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Systems architecture
Related publications (896)
Fast parametric analysis of trimmed multi-patch isogeometric Kirchhoff-Love shells using a local reduced basis method
Annalisa Buffa, Pablo Antolin Sanchez, Margarita Chasapi
This contribution presents a model order reduction framework for real-time efficient solution of trimmed, multi-patch isogeometric Kirchhoff-Love shells. In several scenarios, such as design and shape optimization, multiple simulations need to be performed ...
2023The arrow-of-time in neuroimaging time series identifies causal triggers of brain function
Dimitri Nestor Alice Van De Ville, Thomas William Arthur Bolton, Maria Giulia Preti, Enrico Amico, Raphaël Pierre Liégeois
Moving from association to causal analysis of neuroimaging data is crucial to advance our understanding of brain function. The arrow-of-time (AoT), that is, the known asymmetric nature of the passage of time, is the bedrock of causal structures shaping phy ...
WILEY2023A Conceptual Framework for Integrating Conversational Agents in Digital Education
The presence of conversational agents (or chatbots) in educational contexts has been steadily increasing over the past few years. Recent surveys have shown widespread interest in the use of chatbots in education, both for research and practice. Although th ...
EPFL2023Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems
Colin Neil Jones, Roland Schwan, Melanie Nicole Zeilinger, Xuan Truong Nghiem
Physics-informed machine learning (PIML) is a set of methods and tools that systematically integrate machine learning (ML) algorithms with physical constraints and abstract mathematical models developed in scientific and engineering domains. As opposed to ...
IEEE2023Haptics based collaborative steering control in automated driving environments
A vehicle's steering is a particular system in that it is exposed to individual subjective reviews based on criteria that are hard to assess quantitatively. Haptic design of such systems is a prime concern that has been at the center of industrial developm ...
EPFL2023Reuse of Load-Bearing Timber Elements - Case Study of a Lookout Tower in Lausanne, Switzerland
Corentin Jean Dominique Fivet, Jonas Warmuth, Julius Natterer, Edisson Xavier Estrella Arcos, Benoît Pascal Kälin
The construction industry is jeopardizing Earth’s environment; current mitigation efforts do not suffice; and additional sustainable strategies are required. One such strategy consists of reusing structural building elements over multiple service lives. In ...
Curran Associates, Inc.2023Robustness of Local Predictions in Atomistic Machine Learning Models
Michele Ceriotti, Federico Grasselli, Sanggyu Chong, Chiheb Ben Mahmoud
Machine learning (ML) models for molecules and materials commonly rely on a decomposition of the global target quantity into local, atom-centered contributions. This approach is convenient from a computational perspective, enabling large-scale ML-driven si ...
Washington2023The Case for Performance Interfaces for Hardware Accelerators
George Candea, Jiacheng Ma, Rishabh Ramesh Iyer
While systems designers are increasingly turning to hardware accelerators for performance gains, realizing these gains is painstaking and error-prone. It can take several person-months to determine if a given accelerator is a good fit for a given piece of ...
2023Risk assessment of waterborne virus in Lake Geneva: the present and the future
The presence of waterborne enteric viruses in lake recreational water sites is not desired, as they may have a negative impact on human health. However, their concentrations, fate and transport in lakes remain poor understood. To date, the health risks pos ...
2023Transformer Models for Vision
Jean-Baptiste Francis Marie Juliette Cordonnier
The recent developments of deep learning cover a wide variety of tasks such as image classification, text translation, playing go, and folding proteins.All these successful methods depend on a gradient-based learning algorithm to train a model on massive a ...
EPFL2023