Phace: Physics-based Face Modeling and Animation

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Upper-limb occupational exoskeletons to support the workers' upper arms are typically designed to provide antigravitational support. Although typical work activities require workers to perform static and dynamic actions, the majority of the studies in lite ...

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With the advent of the Square Kilometre Array Observatory (SKAO), scientists will be able to directly observe the Epoch of Reionization by mapping the distribution of neutral hydrogen at different redshifts. While physically motivated results can be simula ...

We interact with the world through a body that includes hands and fingers. Likewise, providing an avatar allowing the control of a virtual body with fingers is an important step to improve the user experience in VR. When the user and their avatar skeleton ...

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In this thesis, we advocate that Computer-Aided Engineering could benefit from a Geometric Deep Learning revolution, similarly to the way that Deep Learning revolutionized Computer Vision. To do so, we consider a variety of Computer-Aided Engineering pr ...

Phace: Physics-based Face Modeling and Animation

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Teacher-Mediated and Student-Led Interaction with a Physics Simulation: Effects on the Learning Experience

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

Evaluation of antigravitational support levels provided by a passive upper-limb occupational exoskeleton in repetitive arm movements

From finger animation to full-body embodiment of avatars with different morphologies and proportions

lifex-ep: a robust and efficient software for cardiac electrophysiology simulations

PINION: physics-informed neural network for accelerating radiative transfer simulations for cosmic reionization

Real-time Self-contact Retargeting of Avatars down to Finger Level

Generalizing Bulk-Synchronous Parallel Processing for Data Science: From Data to Threads and Agent-Based Simulations

REMOTE: Re-thinking Task Mapping on Wireless 2.5D Systems-on-Package for Hotspot Removal

Traversing Time Dependent Light Fields for Daylight Glare Evaluation

BamX: Rethinking Deployability in Architecture through Weaving

High-order geometric integrators for nonadiabatic molecular quantum dynamics and their applications to explore conical intersections

MaxwellNet: Physics-driven deep neural network training based on Maxwell's equations

The DESI N-body Simulation Project - II. Suppressing sample variance with fast simulations

Efficient Simulation for Visual Comfort Evaluations

Ontology-based system to support industrial system design for aircraft assembly

Adaptive analysis-aware defeaturing

Adaptive analysis-aware defeaturing

Statistical Emulation of Neural Simulators: Application to Neocortical L2/3 Large Basket Cells

Synthesis and Analysis of 3D shapes with Geometric Deep Learning in Computer-Aided Engineering