Publications associées à Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition

Inhalation of Microplastics—A Toxicological Complexity

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Humans are chronically exposed to airborne microplastics (MPs) by inhalation. Various types of polymer particles have been detected in lung samples, which could pose a threat to human health. Inhalation toxicological studies are crucial for assessing the e ...

2024

Hybrid ground-state quantum algorithms based on neural Schrödinger forging

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On-Chip Fully Reconfigurable Artificial Neural Network in 16 nm FinFET for Positron Emission Tomography

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Ieee-Inst Electrical Electronics Engineers Inc2024

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Pergamon-Elsevier Science Ltd2024

A Comparative Analysis of Tools & Task Types for Measuring Computational Problem-Solving

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Association for Computing Machinery2024

Quantifying the Unknown: Data-Driven Approaches and Applications in Energy Systems

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Graph generative deep learning models with an application to circuit topologies

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Modern integrated circuits are tiny yet incredibly complex technological artifacts, composed of millions and billions of individual structures working in unison. Managing their complexity and facilitating their design drove part of the co-evolution of mode ...

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Efficient Continual Finite-Sum Minimization

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Given a sequence of functions

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minimizing

\sum_{j=1}^nf_j(x)/n

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Reactive collision-free motion generation in joint space via dynamical systems and sampling-based MPC

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Energy Management of Price-Maker Community Energy Storage by Stochastic Dynamic Programming

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In this paper, we propose an analytical stochastic dynamic programming (SDP) algorithm to address the optimal management problem of price-maker community energy storage. As a price-maker, energy storage smooths price differences, thus decreasing energy arb ...

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The quality of automatic transcription of heritage documents, whether from printed, manuscripts or audio sources, has a decisive impact on the ability to search and process historical texts. Although significant progress has been made in text recognition ( ...

Association for Computational Linguistics2024

Reliable data-driven decision-making through optimal transport

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EPFL2024

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Why computational complexity may set impenetrable barriers for epistemic reductionism

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Society of Photo-Optical Instrumentation Engineers (SPIE)2023

Cost-effective equalization of electro-optic frequency combs in a Sagnac interferometer

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Optica Publishing Group2023

Homothetic Tube Model Predictive Control With Multi-Step Predictors

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Ieee-Inst Electrical Electronics Engineers Inc2023

Housing, street and health: a new systemic research framework

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As the world’s population grows in cities, urban dwellers spend a large amount of time inside their home, making housing health ever more important. Critical for residents’ health, the interactions between indoor residential environments and outdoor enviro ...

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Decision support for the design of integrated biorefineries

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EPFL2023