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Reinforcement Learning for the occupant-centric operation of building energy systems: Theoretical and experimental investigations

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Reinforcement Learning for the occupant-centric operation of building energy systems: Theoretical and experimental investigations

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Learning to Assemble with Alternative Plans

Machine-learning-empowered FDTD/FEM simulations for predictive solar energy absorption in plasmonic metamaterial nanocavity arrays

DEMO: Dielectric elastomer actuators (DEAs) for the restoration of facial movements

Foundations of a New Learning Paradigm in AI Grounded in the Principles of Evolutionary Developmental Biology

Using deep reinforcement learning to investigate stretch feedback during swimming of the lamprey

Mspo: a Machine Learning Hyperparameter Optimization Method for Enhanced Breast Cancer Image Classification

Eflop: a Sparsity-aware Metric for Evaluating Computational Cost in Spiking and Non-spiking Neural Networks

Posterior-Based Analysis of Spatio-Temporal Features for Sign Language Assessment

Interact with Earth Observation Images using AI: Transparent Methods and Evaluation for Visual Question Answering

Training hybrid neural networks with multimode optical nonlinearities using digital twins

How Gradient Descent Balances Features: A Dynamical Analysis For Two-Layer Neural Networks

Domain shift, domain adaptation, and generalization: A focus on MRI

Probing the latent hierarchical structure of data via diffusion models

Integrating Physics and Topology in Neural Networks for Learning Rigid Body Dynamics

Improving the accuracy and interpretability of neural networks for wind power forecasting

Resource-Efficient Continual Learning for Personalized Online Seizure Detection

In-Sensor Passive Speech Classification with Phononic Metamaterials

What is NExT? A new conceptual model for comfort, satisfaction, health, and well-being in buildings

Fusing Pre-existing Knowledge and Machine Learning for Enhanced Building Thermal Modeling and Control

Shaped Laser Pulses for Microsecond Time-Resolved Cryo-EM: Outrunning Crystallization during Flash Melting