Sergei Garmaev

According to our database, Sergei Garmaev authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Complex Equation Learner: Rational Symbolic Regression with Gradient Descent in Complex Domain.

Sergei Garmaev, Maurice Gauché, Olga Fink

CoRR, May, 2026

From physics to machine learning and back: Part I - Learning with inductive biases in prognostics and health management (PHM).

Olga Fink, Vinay Sharma, Ismail Nejjar, Leandro Von Krannichfeldt, Sergei Garmaev, Zepeng Zhang, Amaury Wei, Gaëtan Frusque, Florent Forest, Mengjie Zhao, Chi-Ching Hsu, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Raffael Theiler, Arthur Bizzi, Kevin Steiner

Reliab. Eng. Syst. Saf., 2026

From physics to machine learning and back: Part II - Learning and observational bias in prognostics and health management (PHM).

Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao, Kevin Steiner, Yusuf Kesmen

Reliab. Eng. Syst. Saf., 2026

2025

From Physics to Machine Learning and Back: Part II - Learning and Observational Bias in PHM.

Olga Fink, Ismail Nejjar, Vinay Sharma, Keivan Faghih Niresi, Han Sun, Hao Dong, Chenghao Xu, Amaury Wei, Arthur Bizzi, Raffael Theiler, Yuan Tian, Leandro Von Krannichfeldt, Zhan Ma, Sergei Garmaev, Zepeng Zhang, Mengjie Zhao

CoRR, September, 2025

NOMTO: Neural Operator-based symbolic Model approximaTion and discOvery.

Sergei Garmaev, Siddhartha Mishra, Olga Fink

CoRR, January, 2025

Corrigendum to "Deep Koopman Operator-based degradation modelling" [Reliability Engineering and System Safety volume 251 (2024) 110351].

Sergei Garmaev, Olga Fink

Reliab. Eng. Syst. Saf., 2025

2024

Deep Koopman Operator-based degradation modelling.

Sergei Garmaev, Olga Fink

Reliab. Eng. Syst. Saf., 2024