# Cristiano Malossi

## contact information

Research Staff Member, Foundations of Cognitive Solutions

Zurich Research Laboratory, Zurich, Switzerland

+41447248616

Zurich Research Laboratory, Zurich, Switzerland

+41447248616

## links

### Professional Associations

**Professional Associations:**ACM | Society for Industrial and Applied Mathematics

### more information

**More information:**Linkedin | ResearchGate | Google Scholar | Twitter

**2017**

Incremental Training of Deep Convolutional Neural Networks

Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios Nikolopoulos

Abstract

Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios Nikolopoulos

*International Workshop on Automatic Selection, Configuration and Composition of Machine Learning Algorithms*, 2017Abstract

Impact of temporal subsampling on accuracy and performance in practical video classification

Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Costas Bekas, Luca Benini

Abstract

Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Costas Bekas, Luca Benini

*Signal Processing Conference (EUSIPCO), 2017 25th European*,*pp. 996-1000*Abstract

Energy-Aware High Performance Computing

Martin Wlotzka, Vincent Heuveline, Manuel F. Dolz, M. Reza Heidari, Thomas Ludwig, A. Cristiano I. Malossi, Enrique S. Quintana-Orti

Abstract

Martin Wlotzka, Vincent Heuveline, Manuel F. Dolz, M. Reza Heidari, Thomas Ludwig, A. Cristiano I. Malossi, Enrique S. Quintana-Orti

*ICT-Energy Concepts for Energy Efficiency and Sustainability*, InTech, 2017Abstract

**2016**

First Experiences with ab initio Molecular Dynamics on OpenPOWER: The Case of CPMD

Valery Weber, A. Cristiano I. Malossi, Ivano Tavernelli, Teodoro Laino, Costas Bekas, Manish Modani, Nina Wilner, Tom Heller, Alessandro Curioni

Abstract

Valery Weber, A. Cristiano I. Malossi, Ivano Tavernelli, Teodoro Laino, Costas Bekas, Manish Modani, Nina Wilner, Tom Heller, Alessandro Curioni

*Proceedings of the ISC High Performance 2016 International Workshops, Frankfurt, Germany, June 19-23, 2016*,*pp. 228-234*Abstract

The Impact of Voltage-Frequency Scaling for the Matrix-Vector Product on the IBM POWER8

Sandra Catalan, A. Cristiano I. Malossi, Costas Bekas, Enrique S. Quintana-Orti

Abstract

Sandra Catalan, A. Cristiano I. Malossi, Costas Bekas, Enrique S. Quintana-Orti

*Proceedings of the 22nd International Conference on Parallel and Distributed Computing (Euro-Par 2016), Grenoble, France, August 24-26, 2016*,*pp. 103-116*Abstract

Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance

Peter W. J. Staar, Panagiotis K. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi, Ivano Tavernelli, Nikolaj Moll, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni

Abstract Best Paper Award Winner

Peter W. J. Staar, Panagiotis K. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi, Ivano Tavernelli, Nikolaj Moll, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni

*2016 IEEE International Parallel and Distributed Processing Symposium (IPDPS)*,*pp. 812-821*Abstract Best Paper Award Winner

**2015**

An Extreme-scale Implicit Solver for Complex PDEs: Highly Heterogeneous Flow in Earth's Mantle

Johann Rudi, A. Cristiano I. Malossi, Tobin Isaac, Georg Stadler, Michael Gurnis, Peter W. J. Staar, Yves Ineichen, Costas Bekas, Alessandro Curioni, Omar Ghattas

Abstract ACM Gordon Bell Prize Winner 2015

Johann Rudi, A. Cristiano I. Malossi, Tobin Isaac, Georg Stadler, Michael Gurnis, Peter W. J. Staar, Yves Ineichen, Costas Bekas, Alessandro Curioni, Omar Ghattas

*Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis*,*pp. 1-12*, ACM, 2015Abstract ACM Gordon Bell Prize Winner 2015

Systematic derivation of time and power models for linear algebra kernels on multicore architectures

A Cristiano, I Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S Quintana-Orti

Abstract

A Cristiano, I Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S Quintana-Orti

*Sustainable Computing: Informatics and Systems**7*, 24-40, 2015Abstract

Fast Exponential Computation on SIMD Architectures

A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni

Abstract

A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni

*HiPEAC 2015 - 1st Workshop On Approximate Computing (WAPCO)*Abstract

**2014**

Performance and energy-aware characterization of the sparse matrix-vector multiplication on multithreaded architectures

A. Cristiano, I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S. Quintana-Orti

A. Cristiano, I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S. Quintana-Orti

*43rd International Conference on Parallel Processing (ICPP), 3rd International Workshop on Power-aware Algorithms, Systems, and Architectures*,*pp. 139-148*, 2014
Massively Parallel and Near Linear Time Graph Analytics

Fazle E. Faisal, Yves Ineichen, A. Cristiano I. Malossi, Peter Staar, Costas Bekas, Alessandro Curioni

Abstract

Fazle E. Faisal, Yves Ineichen, A. Cristiano I. Malossi, Peter Staar, Costas Bekas, Alessandro Curioni

*SC'14*, 2014Abstract

Machine Learning Algorithms for the Performance and Energy-Aware Characterization of Linear Algebra Kernels on Multithreaded Architectures

