Publications of C. G. Albert

Albert, C. G.; Callies, U.; Toussaint, U. v.: A Bayesian Approach to the Estimation of Parameters and Their Interdependencies in Environmental Modeling. Entropy 24 (2), 231 (2022)

Albert, C. G.; Lainer, P.; Biro, O.: 2D Fourier finite element formulation for magnetostatics in curvilinear coordinates with a symmetry direction. Computer Physics Communications 277, 108401 (2022)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 31, 053121 (2021)

Albert, C. G.; Kasilov, S. V.; Kernbichler, W.: Symplectic integration with non-canonical quadrature for guiding-center orbits in magnetic confinement devices. Journal of Computational Physics 403, 109065 (2020)

Albert, C.; Kasilov, S. V.; Kernbichler, W.: Accelerated methods for direct computation of fusion alpha particle losses within stellarator optimization. Journal of Plasma Physics 86 (2), 815860201 (2020)

Albert, C. G.; Rath, K.: Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. Entropy 22 (2), 152 (2020)

Eder, M.; Albert, C. G.; Bauer, L. M. P.; Kasilov, S. V.; Kernbichler, W.: Quasi-geometric integration of guiding-center orbits in piecewise linear toroidal fields. Physics of Plasmas 27, 122508 (2020)

Albert, C.: Gaussian Processes for Data Fulfilling Linear Differential Equations. Proceedings 33 (1), 5 (2019)

