Advanced Programming for Scientific Computing (aka PACS)

Title

AY

Author

High Mark

Notes

Report

Prediction of Proliferation of Tumor using FEniCS

@16-17

Daniele Boaretti

With ANEDP

here

Run-time resource allocation. Re-allocation of resources in case of heavy load

@16-17

Davide Burba

here

Fdakmapp: Optimization of the K-mean Alignment algorithm

@16-17

Alessandro Zito

*

STAT

here

A 3D Mimetic Finite Difference code for Darcy problem in fractured porous media

@16-17

Jacopo De Ponti

*

With ANEDP

here

Libreria C++ per la riduzione di modello di problemi simplettici

@16-17

Nicolo Ripamonti

With ANEDP

here

Smooth Functional Principal Component Analysis Regularization technique for data distributed over planar and two-dimensional manifold domains

@16-17

Luca Negri

*

STAT

here

Applicazione della Proper Orthogonal Decomposition (POD) al Problema di Minima Compliance

@16-17

Pierluigi Colombo

STAT

here

Parallelizing MCMC with Random Partition Trees Application to Book Crossing Dataset

@16-17

Ilaria Raciti, Paola Riva

*

STAT

here

Two dimensional modelling of organic MS capacitors

@16-17

Arianna Chiesa

here

Implementation of projected Newton-Krylov methods mixed with projected gradient direction

@16-17

Temenuzhka Avramova

Ls

here

Convolutional Neural Network

@16-17

Enrico Bertino

Google Summer of Code Project, parts in Python language

here

Coupled problems on one-dimensional networks with application to microcirculation

@16-17

Stefano Brambilla

Uses the MANWork library

here

Tree approximation for h-p adaptivity. Implementation of binary tree approximation algorithms for high order mesh hp-adaptation

@16-17

Simone Carriero

*

here

Heuristic p-Adaptivity for Discontiunous galerkin Methods

@16-17

Alberto Chiappa, Riccardo Peli

*

With Anedp

here

Processing of centered logration transformed density functions using smoothing splines

@16-17

Alessia Di Blasi, Federico Pavone, Gianluca Zeni

Stat

here

Translation into c++ of an R package for Interwilwise testing of functional data

@16-17

Diego Di Maulo

Stat

here

Implementation and evaluation of discontinuous Gelerking methods using Galerkin4GridTools

@16-17

Niccolo Discacciati

*

Svolto all’EPFL

here

Fem-Fenics. General purpose FEM library for GNU Octave

@16-17

Eugenio Giannetti

Google summer of code

here

Cardicac electrophysiology: an isogeometric solver for the bidomain equations

@16-17

Matteo Salvador

here

Implementation of a high-order discontinuous Galerkin approximation to ordinary di#erential equations into SPEED

@16-17

Francesco Migliorini

*

Programmazione in fortran90

here

Discontinuous gelerkin FE approximations of elliptic problems on polyhedral grids

@16-17

Andrea Vescovini

*

With Anedp2

here

Contact problems for cardiac valve mechanics

@17-18

Alberto Artoni e Elisabetta Chimisso

*

here

Simulation of Richards equation using Newton method and application of the parametrization methods

@17-18

Sabtina Bassetto

here

A one-dimensional formulation for the AC complex power in Litz wires

@17-18

Francesco Sestito

*

here

Kriging prediction for manifold-valued data

@17-18

Ilaria Sartori and Luca Torriani

*

STAT

here

Spatial statisticsal modeling on stream networks

@17-18

Valeria Callioni

*

STAT

here

Multipatch NURBS-based Isogeometric Analysis:An accuracy study and implementation in the software library IsoGlib

@17-18

Michele Bucelli e Andrea Farahat

*

here

Hierarchical model redusction on bifurcations: a novel approach using POD and Domain Decomposition

@17-18

Luca Zampieri and Andrea Zanoni

here

A library for Runge Kutta Methods

@18-19

Massimo Pellagatti

here

RcppAlphaNull

@18-19

Federico Airoldi

*

STAT

here

PDEs for Optimizing Deep Neural Networks

@18-19

Stefano D’Alessandro

here

Algoritmo MCMC per modello Bayesianomixed-effect per dataset spazio-temporali grandi

@18-19

Paolo Urbini

*

STAT

here

Implementation of the Numerical Jacobian in SU2

@18-19

Jose Yuri Villafan

here

Discontinuous Galerkin approximation of elastic wave propagation phenomena on polygonal grids

@18-19

Nicola Melas

*

here

Implementation of control problems in the ISOGLIB library

@18-19

Alessandra Tonaito

here

Numerical simulation for the myocardium-torso problem

@18-19

Lorenzo Fiorentini

here

Implementation of the FV3 Lagrangian-to-Eulerian remapping with GridTools/C++

@18-19

Andrea Romani

*

here

Density estimation with differential regularization

@18-19

Lorenzo Pigolotti Clara Ghilotti

*

here

Pricing of European and American Options with FD methods and MC methods

@18-19

Anna Neri Lorenzo Vitali

FINANCE

here

Machine learning for numerical stabilization of advection-diffusion PDEs

@18-19

Margherita Guido Michele Vidulis

*

here

INTERNODES Method Based on Isogeometric Analysis

@18-19

Marco Caldana Nicola Ischia

*

here

Finite Element Methods on Graphs

@18-19

Stefano Abbate Andrea Di Primio

*

here

GSR-PDE

@18-19

Alberto Colombo, Giulio Perin

*

STAT

here

Parallelizing Artificial Neural Network Training with the Multigrid Method

@18-19

Dillon Montag

*

here

Development of new features to enhance a commercial topology optimization software

