Search Results for author: Andreas Kassler

Found 5 papers, 1 papers with code

Quantum Machine Learning in Climate Change and Sustainability: a Review

no code implementations13 Oct 2023 Amal Nammouchi, Andreas Kassler, Andreas Theorachis

Climate change and its impact on global sustainability are critical challenges, demanding innovative solutions that combine cutting-edge technologies and scientific insights.

Quantum Machine Learning

DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks

no code implementations15 May 2023 Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas Theocharis, Jonas Forsman

Load forecasting is a crucial topic in energy management systems (EMS) due to its vital role in optimizing energy scheduling and enabling more flexible and intelligent power grid systems.

Change Detection energy management +2

From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors

no code implementations21 Mar 2022 Firas Bayram, Bestoun S. Ahmed, Andreas Kassler

These methods utilize the predictive model's performance degradation to signal substantial changes in the systems.

Using Deep Reinforcement Learning for Zero Defect Smart Forging

no code implementations25 Jan 2022 Yunpeng Ma, Andreas Kassler, Bestoun S. Ahmed, Pavel Krakhmalev, Andreas Thore, Arash Toyser, Hans Lindback

Defects during production may lead to material waste, which is a significant challenge for many companies as it reduces revenue and negatively impacts sustainability and the environment.

reinforcement-learning Reinforcement Learning (RL)

Aggregation-Based Gossip for Certificate Transparency

1 code implementation22 Jun 2018 Rasmus Dahlberg, Tobias Pulls, Jonathan Vestin, Toke Høiland-Jørgensen, Andreas Kassler

Certificate Transparency (CT) is a project that mandates public logging of TLS certificates issued by certificate authorities.

Cryptography and Security

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