Machine learning for scattering data: strategies, perspectives and applications to surface scattering

por Hinderhofer, Alexander, Greco, Alessandro, Starostin, Vladimir, Munteanu, Valentin, Pithan, Linus, Gerlach, Alexander, Schreiber, Frank
Publicado 2023

Fast fitting of reflectivity data of growing thin films using neural networks

por Greco, Alessandro, Starostin, Vladimir, Karapanagiotis, Christos, Hinderhofer, Alexander, Gerlach, Alexander, Pithan, Linus, Liehr, Sascha, Schreiber, Frank, Kowarik, Stefan
Publicado 2019

Elucidating Structure Formation in Highly Oriented Triple Cation Perovskite Films

por Telschow, Oscar, Scheffczyk, Niels, Hinderhofer, Alexander, Merten, Lena, Kneschaurek, Ekaterina, Bertram, Florian, Zhou, Qi, Löffler, Markus, Schreiber, Frank, Paulus, Fabian, Vaynzof, Yana
Publicado 2023

Neural network analysis of neutron and X-ray reflectivity data: automated analysis using mlreflect, experimental errors and feature engineering

por Greco, Alessandro, Starostin, Vladimir, Edel, Evelyn, Munteanu, Valentin, Rußegger, Nadine, Dax, Ingrid, Shen, Chen, Bertram, Florian, Hinderhofer, Alexander, Gerlach, Alexander, Schreiber, Frank
Publicado 2022

Polymorphism and structure formation in copper phthalocyanine thin films

por Reisz, Berthold, Belova, Valentina, Duva, Giuliano, Zeiser, Clemens, Hodas, Martin, Hagara, Jakub, Šiffalovič, Peter, Pithan, Linus, Hosokai, Takuya, Hinderhofer, Alexander, Gerlach, Alexander, Schreiber, Frank
Publicado 2021

Enhanced protein adsorption upon bulk phase separation

por Fries, Madeleine R., Stopper, Daniel, Skoda, Maximilian W. A., Blum, Matthias, Kertzscher, Christoph, Hinderhofer, Alexander, Zhang, Fajun, Jacobs, Robert M. J., Roth, Roland, Schreiber, Frank
Publicado 2020

Closing the loop: autonomous experiments enabled by machine-learning-based online data analysis in synchrotron beamline environments

por Pithan, Linus, Starostin, Vladimir, Mareček, David, Petersdorf, Lukas, Völter, Constantin, Munteanu, Valentin, Jankowski, Maciej, Konovalov, Oleg, Gerlach, Alexander, Hinderhofer, Alexander, Murphy, Bridget, Kowarik, Stefan, Schreiber, Frank
Publicado 2023

Optical Properties of Perovskite‐Organic Multiple Quantum Wells

por Antrack, Tobias, Kroll, Martin, Sudzius, Markas, Cho, Changsoon, Imbrasas, Paulius, Albaladejo‐Siguan, Miguel, Benduhn, Johannes, Merten, Lena, Hinderhofer, Alexander, Schreiber, Frank, Reineke, Sebastian, Vaynzof, Yana, Leo, Karl
Publicado 2022

Ultrahydrophobic 3D/2D fluoroarene bilayer-based water-resistant perovskite solar cells with efficiencies exceeding 22%

por Liu, Yuhang, Akin, Seckin, Pan, Linfeng, Uchida, Ryusuke, Arora, Neha, Milić, Jovana V., Hinderhofer, Alexander, Schreiber, Frank, Uhl, Alexander R., Zakeeruddin, Shaik M., Hagfeldt, Anders, Dar, M. Ibrahim, Grätzel, Michael
Publicado 2019

A combined molecular dynamics and experimental study of two-step process enabling low-temperature formation of phase-pure α-FAPbI(3)

por Ahlawat, Paramvir, Hinderhofer, Alexander, Alharbi, Essa A., Lu, Haizhou, Ummadisingu, Amita, Niu, Haiyang, Invernizzi, Michele, Zakeeruddin, Shaik Mohammed, Dar, M. Ibrahim, Schreiber, Frank, Hagfeldt, Anders, Grätzel, Michael, Rothlisberger, Ursula, Parrinello, Michele
Publicado 2021

Impact of molecular quadrupole moments on the energy levels at organic heterojunctions

por Schwarze, Martin, Schellhammer, Karl Sebastian, Ortstein, Katrin, Benduhn, Johannes, Gaul, Christopher, Hinderhofer, Alexander, Perdigón Toro, Lorena, Scholz, Reinhard, Kublitski, Jonas, Roland, Steffen, Lau, Matthias, Poelking, Carl, Andrienko, Denis, Cuniberti, Gianaurelio, Schreiber, Frank, Neher, Dieter, Vandewal, Koen, Ortmann, Frank, Leo, Karl
Publicado 2019

Multimodal host–guest complexation for efficient and stable perovskite photovoltaics

por Zhang, Hong, Eickemeyer, Felix Thomas, Zhou, Zhiwen, Mladenović, Marko, Jahanbakhshi, Farzaneh, Merten, Lena, Hinderhofer, Alexander, Hope, Michael A., Ouellette, Olivier, Mishra, Aditya, Ahlawat, Paramvir, Ren, Dan, Su, Tzu-Sen, Krishna, Anurag, Wang, Zaiwei, Dong, Zhaowen, Guo, Jinming, Zakeeruddin, Shaik M., Schreiber, Frank, Hagfeldt, Anders, Emsley, Lyndon, Rothlisberger, Ursula, Milić, Jovana V., Grätzel, Michael
Publicado 2021