Physics-informed Bayesian optimization of expensive-to-evaluate black-box functions - just accepted in @ioppublishing.bsky.social MACHINE LEARNING SCIENCE AND TECHNOLOGY dx.doi.org/10.1088/2632... @jcmwave.bsky.social, @zuseinstitute.bsky.social @mathplusberlin.bsky.social @fc-modal.bsky.social‬

Lin Zschiedrich will present an Invited Talk at the 25th Conference on Numerical Simulation of Optoelectronic Devices (NUSOD2025) in Lodz, Poland, 18 Sept 2025: "Efficient Photonic Component Analysis via AAA Rational Approximation" www.nusod.net

#JCMsuite V6.6.1, new release of our FEM solver is online. Upgrade to the newest version or download a demo license from: installation.jcmwave.com #FiniteElementMethod #Photonics #MachineLearning #Optimization

Physics Informed Bayesian Optimization For Efficient Solution Of Inverse Problems In Nanophotonics! Inv Talk at 15th International Conference on Metamaterials, Photonic Crystals and Plasmonics, META 2025, Session 2A10. #MachineLearning #Optimization #JCMsuite @zuseinstitute.bsky.social

Martin Hammerschmidt at META 2025, Spain. 15th International Conference on Metamaterials, Photonic Crystals and Plasmonics. Inv Talk "Extracting Resonances In Nanophotonic Systems From Light Scattering Simulations", Session 2A12, #photonics #AAARationalApproximation #numerics #JCMsuite.

Solar TAP Online Workshop on Digital Twins for Emerging #Photovoltaics, 30.06.-01.07.2025: solartap.de/events/ features a session on Optical Simulations with #JCMsuite by #JCMwave #SolarTAP @fc-modal.bsky.social‬ @kit.edu‬ @crockstuhl.bsky.social

@spie.org‬ Digital Optical Technologies 2025 #LaserMunich: Visit Talk by Ivan Sekulic on Physics informed Bayesian optimization for inverse design of diffractive optical elements! @jcmwave.bsky.social @zuseinstitute.bsky.social @fc-modal.bsky.social‬ #NumericalOptimization #Photonics

@spie.org‬ Modeling Aspects in Optical Metrology X: Visit Invited talk given by M Hammerschmidt CEO of @jcmwave.bsky.social: #MachineLearning for efficient Bayesian parameter reconstruction in optical nanometrology, 23 June 2025 #LaserMunich @zuseinstitute.bsky.social #PTB spie.org/EOM25/confer...

#JCMsuite V6.6.0, new release of our FEM solver is online. Upgrade to the newest version or download a demo license from: installation.jcmwave.com #FiniteElementMethod #Photonics #MachineLearning #Optimization

Phill Manley presents "Advanced Optimization Techniques Applied to a Light Source Model for Combined Quantum and Classical Communication" at the 26th European Conference on Integrated Optics in Cardiff, 10-12 June 2025 www.ecio-conference.org @jcmwave.bsky.social #photonics #optimization #numerics

This is a thread for highlighting recent scientific publications which use #JCMsuite software in their research. #FiniteElementMethod #Optimization #photonics #numerics

This is a thread for upcoming JCM presentations at conferences, workshops, trainings, and other events.

#AMPD2025 17th Annual Meeting Photonic Devices at @zuseinstitute.bsky.social sponsored by JCMwave & @mathplusberlin.bsky.social @cnoatzib.bsky.social www.zib.de/workshop-pho...

Scalable quantum circuits based on microlaser-pumped quantum emitters - #SQUALE: collaborative project on nanophotonic platforms for generating flying Qbits for #photonic #quantum #computers. jcmwave.com/company/proj...

Demystify Machine Learning: Philipp-Immanuel Schneider, CEO @JCMwave, and Carlos Natalino of Chalmers University in @optica.bsky.social's #Demystifying Series! Hands on #MachineLearning to problems in #Photonics. Sun 13 July 2025 #OpticaPhotonics25 Congress, Marseille www.optica.org/events/congr...

Happy to share our preprint on AAA rational approximation for photonic fibers doi.org/10.48550/arX...! We show how to compute only the fundamental modes within a dense spectrum of nonrelevant modes. Many thanks to my colleagues @cnoatzib.bsky.social, @zuseinstitute.bsky.social, @jcmwave.bsky.social!

