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Olga Fink — most-cited papers & profile · AI Agents
← authors
·
overview
Olga Fink
12
papers ·
113
citations ·
33
h-index
International Institute for Management Development · École Polytechnique Fédérale de Lausanne · Sapienza University of Rome
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Most-cited papers
Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions
2023 · 92 citations
Learning Physics-Consistent Particle Interactions
2022 · 11 citations
Safe multi-agent deep reinforcement learning for joint bidding and maintenance scheduling of generation units
2021 · 6 citations
Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems
2025 · 2 citations
Integrating the Expected Future in Load Forecasts with Contextually Enhanced Transformer Models
2024 · 1 citations
Multi-Agent Reinforcement Learning with Graph Convolutional Neural Networks for optimal Bidding Strategies of Generation Units in Electricity Markets
2022
Topics
Multi-Agent
Physics ML
Temporal & Dynamic
GNN Architectures
Transformer Forecasters
Domain — Energy/Weather
Safe RL
Policy Gradient
Materials
Value-Based