We train small, scene-specific neural networks with a decoupled rendering algorithm to enable interactive relighting and art-directed light edits of complex production scenes.
Sergio Sancho
I'm a joint PhD student at ETH Zurich and Disney Research, supervised by Markus Gross and Marios Papas. I earned my Master's degree in 2023 from ETH Zurich, and my Bachelor's degree in 2020 from the University of Valencia.
From an early age, I've been fascinated by the technical and creative sides of filmmaking, especially animation. My research focuses on computer graphics, physically-based rendering and simulation, and how these areas connect with machine learning and generative models.
Research
We repurpose latent diffusion models to generate high-quality, complex, multi-view optical illusions such as anamorphoses.
We develop a user-friendly application that simplifies the setup of mechanobiology simulations through a comprehensive graphical interface.
Other Projects
ETH Medal Award
We explore new schemes for fluid simulation in order to improve energy and vorticity preservation capabilities. In particular, we propose novel Eulerian and Lagrangian frameworks based on the vorticity-streamfunction and the impulse formulations.
1st Prize Award at ETH Rendering Competition
We implement advanced features on top of an educational physically-based path tracer, such as volumetric rendering with ratio tracking, principled BSDFs and lens-based camera models.
Best Bachelor's Thesis Award
We develop a framework that brings Virtual Reality headsets to existing simulation environments for crane and construction training. We focus on a novel hand-detection interface that lets users operate the machinery with both real and virtual controllers.
Education
- 2024.04 â PresentJoint PhD at ETH Zurich / Disney Research (ZĂźrich, Switzerland)
- 2021.09 â 2023.10MSc in Computer Science, ETH Zurich (ZĂźrich, Switzerland)
- 2016.09 â 2020.08Multimedia Engineering Degree, University of Valencia (Valencia, Spain)
Work Experience
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2023.11 â 2024.02
Research Internship at Disney Research
Topic: Efficient cloth simulation with Machine Learning -
2021.01 â 2021.06
Research & Development at Robotics Institute - University of Valencia
Topic: Real-time simulation and biological simulation development -
2019.10 â 2020.05
Research & Development Internship at Robotics Institute - University of Valencia
Topic: Virtual Reality techniques on real-time simulation