Shadmehr Zaregarizi
PulseAugur coverage of Shadmehr Zaregarizi — every cluster mentioning Shadmehr Zaregarizi across labs, papers, and developer communities, ranked by signal.
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AI framework enhances cross-building energy forecasting with transfer learning
Researchers have developed a new transfer learning framework for energy forecasting across different buildings, utilizing the Temporal Fusion Transformer (TFT). This approach aims to improve scalability and robustness f…
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New PIRS method enhances building energy management with physics-informed rewards
Researchers have developed PIRS (Physics-Informed Reward Shaping), a novel method for optimizing building energy management using deep reinforcement learning. PIRS replaces ad-hoc comfort proxies with the ISO 7730 Predi…
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Adaptive reservoir computing framework improves chaotic system forecasting
Researchers have developed an adaptive reservoir computing framework designed to improve forecasting for chaotic systems. This new approach tailors the training and prediction methods of Echo State Networks to specific …