Easy sharing of T-matrices for optical scattering by using a standard data format: Joint effort of 25 groups active in the field, headed by @crockstuhl.bsky.social - Published in J. Quant. Spectrosc. Radiat. Transf.: dx.doi.org/10.1016/j.jq...

Source code for computation of specific modes in dense spectra, example: #HCPCF fundamental modes, dx.doi.org/10.5281/zeno... corresponding #arXiv preprint @felixbinkowski.bsky.social: dx.doi.org/10.48550/arX... #photonics #numerics #AAARationalApproximation @jcmwave.bsky.social #FAIRdata #zenodo

Impact of Nanotextures on Performance of All-#Perovskite #Tandem #SolarCells. #Photovoltaics #SolarEnergy collaboration with @solartube.bsky.social #HelmholtzZentrumBerlin, #FiniteElementMethod @jcmwave.bsky.social @zuseinstitute.bsky.social, doi.org/10.1002/adts...

Optical Simulations of Nanotextured All‐Perovskite Tandem Solar Cells

Nanotextures improve the optical performance of all-perovskite tandem solar cells. Front textures reduce reflective losses. “Pronounced” textures (750 nm period and 405 nm height) in-between wide-ban...

doi.org

Optimizing a Coupled Micropillar-Waveguide System for Integrated Quantum Photonic Circuits. #QuantumTechnology collab. with Reitzenstein group #TUBerlin & @jcmwave.bsky.social, @zuseinstitute.bsky.social, #FiniteElementMethod, published in Advanced #Quantum Technologies doi.org/10.1002/qute...

Numerical Investigation of a Coupled Micropillar ‐ Waveguide System for Integrated Quantum Photonic Circuits

In this work, the conceptual device of a whispering gallery mode micropillar coupled to a ridge waveguide is presented for the subsequent realization of the on-demand and on-chip resonant excitation ...

doi.org

Computing #photonic #resonances using Tmatrix multi-scattering &#AAARationalApproximation. Collaboration with JDFischbach @crockstuhl.bsky.social, @felixbinkowski.bsky.social @zuseinstitute.bsky.social, #IBMresearch, @jcmwave.bsky.social, Paper in Adv Theory Simul doi.org/10.1002/adts...

A Framework to Compute Resonances Arising from Multiple Scattering

Photonic resonances frequently arise from the interaction among multiple scatterers. It is shown how prior knowledge of such constituents can be used to compute resonances in nanophotonic systems eff....

doi.org

Design of wavefront-shaping devices with Poles and Zeros: Collaborative work with groups of Patrice Genevet, Shanhui Fan, Andrea Alù, published in Optica @optica.bsky.social! doi.org/10.1364/OPTI... @zuseinstitute.bsky.social @jcmwave.bsky.social @cuny.bsky.social @coschoolofmines.bsky.social

Direct computation of Poles and Zeros of response functions in non-Hermitian systems, based on contour integration: doi.org/10.1103/Phys... #photonics #numerics #RieszProjection, collab with Pat Genevet @coschoolofmines.bsky.social, @jcmwave.bsky.social, @felixbinkowski.bsky.social

#JCMsuite V6.4.8, new release of our FEM solver is online. Upgrade to the newest version or download a demo license from: installation.jcmwave.com

Optimizing Color Appearance of Perovskite Solar Cells! Congrats @jonasschaible.bsky.social! Collaboration with HZB, @fraunhoferise.bsky.social, @jcmwave.bsky.social, @zuseinstitute.bsky.social published in Solar RRL! #BayesianOptimization #MachineLearning @www.helmholtz.de doi.org/10.1002/solr...

Bayesian optimization for state engineering of quantum gases: Results from collaboration with the group of Naceur Gaaloul at Leibniz University Hannover and with JCMwave published in IOP Quantum Science and Technology: dx.doi.org/10.1088/2058...

Chiral far field emission from a point source coupled to a plasmonic helix: Collaborative work with K. Höflich, T. Feichtner, #JCMwave, et al., published in Appl. Phys. Lett. @aip.bsky.social @zuseinstitute.bsky.social #photonics #numerics doi.org/10.1063/5.02...