de la conformación de una comunidad mapuche en Lago Puelo, Provincia de Chubut
by: Alma Tozzini
Published: (2007)

Present Status and Perspectives of Graphene and Graphene‐related Materials in Cultural Heritage
by: Erica Galvagno, et al.
Published: (2024)

Toeplitz Based Spectral Methods for Data-driven Dynamical Systems
by: Kostic, Vladimir R., et al.
Published: (2026)

Investigating Anharmonicities in Polarization-Orientation Raman Spectra of Acene Crystals with Machine Learning
by: Lazzaroni, Paolo, et al.
Published: (2025)

kooplearn: A Scikit-Learn Compatible Library of Algorithms for Evolution Operator Learning
by: Turri, Giacomo, et al.
Published: (2025)

Present Status and Perspectives of Graphene and Graphene‐related Materials in Cultural Heritage (Adv. Funct. Mater. 13/2024)
by: Erica Galvagno, et al.
Published: (2024)

DUV Double‐Resonant Raman Spectra and Interference Effect in Graphene: First‐Principles Calculations
by: Ye Zhang, et al.
Published: (2025)

RamanSeg: Interpretability-driven Deep Learning on Raman Spectra for Cancer Diagnosis
by: Tomy, Chris, et al.
Published: (2026)