Master in Innovation and Research in Informatics - MIRI
Recent Submissions
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Llama-Tree-Meditron[70B]
(Universitat Politècnica de Catalunya, 2024-09-24)
Master thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneModern artificial intelligence has the potential to transform healthcare, yet integrating large language models into clinical practice presents challenges, especially concerning data privacy. This paper introduces Meditron ... -
Vectorizing Pytorch for RISC-V RVV
(Universitat Politècnica de Catalunya, 2024-11-12)
Master thesis
Open Access
Covenantee: Sorbonne UniversitéIn this internship we explore avenues for the vectorized execution of Pytorch models on RISC-V CPUs with Vector support. We identify 3 areas where Pytorch would benefit from vectorization: 1. the ATen computation backend, ... -
Accelerating 3D Gaussian Splat Rendering
(Universitat Politècnica de Catalunya, 2024-10-22)
Master thesis
Open AccessThe 3D Gaussian Splatting method for 3D environment reconstruction from images brought significant advancements to photorealistic novel-view synthesis. It combines the advantages of primitive-based rendering with a ... -
Improving the Store Pipeline for Weak Memory Ordering
(Universitat Politècnica de Catalunya, 2024-10-24)
Master thesis
Restricted access - confidentiality agreementModern CPU designs are generally composed of several CPU cores. These type of CPUs are also known as multiprocessors. Multiprocessors started becoming widely available during the early 2000s with the appearance of the first ... -
Positioning non-regular polygons over 3D surfaces
(Universitat Politècnica de Catalunya, 2024-10-24)
Master thesis
Restricted access - confidentiality agreementPositioning non-regular polygons on 3D surfaces while adhering to complex constraints is a key challenge in computational geometry and surface modeling. This thesis presents three algorithms designed to optimize the ... -
Modeling large scale impact of virtual agents on natural terrains
(Universitat Politècnica de Catalunya, 2024-10-22)
Master thesis
Open AccessThis thesis explores the application of machine learning to predict the environmental impact of human trampling on natural terrains. The project builds upon the TRAIL simulator, a tool developed to model the effects of ... -
Analysis of neurons in a transformer neural machine translation model
(Universitat Politècnica de Catalunya, 2024-10-24)
Master thesis
Open Access -
Design and implementation of a RISC-V superscalar out-of-order SMT core front-end engine using the HLib framework
(Universitat Politècnica de Catalunya, 2024-07-01)
Master thesis
Open AccessModern multithreaded processors employing aggressive superscalar Out-of-Order techniques dominate both personal computer and server environments. However, the development and evolution of these advanced technologies are ... -
Implement ONNX AI kernels for semidynamics' RISC-V atrevido core
(Universitat Politècnica de Catalunya, 2024-07-01)
Master thesis
Open AccessArtificial Intelligence (AI) has become a fundamental element of contemporary technological progress, with Convolutional Neural Networks (CNNs) being a pivotal breakthrough in the field of image and pattern recognition, ... -
Applying formal verification techniques to verify a Fetch Unit
(Universitat Politècnica de Catalunya, 2024-07-01)
Master thesis
Open AccessThe fetch unit of a GPP is a difficult block to verify. The complexity of the problem stems from the size of the state (cache, pipeline, etc.). Formal verification techniques, traditionally, have difficulty handling problems ... -
Maintaining the minimum spanning forest of fully dynamic graphs on the dynamic pipeline computational pattern
(Universitat Politècnica de Catalunya, 2024-06-28)
Master thesis
Open AccessIn this work we tackle the problem of using the Dynamic Pipeline Approach to parallelize the Kruskal's algorithm and thus compute and maintain the Minimum Spanning Tree of dynamic graphs in parallel and distributed settings. ... -
PDE-constrained optimization for metamaterial design under uncertainty
(Universitat Politècnica de Catalunya, 2024-06-28)
Master thesis
Open AccessThe goal of this work is to explore computational strategies for solving a topology optimization problem for a metamaterial that acts as a cloak for acoustic or electromagnetic waves. The design variable is defined as a ...
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