Meyer, H.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society; Aguiam, D.; Angioni, C.; Albert, C. G.; Arden, N.; Arredondo Parra, R.; Asunta, O.; Baar, M. d.; Balden, M. et al.; Bandaru, V.; Behler, K.; Bergmann, A.; Bernardo, J.; Bernert, M.; Biancalani, A.; Bilato, R.; Birkenmeier, G.; Blanken, T. C.; Bobkov, V.; Bock, A.; Bolzonella, T.; Bortolon, A.; Böswirth, B.; Bottereau, C.; Bottino, A.; Brand, H. v. d.; Brezinsek, S.; Brida, D.; Brochard, F.; Bruhn, C.; Buchanan, J.; Buhler, A.; Burckhart, A.; Camenen, Y.; Carlton, D.; Carr, M.; Carralero, D.; Castaldo, C.; Cavedon, M.; Cazzaniga, C.; Ceccuzzi, S.; Challis, C.; Chankin, A.; Chapman, S.; Cianfarani, C.; Clairet, F.; Coda, S.; Coelho, R.; Coenen, J. W.; Colas, L.; Conway, G. D.; Costea, S.; Coster, D. P.; Cote, T. B.; Creely, A.; Croci, G.; Cseh, G.; Czarnecka, A.; Cziegler, I.; D'Arcangelo, O.; David, P.; Day, C.; Delogu, R.; Marne, P. d.; Denk, S. S.; Denner, P.; Dibon, M.; Di Siena, A.; Douai, D.; Drenik, A.; Drube, R.; Dunne, M.; Duval, B. P.; Dux, R.; Eich, T.; Elgeti, S.; Engelhardt, K.; Erdös, B.; Erofeev, I.; Esposito, B.; Fable, E.; Faitsch, M.; Fantz, U.; Faugel, H.; Faust, I.; Felici, F.; Ferreira, J.; Fietz, S.; Figuereido, A.; Fischer, R.; Ford, O.; Frassinetti, L.; Freethy, S.; Fröschle, M.; Fuchert, G.; Fuchs, J. C.; Fünfgelder, H.; Galazka, K.; Galdon-Quiroga, J.; Gallo, A.; Gao, Y.; Garavaglia, S.; Garcia-Carrasco, A.; Garcia-Munoz, M.; Geiger, B.; Giannone, L.; Gil, L.; Giovannozzi, E.; Gleason-Gonzalez, C.; Glöggler, S.; Gobbin, M.; Görler, T.; Gomez Ortiz, I.; Gonzalez Martin, J.; Goodman, T.; Gorini, G.; Gradic, D.; Gräter, A.; Granucci, G.; Greuner, H.; Griener, M.; Groth, M.; Gude, A.; Günter, S.; Guimarais, L.; Haas, G.; Hakola, A. H.; Ham, C.; Happel, T.; Harder, N. d.; Harrer, G. F.; Harrison, J.; Hauer, V.; Hayward-Schneider, T.; Hegna, C. C.; Heinemann, B.; Heinzel, S.; Hellsten, T.; Henderson, S.; Hennequin, P.; Herrmann, A.; Heyn, M. F.; Heyn, E.; Hitzler, F.; Hobirk, J.; Höfler, K.; Hölzl, M.; Höschen, T.; Holm, J. H.; Hopf, C.; Hornsby, W. A.; Horvath, L.; Houben, A.; Huber, A.; Igochine, V.; Ilkei, T.; Ivanova-Stanik, I.; Jacob, W.; Jacobsen, A. S.; Janky, F.; Jansen van Vuuren, A.; Jardin, A.; Jaulmes, F.; Jenko, F.; Jensen, T.; Joffrin, E.; Käsemann, C.-P.; Kallenbach, A.; Kalvin, S.; Kantor, M.; Kappatou, A.; Kardaun, O.; Karhunen, J.; Kasilov, S.; Kazakov, Y.; Kernbichler, W.; Kirk, A.; Hansen, S. K.; Klevarova, V.; Kocsis, G.; Köhn, A.; Koubiti, M.; Krieger, K.; Krivska, A.; Krämer-Flecken, A.; Kudlacek, O.; Kurki-Suonio, T.; Kurzan, B.; Labit, B.; Lackner, K.; Laggner, F.; Lang, P. T.; Lauber, P.; Lebschy, A.; Leuthold, N.; Li, M.; Linder, O.; Lipschultz, B.; Liu, F.; Liu, Y.; Lohs, A.; Lu, Z.; Luda di Cortemiglia, T.; Luhmann, N. C.; Lunsford, R.; Lunt, T.; Lyssoivan, A.; Maceina, T.; Madsen, J.; Maggiora, R.; Maier, H.; Maj, O.; Mailloux, J.; Maingi, R.; Maljaars, E.; Manas, P.; Mancini, A.; Manhard, A.; Manso, M.-E.; Mantica, P.; Mantsinen, M.; Manz, P.; Maraschek, M.; Martens, C.; Martin, P.; Marrelli, L.; Martitsch, A.; Mayer, M.; Mazon, D.; McCarthy, P. J.; McDermott, R.; Meister, H.; Medvedeva, A.; Merkel, R.; Merle, A.; Mertens, V.; Meshcheriakov, D.; Meyer, O.; Miettunen, J.; Milanesio, D.; Mink, F.; Mlynek, A.; Monaco, F.; Moon, C.; Nabais, F.; Nemes-Czopf, A.; Neu, G.; Neu, R.; Nielsen, A. H.; Nielsen, S. K.; Nikolaeva, V.; Nocente, M.; Noterdaeme, J.-M.; Novikau, I.; Nowak, S.; Oberkofler, M.; Oberparleiter, M.; Ochoukov, R.; Odstrcil, T.; Olsen, J.; Orain, F.; Palermo, F.; Pan, O.; Papp, G.; Paradela Perez, I.; Pau, A.; Pautasso, G.; Penzel, F.; Petersson, P.; Pinzon Acosta, J.; Piovesan, P.; Piron, C.; Pitts, R.; Plank, U.; Plaum, B.; Ploeckl, B.; Plyusnin, V.; Pokol, G.; Poli, E.; Porte, L.; Potzel, S.; Prisiazhniuk, D.; Pütterich, T.; Ramisch, M.; Rasmussen, J.; Ratta, G. A.; Ratynskaia, S.; Raupp, G.; Ravera, G. L.; Refy, D.; Reich, M.; Reimold, F.; Reiser, D.; Ribeiro, T.; Riesch, J.; Riedl, R.; Rittich, D.; Rivero-Rodriguez, J. F.; Rocchi, G.; Rodriguez-Ramos, M.; Rohde, V.; Ross, A.; Rott, M.; Rubel, M.; Ryan, D.; Ryter, F.; Saarelma, S.; Salewski, M.; Salmi, A.; Sanchis-Sanchez, L.; Santos, J.; Sauter, O.; Scarabosio, A.; Schall, G.; Schmid, K.; Schmitz, O.; Schneider, P. A.; Schrittwieser, R.; Schubert, M.; Schwarz-Selinger, T.; Schweinzer, J.; Scott, B.; Sehmer, T.; Seliunin, E.; Sertoli, M.; Shabbir, A.; Shalpegin, A.; Shao, L.; Sharapov, S.; Sias, G.; Siccinio, M.; Sieglin, B.; Sigalov, A.; Silva, A.; Silva, C.; Silvagni, D.; Simon, P.; Simpson, J.; Smigelskis, E.; Snicker, A.; Sommariva, C.; Sozzi, C.; Spolaore, M.; Stegmeir, A.; Stejner, M.; Stober, J.; Stroth, U.; Strumberger, E.; Suarez, G.; Sun, H.-J.; Suttrop, W.; Sytova, E.; Szepesi, T.; Tal, B.; Tala, T.; Tardini, G.; Tardocchi, M.; Teschke, M.; Terranova, D.; Tierens, W.; Thoren, E.; Told, D.; Tolias, P.; Tudisco, O.; Treutterer, W.; Trier, E.; Tripsky, M.; Valisa, M.; Valovic, M.; Vanovac, B.; Vugt, D. v.; Varoutis, S.; Verdoolaege, G.; Vianello, N.; Vicente, J.; Vierle, T.; Viezzer, E.; Toussaint, U. v.; Wagner, D.; Wang, N.; Wang, X.; Weiland, M.; White, A. E.; Wiesen, S.; Willensdorfer, M.; Wiringer, B.; Wischmeier, M.; Wolf, R.; Wolfrum, E.; Xiang, L.; Yang, Q.; Yang, Z.; Yu, Q.; Zagorski, R.; Zammuto, I.; Zhang, W.; Zeeland, M. v.; Zehetbauer, T.; Zilker, M.; Zoletnik, S.; Zohm, H.; EUROfusion MST1 Team: Overview of physics studies on ASDEX Upgrade. Nuclear Fusion 59, 112014 (2019)

