Andrei Ermakov

HSE University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Scientific Discovery & Drug Design (1)Training Efficiency & Optimization (1)

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Fedor Buzaev (1)Dmitry Efremenko (1)Egor Bugaev (1)Denis Derkach (1)

Papers (1)

Jun 18, 2026

HSE University3d ago

Evolutionary Two-Stage Hyperparameter Optimization Strategies for Physics-Informed Neural Networks

Evolutionary algorithms can drastically improve the accuracy of Physics-Informed Neural Networks by efficiently navigating the complex hyperparameter landscape.

Fedor Buzaev, Dmitry Efremenko, Egor Bugaev +4

Architecture Design (Transformers, SSMs, MoE)Scientific Discovery & Drug Design Training Efficiency & Optimization

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Andrei Ermakov

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)