@18-19

Giulio Gavinelli

*

here

PDE-aware Machine Learning for Parametrized Parabolic PDEs

@18-19

Riccardo Tenderini

*

here

bnplib: a nonparametric C++ Library

@18-19

Bruno Guindani e Elena Zazzetti

*

STAT

here

Study and test a machine learning/neural network library in C++

@18-19

Aurerio Martin Aranzana

here

Path relinking as intensification strategy for scheduling

@18-19

Alessandro Benetti

ING NUCL

here

Neural network training with multigrid reduction in time

@18-19

Elia Cunial

here

TAJIVE: Tensor angle based joint and individual variation for the integrative analysis of multi-dimensional datasets

@18-19

Virginie Marchionni

*

STAT

here

Machine learning for numerical stabilization of advection-diffusion PDEs

@18-19

Margherita Guido e Michele Vidulis

*

here

fdaPDE: Smoothing Parameter Optimization through Generalized Cross Validation

@18-19

Giorgio Meretti, Andrea Poiatti

*

STAT

here

Isogeometric Analysis and Boundary Element Method for simulating cardiac electrophysiology: heart and torso coupling

@18-19

Angelo Pasquale, Eugenio Pino

here

Development of an interactive 2D application with OpenFrameworks

@18-19

Antonio Pipita

here

A Robust Game for On Spot Price Cloud Markets

@18-19

Massimiliano Riva

*

Finance

here

A Depp dive into fdaPDE

@19-20

Gian Matteo Rinaldi

*

here

Numerical implementation of turbulent solver for reacting flows within SU2 suite

@19-20

Lorenzo Vallisa

*

here

Simulation the sinoatrial action potential

@19-20

Alessandro Bossi, Andrea Cordone

here

BPINN-Eikonal-Inverse-UQ: Uncertainty quantification of conduction velocities from noisy activation maps using Bayesian Physics-Informed Neural Networks

@19-20

Daniele Ceccarelli

*

here

cppconformal:a Rcpp implementation of conformal regression

@19-20

Gioele Cerri

Stat

here

Learning Block Graphs Structures in Gaussian Graphical models

@19-20

Alessandro Colombi

Stat

here

An application of Physics Informed Neural Networks to cardiac electrophysiology

@19-20

Andrea De Gobbis

*

here

SPMIX: Spatial Mixture Models in R

@19-20

Matteo Gianella

*

Stat

here

Implementation of a parallel solver for the cardiac bidomain model in lifex

@19-20

Giulia Gualtieri e Gloria Marziali

here

Reduced order model for bifurcation analysis: Case study on the Coanda effect

@19-20

Khamlich Moaad

*

here

fdaPDE: an efficient iterative method for spatio-temporal regression with PDE regularization

@19-20

Martina Massardi, Stefano Spaziani

*

Stat

here

Discontinuous Galerkin approximation of the 3D Wave Equation on Polyhedral Grids

@19-20

Luca Mombelli

*

here

Effect of mechanical deformation on cardiac electrophysiology in ventricular tachycardia

@19-20

Simone Polito, Arash Roknian

here

GraphSpace

@19-20

Noemi Rossi, Matteo Savino

Stat

here

Cardiac electrophysiology in the Purkinje network and myocardial tissue

@20-21

Michele Barucca

here

GRAPH-DL-ROMs: Non intrusive reduced order models by (diving into) graph neural networks

@20-21

Federico Capello

Phyton

here

UQ4fdaPDE. Some first uncertainty quantification tools for fdaPDE

@20-21

Michele Cavazzuti, Cristina Galimberti

*

Stat

here

MATH-DELite: a C++ library for Neural Network based Differential Models Training

@20-21

Alessio Colombo, Simone Brivio

*

here

DUBeat: a C++ library for high order discontinuous Galerkin method and applications to cardiac electrophysiology

@21-22

Federica Botta, Matteo Calafà

*

here

Library for the evaluation of mixing performance in OpenFOAM

@21-22

Laura De Giorgi and Elisabetta Garbin

here

Implementation of branch and bound algorithm for stochastic 2-machine flow shop scheduling problem using bob++ library

@21-22

Lei Liu

here

Flexible bayesmix

@21-22

Enrico Paglia, Giovanni Pollam, Taguhi Mesropyan

*

Stat

here

Integrated Depths for Functional Data over Complicated Multidimensional Domains

@21-22

Michela Ceoloni, Edoardo Conchetto

Stat

here

fdaPDE: PDE Parameters Optimization through Parameter Cascading Algorithm

@21-22

Matteo Tomasetto

*

Stat

here

SPACE4-AI: Design-time Managment of AI applications Resource Selection in Computing Continua

@21-22

Randeep Singh, Giulia Mazzilli

here

Optimal scheduling and capacity allocation problems for Deep Learning applications with stochastic execution times

@21-22

Lorenzo Marchi

here

Transient simulation of charge accumulation in HVDC cables during switching

@21-22

Alessandro Lombardi

here