Eder, M.; Albert, C. G.; Kasikov, S. V.; Kernbichler, W.; Scheidt, M.: Integration of the guiding-center equations in toroidal fields utilizing a local linearization approach. In: 47th EPS Conference on Plasma Physics, P3.1036 (Eds. Giruzzi, G.; Arnas, C.; Borba, D.; Gopla, A.; Lebedev, S. et al.). 47th EPS Conference on Plasma Physics, Virtual, June 21, 2021 - June 25, 2021. European Physical Society, Geneva (2021)

Albert, C.: Physics-Informed Transfer Path Analysis with Parameter Estimation using Gaussian Processes. In: Proceedings of the ICA 2019 and EAA Euroregio. 23rd International Congress on Acoustics, integrating 4th EAA Euroregio 2019, 9 - 13 September 2019, Aachen, Germany, pp. 459 - 466 (Eds. Ochmann, M.; Vorländer, M.; Fels, J.). 23rd International Congress on Acoustics 2019 (ICA 2019), Aachen, September 09, 2019 - September 13, 2019. Deutsche Gesellschaft für Akustik, Berlin (2019)

Eder, M.; Albert, C. G.; Bauer, L. M. P.; Kasilov, S. V.; Kernbichler, W.: Three-dimensional geometric integrator for charged particle orbits in toroidal fusion devices. In: 46th EPS Conference on Plasma Physics, P5.1100 (Eds. Riconda, C.; Brezinsek, S.; McCarty, K.; Lancaster, K.; Burgess, D. et al.). 46th EPS Conference on Plasma Physics, Milan, July 08, 2019 - July 12, 2019. European Physical Society, Geneva (2019)

Albert, C. G.; Heyn, M. F.; Kasilov, S. V.; Kernbichler, W.; EUROfusion MST1 Team: Kinetic modeling of plasma response to RMPs for a tokamak in full toroidal geometry. In: 45th EPS Conference on Plasma Physics, P2.1046. 45th EPS Conference on Plasma Physics, Prague, July 02, 2018 - July 06, 2018. European Physical Society, Geneva (2018)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Hamiltonian emulators for charged particleorbits in magnetized plasmas. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, (VI) 55 (1), P 10.14. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, March 08, 2020 - March 13, 2020. DPG, Bad Honnef (submitted)

Albert, C. G.; Callies, U.; Toussaint, U. v.: Surrogate-enhanced parameter inference for function-valued models. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Orbit classification and global sensitivity analysis in dynamical systems using surrogate models. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Data augmentation for disruption prediction via robust surrogate models. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (submitted)

Albert, C.: Gaussian processes for data fulfilling linear differential equations. 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2019), Garching (submitted)

Albert, C.: Physics-informed transfer path analysis with parameter estimation using Gaussian processes. 23rd International Congress on Acoustics 2019 (ICA 2019), Aachen (submitted)

Albert, C.: Symplectic integration of guiding-center dynamics in non-canonical coordinates. Numerical Methods for the Kinetic Equations of Plasma Physics (NumKin2019), Garching (2019)