A variability-aware simulation and design workflow for wafer-scale, heterogeneously integrated lithium niobate modulators

We present a variability-aware simulation framework for heterogeneously integrated lithium niobate traveling-wave modulators. The framework incorporates fabrication-variation data obtained from the TRANSVERSE pilot line at Ghent University-imec and enables efficient optimization of geometric parameters to ensure stable device performance across wafer-scale manufacturing. The proposed multi-parameter optimization method enables the efficient identification of modulator designs that simultaneously achieve target performance metrics (Vπ, optical insertion loss, and 3 dB electro-optic bandwidth) while maintaining robustness against fabrication-induced variations. Using this methodology on two representative modulator architectures, we theoretically demonstrate that reliable wafer-scale integration of lithium niobate modulators on silicon photonics via micro-transfer printing is feasible and can be systematically engineered.

Authors

Institutions

Publication Details

Journal
APL Engineering Physics
Published
2026-11-06
DOI
https://doi.org/10.1063/5.0345989
Citations
1
Primary Topic
Photorefractive and Nonlinear Optics
Type
article
Field-Weighted Citation Impact
1.31

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

A variability-aware simulation and design workflow for wafer-scale, heterogeneously integrated lithium niobate modulators

Sandeep Seema Saseendran, Peter De Heyn, Athina Papadopoulou, Simone Atzeni et al.
1 citations
APL Engineering Physics
Photorefractive and Nonlinear Optics
1.31
article

A variability-aware simulation and design workflow for wafer-scale, heterogeneously integrated lithium niobate modulators

Sandeep Seema Saseendran, Peter De Heyn, Athina Papadopoulou, Simone Atzeni, Tom Vanackere, Laurens Bogaert, Sarah Uvin, Bart Kuyken, Arno Moerman, Ewoud Vissers, Margot Niels, Patrick Nenezic, Maximilien Billet, Xiujun Zheng
article en
1 citations

Abstract

We present a variability-aware simulation framework for heterogeneously integrated lithium niobate traveling-wave modulators. The framework incorporates fabrication-variation data obtained from the TRANSVERSE pilot line at Ghent University-imec and enables efficient optimization of geometric parameters to ensure stable device performance across wafer-scale manufacturing. The proposed multi-parameter optimization method enables the efficient identification of modulator designs that simultaneously achieve target performance metrics (Vπ, optical insertion loss, and 3 dB electro-optic bandwidth) while maintaining robustness against fabrication-induced variations. Using this methodology on two representative modulator architectures, we theoretically demonstrate that reliable wafer-scale integration of lithium niobate modulators on silicon photonics via micro-transfer printing is feasible and can be systematically engineered.

APL Engineering PhysicsVol. 2(2)
Ghent University (BE), IMEC (BE)
Fonds De La Recherche Scientifique - FNRS, Fonds Wetenschappelijk Onderzoek
Industry, innovation and infrastructure
Openalex Percentile: Top 18%
Photorefractive and Nonlinear Optics
1.31
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon