@misc{LauhoffAroldBolenderetal., author = {Lauhoff, Christian and Arold, Tizian and Bolender, Artjom and Rackel, Marcus W. and Pyczak, Florian and Weinmann, Markus and Xu, Wenzheng and Molotnikov, Andrey and Niendorf, Thomas}, title = {Microstructure of an additively manufactured Ti-Ta-Al alloy using novel pre-alloyed powder feedstock material}, series = {Additive Manufacturing Letters}, volume = {Vol. 6}, journal = {Additive Manufacturing Letters}, issn = {2772-3690}, doi = {10.1016/j.addlet.2023.100144}, language = {en} } @misc{GuoSongLiuetal., author = {Guo, Xiang and Song, Lin and Liu, Xu and Stark, Andreas and Pyczak, Florian and Zhang, Tiebang}, title = {In-situ synchrotron HEXRD study on the phase transformation mechanisms of the ω-related phases in a Ti4Al3Nb alloy}, series = {Materials Characterization}, volume = {Vol. 200}, journal = {Materials Characterization}, issn = {1873-4189}, doi = {10.1016/j.matchar.2023.112901}, language = {en} } @misc{PyczakLiangNeumeieretal., author = {Pyczak, Florian and Liang, Zhida and Neumeier, Steffen and Rao, Ziyuan}, title = {Stability and Physical Properties of the L12-γ′ Phase in the CoNiAlTi-System}, series = {Metallurgical and Materials Transactions. A, Physical Metallurgy and Materials Science}, volume = {54}, journal = {Metallurgical and Materials Transactions. A, Physical Metallurgy and Materials Science}, number = {5}, issn = {1073-5623}, doi = {10.1007/s11661-022-06949-y}, pages = {1661 -- 1670}, language = {en} } @misc{VolpatoPereiraLemosetal., author = {Volpato, G. M. and Pereira, A. S. P. and Lemos, G. and Schmitt, M. and Pyczak, Florian and Tetzlaff, Ulrich and Fredel, M{\´a}rcio C.}, title = {Out-of-Equilibrium Formation of Ni3Ti η-Phase in Inconel X-750 Produced via Laser Powder Bed Fusion and Spark Plasma Sintering}, series = {Metallurgical and Materials Transactions. A, Physical Metallurgy and Materials Science}, volume = {54}, journal = {Metallurgical and Materials Transactions. A, Physical Metallurgy and Materials Science}, number = {5}, issn = {1073-5623}, doi = {10.1007/s11661-022-06946-1}, pages = {1924 -- 1936}, language = {en} } @misc{ZhangWangPyczaketal., author = {Zhang, Haoyin and Wang, C. P. and Pyczak, Florian and Ebel, Thomas and Liu, X. J.}, title = {A New Kind of Biomedical Ti-Mn-Nb Alloy}, series = {Physica Status Solidi. A, Applications and Materials Science}, volume = {220}, journal = {Physica Status Solidi. A, Applications and Materials Science}, number = {7}, issn = {1862-6300}, doi = {10.1002/pssa.202200348}, language = {en} } @misc{LiuSongStarketal., author = {Liu, Xu and Song, Lin and Stark, Andreas and Pyczak, Florian and Zhang, Tiebang}, title = {In-situ synchrotron high energy X-ray diffraction study on the deformation mechanisms of D019-α2 phase during high-temperature compression in a TiAl alloy}, series = {Journal of Materials Research and Technology}, volume = {33}, journal = {Journal of Materials Research and Technology}, publisher = {Elsevier BV}, issn = {2238-7854}, doi = {10.1016/j.jmrt.2024.10.231}, pages = {5850 -- 5862}, language = {en} } @misc{CaoWangTaoetal., author = {Cao, Xianli and Wang, Li and Tao, Hui and He, Weiwei and Liang, Xiaopeng and Liu, Bin and Oehring, Michael and Paul, Jonathan and Pyczak, Florian and Liu, Yong}, title = {Morphology evolution of P-Ti3AlC carbides and their influence on creep properties in a crept Ti-45Al-5Nb-0.75C alloy}, series = {Journal of Materials Research and Technology}, volume = {29}, journal = {Journal of Materials Research and Technology}, publisher = {Elsevier BV}, issn = {2238-7854}, doi = {10.1016/j.jmrt.2024.02.146}, pages = {4181 -- 4190}, language = {en} } @misc{WangWangPyczaketal., author = {Wang, Li and Wang, Yihao and Pyczak, Florian and Oehring, Michael and Song, Min and Liu, Yong}, title = {Revealing complex planar defects and their interactions at atomic resolution in a Laves phase containing Co-base superalloy}, series = {Acta Materialia}, volume = {264}, journal = {Acta Materialia}, publisher = {Elsevier BV}, issn = {1359-6454}, doi = {10.1016/j.actamat.2023.119568}, pages = {1 -- 20}, language = {en} } @misc{TangLiLuetal., author = {Tang, Yingchun and Li, Changle and Lu, Song and Li, Wei and Vitos, Levente and Pyczak, Florian}, title = {Magneto-chemical effects in the elastic properties of Co3Al-based compounds}, series = {Materials Today Communications}, volume = {41}, journal = {Materials Today Communications}, publisher = {Elsevier BV}, issn = {2352-4928}, doi = {10.1016/j.mtcomm.2024.110507}, pages = {1 -- 11}, language = {en} } @misc{HeidariPebdaniJanischPyczak, author = {Heidari Pebdani, Zeinab and Janisch, Rebecca and Pyczak, Florian}, title = {Effect of V-VIB group ternary elements on the properties of Ti2AlM-type O-phases: A first-principles study}, series = {Computational Condensed Matter}, volume = {40}, journal = {Computational Condensed Matter}, publisher = {Elsevier BV}, issn = {2352-2143}, doi = {10.1016/j.cocom.2024.e00945}, pages = {10}, language = {en} } @misc{GuptaPaulSchmittetal., author = {Gupta, Vipul and Paul, Jonathan David Heaton and Schmitt, Ingo and Pyczak, Florian}, title = {SciLitMiner : an intelligent system for scientific literature mining and knowledge discovery}, series = {Advanced intelligent systems}, journal = {Advanced intelligent systems}, publisher = {Wiley}, address = {Weinheim}, issn = {2640-4567}, doi = {10.1002/aisy.202501235}, pages = {1 -- 20}, abstract = {Recent advances in data mining have enabled automation in literature-based discovery (LBD), allowing synergistic evaluation of experimental findings reported in scientific publications. However, existing tools and digital libraries fall short in generating relevant literature collections and evaluating them for highly specific questions. This article presents SciLitMiner, an intelligent system to address this gap. SciLitMiner enables federated ingestion of literature from digital libraries; applies advanced retrieval techniques, including dataset-aware retrieval from visual elements, to identify relevant studies; and leverages retrieval-augmented generation (RAG) tailored to domain-specific knowledge reasoning. The system is applied in materials science to study the creep behavior of γ-TiAl alloys, revealing the intricate interplay between material, process, microstructure, and creep rate, represented through knowledge graphs. Two domain experts rate responses from the knowledge reasoning workflow with OpenAI large language models (LLMs) as the backbone above "good" (3 on a 5-point Likert scale) in over 90\% across qualitative criteria, indicating strong performance. In a case study, the workflow also outperforms gpt-4.5-turbo with web search and other leading tools in reliability. A second case study benchmarks open-source LLMs as drop-in replacements for proprietary models, demonstrating comparable-to-superior performance. The system's flexibility enables its use in automated LBD across diverse research domains.}, language = {en} }