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...

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...

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...

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...