Publications and PatentsPatents:
P3. Reinforcement Learning for Sensor Application (submitted) P2. Scoring function for Reinforcement Learning in an industry application, (submitted) with B. Jiang P1. Verfahren zum Vorhersagen des Verhaltens eines Umgebungsobjektes und Fahrerassistenzsystems, (2019) Dt. Patent DE10 2018 128 398 B3, with K. Krumbiegel and J. Graciano, https://patents.google.com/patent/DE102018128398B3/de?oq=DE102018128398B3 Publications: 24. Enabling Reinforcement Learning in Laser Beam Welding processes through Supervised Learning, (to appear in IEEE ICMLA Conference Series) (2020), together with M. Schmitz, A. Ruhri and B. Jiang 23. Self-aware LiDAR sensors in autonomous systems using a convolutional neural network, (to appear) elsevier, procedia manufacturing (2020), with J. Qu, D. Barton, P. Goennheimer, D. Kufer, J. Fleischer 22. Artificial intelligence for automated driving – quo vadis?, in: Bertram T. (eds) Automatisiertes Fahren 2019. Proceedings. Springer Vieweg, Wiesbaden (2019) https://doi.org/10.1007/978-3-658-27990-5_11, with A. Jungmann, C. Lang, R. Kallweit, M. Taubenreuther and M. Butenuth 21. Beyond superfluidity in non-equilibrium Bose-Einstein condensates, New journal of Physics (2017), arXiv:1611.03430 2016. 20. Gaussian impurity moving through a Bose-Einstein superfluid, Physica B (2017) , http://www.sciencedirect.com/science/article/pii/S0921452617303320, arXiv:1610.04125, 2016 19. Effects of the non-parabolic kinetic energy on non-equilibrium polariton condensates, Nature Scientific Reports, 7: 1891 (2017), http://www.nature.com/articles/s41598-017-01113-8, arXiv:1606.02130, 2017 with R. Xinran, and T.J. Alexander 18. Tunable magnetic alignment between trapped exciton-polariton condensates, Phys. Rev. Lett. 116, 106403, with H. Ohadi, Y. del Valle-Inclan Redondo, A. Dreismann, Y. G. Rubo, F. Pinsker, S. I. Tsintzos, Z. Hatzopoulos, P. G. Savvidis, and J. J. Baumberg, 2016 17. Multiple scattering induced negative refraction of matter waves, Nature Scientific Reports 6, Article number: 20751; http://www.nature.com/articles/srep20751, 2016 16. Fractional quantum mechanics in polariton condensates with velocity dependent mass, Phys. Rev. B 92, 195310, with W. Bao, Y. Zhang, H. Ohadi, A. Dreismann, and J. J. Baumberg, 2015 15. Bright solitons in attractive non-equilibrium condensates, to appear in Proc. R. Soc. A, arXiv:1502.03014 with H. Flayac, 2015 14. Approximate solutions for half-dark solitons in spinor non-equilibrium Polariton condensates, Annals of Physics, 362, 726-738, http://www.sciencedirect.com/science/article/pii/S0003491615003437, arXiv:1501.01951, 2015 13. Nonlinear Eigenmodes of a non-equilibrium Harmonic Oscillator, Proc. R. Soc. A vol. 471 Issue no. 2180 p, with T Alexander, 2015 12. Spontaneous spin bifurcations and ferromagnetic phase transitions in a spinor exciton-polariton condensate, Phys. Rev. X 5, 031002, with H. Ohadi, A Dreismann, Y G Rubo, Y del Valle-Inclan Redondo, S I Tsintzos, Z Hatzopoulos, PG Savvidis and JJ Baumberg, 2015 11. Pattern formation in non-equilibrium spinor polariton condensates, Journal of Physics: Conference Series, Volume 633, conference 1, 2015 10. Counter-rotating polariton condensates in optically defined annular potentials, Proceedings of the National Academy of Sciences, USA, 111, 24, 8770-8775, doi: 10.1073/pnas.1401988111, with A Dreismann, P Cristofolini, R Balili, G Christmann, NG Berloff, Z Hatzopoulos, PG Savvidis, JJ Baumberg; Research highlight, Department of Materials Science and Technology, University of Crete, https://www.materials.uoc.gr/en/research/publications/allhighlights.html 2015 9. Transitions and excitations in a superfluid stream passing small impurities. Phys. Rev. A 89 (5), 11, with NG Berloff, 2014 8. On-demand dark soliton train manipulation in a spinor polariton condensate, Phys. Rev. Lett. 112 (14), 140405, with H Flayac, 2014 7. Optical computing with soliton trains in Bose-Einstein condensates, Int. J. Mod. Phys. C DOI: 10.1142/S0129183115500825 (2014); arXiv:1305.4088, 2014 6. Nonlinear quantum piston for the controlled generation of vortex rings and soliton trains, Physical Review A 87 (5), 053624, with NG Berloff and VM P\`erez-Garc\`ia, 2013 5. Giant vortex phase transition in rapidly rotating trapped Bose-Einstein condensates, The European Physical Journal Special Topics 217 (1), 183-188, with M Correggi, N Rougerie and J Yngvason, 2013 4. Vortex Phases of Rotating Superfluids, Journal of Physics: Conference Series 414 (1), 012034, with M Correggi, N Rougerie and J Yngvason, 2013 3. Critical rotational speeds for superfluids in homogeneous traps, Journal of Mathematical Physics 53, 095203, with M Correggi, N Rougerie and J Yngvason, 2012 2. Rotating superfluids in anharmonic traps: From vortex lattices to giant vortices, Physical Review A 84 (5), 053614, with M Correggi, N Rougerie and J Yngvason, 2011 1. Critical rotational speeds in the Gross-Pitaevskii theory on a disc with Dirichlet boundary conditions, Journal of Statistical Physics 143 (2), 261-305, with M Correggi, N Rougerie and J Yngvason, 2011 |