Representation of the Heat Specific Creep Rupture Behavior of 9%Cr Steels using Neural Networks. - Olga Frolova; Karl Maile; Wolfhart Müller (ICDM (Poster and Industry Proceedings), 2010)

Representation of the heat specific creep rupture behaviour of 9%Cr steels using neural networks. - Olga Frolova; Eberhard Roos; Karl Maile; Wolfhart Müller (Trans. Mach. Learn. Data Min., 2011)

On the Influence of Layer Importance on LLM Fine-Tuning Acceleration and Quality. - Alexander Demidovskij; Irina Novikova; Artyom Tugaryov; Vasilisa Blyudova; Olga Frolova; Yuri Ignatiev; Igor Salnikov; Aleksei Trutnev; Egor Zharikov (ECAI, 2025)

Going Beyond LoRA Fine-Tuning with Hebb Learning: Blazingly Fast and Accurate. - Alexander Demidovskij; Igor Salnikov; Olga Frolova; Aleksei Trutnev; Artyom Tugaryov; Yuri Ignatiev; Vasilisa Blyudova; Egor Zharikov; Irina Novikova (ECAI, 2025)

Hebb-Inspired Low Rank Adapters for Large Language Models Fine-Tuning. - Alexander Demidovskij; Artyom Tugaryov; Igor Salnikov; Olga Frolova; Aleksei Trutnev; Pengcheng Xie; Irina Novikova; Egor Zharikov; Vasilisa Blyudova; Yuri Ignatiev (PRICAI, 2025)