A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S Quintana-Orti

Abstract

A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S Quintana-Orti

*SC'14*, 2014Abstract

Changing computing paradigms towards power efficiency

P. Klavik, A. Cristiano, I. Malossi, C. Bekas, A. Curioni

P. Klavik, A. Cristiano, I. Malossi, C. Bekas, A. Curioni

*Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences**372*(*2018*), 20130278, The Royal Society, 2014**2013**

On the continuity of mean total normal stress in geometrical multiscale cardiovascular problems

Pablo J. Blanco, Simone Deparis, A. Cristiano I. Malossi

Abstract

Pablo J. Blanco, Simone Deparis, A. Cristiano I. Malossi

*Journal of Computational Physics**251*, 136-155, Elsevier, 2013Abstract

Numerical comparison and calibration of geometrical multiscale models for the simulation of arterial flows

A. Cristiano I. Malossi, Jean Bonnemain

Abstract

A. Cristiano I. Malossi, Jean Bonnemain

*Cardiovascular Engineering and Technology**4*(*4*), 440-463, Springer, 2013Abstract

Implicit coupling of one-dimensional and three-dimensional blood flow models with compliant vessels

A. Cristiano I. Malossi, Pablo J. Blanco, Paolo Crosetto, Simone Deparis, Alfio Quarteroni

Abstract

A. Cristiano I. Malossi, Pablo J. Blanco, Paolo Crosetto, Simone Deparis, Alfio Quarteroni

*Multiscale Modeling & Simulation**11*(*2*), 474-506, SIAM, 2013Abstract

Numerical simulation of left ventricular assist device implantations: comparing the ascending and the descending aorta cannulations

Jean Bonnemain, A. Cristiano I. Malossi, Matteo Lesinigo, Simone Deparis, Alfio Quarteroni, Ludwig K. von Segesser

Abstract

Jean Bonnemain, A. Cristiano I. Malossi, Matteo Lesinigo, Simone Deparis, Alfio Quarteroni, Ludwig K. von Segesser

*Medical Engineering & Physics**35*(*10*), 1465-1475, Elsevier, 2013Abstract

**2012**

Partitioned Solution of Geometrical Multiscale Problems for the Cardiovascular System: Models, Algorithms, and Applications

A. Cristiano I. Malossi

Abstract

A. Cristiano I. Malossi

*Ph.D. Thesis*, Swiss Federal Institute of Technology in Lausanne (EPFL), 2012Abstract

Multiscale fluid-structure interaction simulation of anatomically correct left ventricle fluid dynamics with fictitious elastic structure regularization

Toni Lassila, A. Cristiano I. Malossi, M. Stevanella, E. Votta, A. Redaelli, S. Deparis

Technical Report, 2012

Abstract

Toni Lassila, A. Cristiano I. Malossi, M. Stevanella, E. Votta, A. Redaelli, S. Deparis

Technical Report, 2012

Abstract

A two-level time step technique for the partitioned solution of one-dimensional arterial networks

A. Cristiano I. Malossi, Pablo J. Blanco, Simone Deparis

Abstract

A. Cristiano I. Malossi, Pablo J. Blanco, Simone Deparis

*Computer Methods in Applied Mechanics and Engineering**237-240*, 212-226, Elsevier, 2012Abstract

**2011**

Algorithms for the coupling of one-dimensional arterial networks with three-dimensional fluid-structure interaction problems

A. Cristiano I. Malossi, Simone Deparis, Pablo J. Blanco

Abstract

A. Cristiano I. Malossi, Simone Deparis, Pablo J. Blanco

*Proceedings of the ECCOMAS Thematic International Conference on Simulation and Modeling of Biological Flows (SIMBIO 2011), September, 21-23*Abstract

Geometrical multiscale model of an idealized left ventricle with fluid-structure interaction effects coupled to a one-dimensional viscoelastic arterial network

Toni Lassila, A. Cristiano I. Malossi, Matteo Astorino, Simone Deparis

Abstract

Toni Lassila, A. Cristiano I. Malossi, Matteo Astorino, Simone Deparis

*Proceedings of the ECCOMAS Thematic International Conference on Simulation and Modeling of Biological Flows (SIMBIO 2011), September, 21-23*Abstract

An ALE-based numerical technique for modeling sedimentary basin evolution featuring layer deformations and faults

Matteo Longoni, A. Cristiano I. Malossi, Alfio Quarteroni, Andrea Villa, Paolo Ruffo

Abstract

Matteo Longoni, A. Cristiano I. Malossi, Alfio Quarteroni, Andrea Villa, Paolo Ruffo

*Journal of Computational Physics**230*(*8*), 3230-3248, Elsevier, 2011Abstract

Algorithms for the partitioned solution of weakly coupled fluid models for cardiovascular flows

A. Cristiano I. Malossi, Pablo J. Blanco, Simone Deparis, Alfio Quarteroni

Abstract

A. Cristiano I. Malossi, Pablo J. Blanco, Simone Deparis, Alfio Quarteroni

*International Journal for Numerical Methods in Biomedical Engineering**27*(*12*), 2035-2057, Wiley Online Library, 2011Abstract

**2010**

A robust and efficient conservative technique for simulating three-dimensional sedimentary basins dynamics

Matteo Longoni, A. Cristiano I. Malossi, Andrea Villa

Abstract

Matteo Longoni, A. Cristiano I. Malossi, Andrea Villa

*Computers & Fluids**39*(*10*), 1964-1976, Elsevier, 2010Abstract