That's my face

About me

I am researcher in computational Earth sciences passionate about data science, machine learning, physics and simulations. For more details, please have a look at my resume, or my publications.

Visualizations

Visualization is one my favorite things 😁. Click to enlarge.

Building of accretionary prisms with different intensities of fault weakening. After <a href='https://www.researchgate.net/profile/Arthur-Bauville/publication/339624541_Control_of_Fault_Weakening_on_the_Structural_Styles_of_Underthrusting-Dominated_Non-Cohesive_Accretionary_Wedges/links/5eba2bd7299bf1287f7fce89/Control-of-Fault-Weakening-on-the-Structural-Styles-of-Underthrusting-Dominated-Non-Cohesive-Accretionary-Wedges.pdf' referrerpolicy='no-referrer'> Bauville et al., 2020. </a>
Time evolution of the surface angle of accretionary prism with different intensities of fault weakening (grey to yellow color map) overlain on top of the analytical solution (green box). After <a href='https://www.researchgate.net/profile/Arthur-Bauville/publication/339624541_Control_of_Fault_Weakening_on_the_Structural_Styles_of_Underthrusting-Dominated_Non-Cohesive_Accretionary_Wedges/links/5eba2bd7299bf1287f7fce89/Control-of-Fault-Weakening-on-the-Structural-Styles-of-Underthrusting-Dominated-Non-Cohesive-Accretionary-Wedges.pdf' referrerpolicy='no-referrer'> Bauville et al., 2020. </a>
A theoretical model of the distribution of peak and retrograde metamorphic pressure (dotted blue lines) is overlain on top of observational data points. The black contour lines indicate the depth at which these pressure were recorded. The grey area is not reachable under the model assumptions. After <a href='https://www.researchgate.net/profile/Arthur-Bauville/publication/348688305_Pressure-to-Depth_Conversion_Models_for_Metamorphic_Rocks_Derivation_and_Applications/links/600faf90299bf14088c091d8/Pressure-to-Depth-Conversion-Models-for-Metamorphic-Rocks-Derivation-and-Applications.pdf' referrerpolicy='no-referrer'> Bauville and Yamato, 2021. </a>
Depth estimates of the rock samples according to the three models considered. After <a href='https://www.researchgate.net/profile/Arthur-Bauville/publication/348688305_Pressure-to-Depth_Conversion_Models_for_Metamorphic_Rocks_Derivation_and_Applications/links/600faf90299bf14088c091d8/Pressure-to-Depth-Conversion-Models-for-Metamorphic-Rocks-Derivation-and-Applications.pdf' referrerpolicy='no-referrer'> Bauville and Yamato, 2021. </a>
Ocean circulation near Japan.
Optimal trajectories for fishes swimming at a constant speed towards their goal (Zermelo's solution). On-going work.

Data science projects

  • WaiDatathon 2021 🥇 (blogpost, repository): I led the team to victory in the WaiDatathon 2021 on the theme “Combat domestic violence with data and AI”. We presented an exploratory data analysis and a method to produce personalized domestic violence detection questionnaires based on a classification tree.

Scientific simulation software

  • Sunaba: 2D simulation of geodynamical thermomechanical processes based on the finite difference method. Written in C, Python and OpenGL.
  • geomIO: 3D geometric modeling from serial 2D drawings. Used to initialize numerical simulations. Written in MATLAB.
  • CriticalTaper-utils: Python scripts to compute and visualize the solutions of the critical taper theory.
  • FortyTwoFEM: A fluid mechanics solver based on the finite element method. Written in Matlab.
  • SPH_solver: a fluid dynamics solver based on the smoothed-particle hydrodynamics (SPH) method. Written in Python and optimized with Numba.

Posts