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Title Description Supervisors Status
Exploring Long-Range Dependencies in Biological Networks Using Graph Neural Networks Project Description: Graph Neural Networks (GNNs) have emerged as powerful tools for modeling and analyzing graph-structured data. However, many biological … Ali Hariri Available
Controlling the timbre of wind instruments with active control A wind instrument can generally be assimilated to a axisymmetric hollow duct, with varying (or constant) cross-section along the main … Hervé Lissek Available
Plasmacoustic headphones The Corona Discharge (CD) principle has been demonstrated to allow achieving linear acoustic flow velocity source without relying on an … Hervé Lissek Available
Development of a Graphical User Interface for Electroacoustic Absorbers The Electroacoustic Absorber (EA) concept relies on a closed-box loudspeaker, the membrane of which can be assigned a prescribed acoustic … Hervé Lissek Available
Exploration and improvement of a data-agnostic multimodal deep learning architecture relying on a novel fusion strategy Background Multimodal deep learning is a trending field processing and learning from multiple channels of information, i.e. "modalities", in the … Anaïs Betsabeh Haget Available
Exploiting simultaneous image and LIDAR data for point-cloud classification Airborne Mapping provide nowadays a huge amount of data from different sources such as imagery or LiDAR point cloud.The Classification … Nicolas Aspert Available
Auditory distance perception Auditory distance perception plays a major role in spatial awareness, enabling location of objects and avoidance of obstacles in the … Qin Liu Available
3D Sound Localization The ability to perceive sounds in space — a concept known as spatial hearing — is a function of our … Qin Liu Available
Design of unprecedented sound sources: a dream come true with plasma loudspeakers? The spherical sound source is known to be an optimal geometry, due to the limited scattering effects over the sphere … Hervé Lissek Available
Optimization of corona discharge loudspeakers The Corona Discharge (CD) principle has been demonstrated to allow achieving linear acoustic flow velocity source without relying on an … Hervé Lissek Available
Modeling translation elongation dynamics through Variational AutoEncoders Background Ribosome profiling [1] enabled in vivo monitoring of translation, allowing us to measure codon-specific ribosome dwell times. Recently, computational … Mohan Vamsi Nallapareddy, Francesco Craighero Available
Enhancing Protein Design Through Advanced Graph Neural Networks Background: Machine learning has seen increasing applications in natural sciences, particularly biology. The powerful contributions of machine learning to the … Pengkang Guo Available
Development and characterization of an acoustic matched source Nonlinear or time-varying systems have established a new paradigm in wave engineering as they push the limits of conventional materials. … Hervé Lissek Available
VENOVA : an actively modified cylindrical cross-saxophone After some research, modeling, computations, adjustments and a bit of luck, the team of engineers from Yamaha have developed a … Hervé Lissek Available
Digging into the physics of "Plasmacoustic transducers" A plasmacoustic transducer is a membrane-less loudspeaker resorting to a thin layer of ionized air (plasma) put in motion inside … Hervé Lissek, Han Miao Assigned
Towards making Electroacoustic Absorbers self-adaptive to their acoustic environment The Electroacoustic Absorber (EA) concept relies on a closed-box loudspeaker, the membrane of which can be assigned a prescribed acoustic … Hervé Lissek, Qin Liu Assigned
Novel Geometric Deep Learning methods for biological networks Modern Graph Neural Networks (GNNs) have been used extensively in numerous applications, especially in Biology and Chemistry where data can … Ali Hariri Assigned
Development of a fully transparent active noise reduction device Active noise control (ANC) relies on the use of loudspeakers as secondary sources, aiming at cancelling out a primary sound … Rahim Vesal Assigned
Arc Suppression System for High-Voltage Corona Discharge Acoustic Transducers A Corona Discharge Transducer (CDT) is composed of an array of very thin wires with of 0.1 mm diameter (“emitter … Rahim Vesal Assigned
Design of an annular array of active plasma sound absorbers The Corona Discharge (CD) principle has been demonstrated to allow achieving linear acoustic flow velocity source without relying on an … Hervé Lissek Assigned
Plasma headphones The Corona Discharge (CD) principle has been demonstrated to allow achieving linear acoustic flow velocity source without relying on an … Hervé Lissek Assigned
Implicit Neural Representations of Molecular Surfaces Coordinate-based neural networks, sometimes called Implicit Neural Representations (INRs), used for instance in NeRFs, learn to represent highly complex functions … Pierre Vandergheynst, Daniel Probst Assigned
Wavefunction collapse algorithm for de novo molecular design Summary. The wavefunction collapse algorithm is a conceptually simple generative algorithm inspired by wavefunction superposition [1]. The algorithm has been … Daniel Probst Assigned
Traffic noise Radar: Tracking and estimation of individual vehicle noise emission Traffic noise and its effects on health has become increasingly more relevant these days. The latest noise emission model, SonRoad18, … Thach Pham Vu Assigned
Granular synthesis applied to car sound design Granular synthesis is an alternative to conventional sound synthesis (additive, substractive or frequency modulation, among others), not relying on manipulating … Thach Pham Vu, Vincent Grimaldi Assigned