Giovanni Lapenta

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 14

Top Topics

Machine Learning

Unsupervised Classification

Nonlinear Diffusion Filtering

Top Venues

J. Comput. Phys.

Comput. Phys. Commun.

Publications

Hongtao Liu, Xiaofeng Cai, Yong Cao, Giovanni Lapenta
An efficient energy conserving semi-Lagrangian kinetic scheme for the Vlasov-Ampère system. J. Comput. Phys. 492 (2023)
Hongtao Liu, Mengyu Chen, Xiaofeng Cai, Yong Cao, Giovanni Lapenta
A combined immersed finite element and conservative semi-Lagrangian scheme for plasma-material interactions. J. Comput. Phys. 488 (2023)
Hongtao Liu, Xiaofeng Cai, Giovanni Lapenta, Yong Cao
Conservative semi-Lagrangian kinetic scheme coupled with implicit finite element field solver for multidimensional Vlasov Maxwell system. Commun. Nonlinear Sci. Numer. Simul. 102 (2021)
Brecht Laperre, Jorge Amaya, Giovanni Lapenta
Identification of high order closure terms from fully kinetic simulations using machine learning. CoRR (2021)
Maria Elena Innocenti, Jorge Amaya, Joachim Raeder, Romain Dupuis, Banafsheh Ferdousi, Giovanni Lapenta
Unsupervised classification of simulated magnetospheric regions. CoRR (2021)
Brecht Laperre, Jorge Amaya, Giovanni Lapenta
Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine Learning. CoRR (2020)
Diego Gonzalez-Herrero, Alfredo Micera, Elisabetta Boella, Jaeyoung Park, Giovanni Lapenta
ECsim-CYL: Energy Conserving Semi-Implicit particle in cell simulation in axially symmetric cylindrical coordinates. Comput. Phys. Commun. 236 (2019)
Vyacheslav Olshevsky, Fabio Bacchini, Stefaan Poedts, Giovanni Lapenta
Slurm: Fluid particle-in-cell code for plasma modeling. Comput. Phys. Commun. 235 (2019)
Diego Gonzalez-Herrero, Elisabetta Boella, Giovanni Lapenta
Performance analysis and implementation details of the Energy Conserving Semi-Implicit Method code (ECsim). Comput. Phys. Commun. 229 (2018)
Giovanni Lapenta
Exactly energy conserving semi-implicit particle in cell formulation. J. Comput. Phys. 334 (2017)
Fabio Bacchini, Vyacheslav Olshevsky, Stefaan Poedts, Giovanni Lapenta
A new Particle-in-Cell method for modeling magnetized fluids. Comput. Phys. Commun. 210 (2017)
Maria Elena Innocenti, Alec Johnson, Stefano Markidis, Jorge Amaya, Jan Deca, Vyacheslav Olshevsky, Giovanni Lapenta
Progress towards physics-based space weather forecasting with exascale computing. Adv. Eng. Softw. 111 (2017)
Kirit D. Makwana, Rony Keppens, Giovanni Lapenta
Two-way coupling of magnetohydrodynamic simulations with embedded particle-in-cell simulations. Comput. Phys. Commun. 221 (2017)
Maria Elena Innocenti, A. Beck, Stefano Markidis, Giovanni Lapenta
Momentum conservation in Multi-Level Multi-Domain (MLMD) simulations. J. Comput. Phys. 312 (2016)
Maria Elena Innocenti, A. Beck, T. Ponweiser, Stefano Markidis, Giovanni Lapenta
Introduction of temporal sub-stepping in the Multi-Level Multi-Domain semi-implicit Particle-In-Cell code Parsek2D-MLMD. Comput. Phys. Commun. 189 (2015)
A. Vapirev, Jan Deca, Giovanni Lapenta, Stefano Markidis, Ibrahim Hur, Jean-Luc Cambier
Initial results on computational performance of Intel many integrated core, sandy bridge, and graphical processing unit architectures: implementation of a 1D c++/OpenMP electrostatic particle-in-cell code. Concurr. Comput. Pract. Exp. 27 (3) (2015)
Roel Wuyts, Tom Haber, Giovanni Lapenta
Helsim: A Particle-in-cell Simulator for Highly Imbalanced Particle Distributions. ICCS (2015)
Ivy Bo Peng, Stefano Markidis, Andris Vaivads, Juris Vencels, Jorge Amaya, Andrey Divin, Erwin Laure, Giovanni Lapenta
The Formation of a Magnetosphere with Implicit Particle-in-Cell Simulations. ICCS (2015)
Lars K. S. Daldorff, Gábor Tóth, Tamas I. Gombosi, Giovanni Lapenta, Jorge Amaya, Stefano Markidis, Jeremiah U. Brackbill
Two-way coupling of a global Hall magnetohydrodynamics model with a local implicit particle-in-cell model. J. Comput. Phys. 268 (2014)
A. Beck, Maria Elena Innocenti, Giovanni Lapenta, Stefano Markidis
Multi-level multi-domain algorithm implementation for two-dimensional multiscale particle in cell simulations. J. Comput. Phys. 271 (2014)
Stefano Markidis, Pierre Henri, Giovanni Lapenta, Kjell Rönnmark, Maria Hamrin, Zakaria Meliani, Erwin Laure
The Fluid-Kinetic Particle-in-Cell method for plasma simulations. J. Comput. Phys. 271 (2014)
Pawan Kumar, Stefano Markidis, Giovanni Lapenta, Karl Meerbergen, Dirk Roose
High Performance Solvers for Implicit Particle in Cell Simulation. ICCS (2013)
Giovanni Lapenta, Stefano Markidis, Stefaan Poedts, Dean Vucinic
Space Weather Prediction and Exascale Computing. Comput. Sci. Eng. 15 (5) (2013)
Maria Elena Innocenti, Giovanni Lapenta, Stefano Markidis, A. Beck, A. Vapirev
A Multi Level Multi Domain Method for Particle In Cell plasma simulations. J. Comput. Phys. 238 (2013)
Giovanni Lapenta
Particle simulations of space weather. J. Comput. Phys. 231 (3) (2012)
Damián Alvarez Mallón, Norbert Eicker, Maria Elena Innocenti, Giovanni Lapenta, Thomas Lippert, Estela Suarez
On the scalability of the clusters-booster concept: a critical assessment of the DEEP architecture. FutureHPC@ICS (2012)
Stefano Markidis, Giovanni Lapenta
The energy conserving particle-in-cell method. J. Comput. Phys. 230 (18) (2011)
Giovanni Lapenta
Space Weather Prediction with Exascale Computing CoRR (2011)
Giovanni Lapenta
DEMOCRITUS: An adaptive particle in cell (PIC) code for object-plasma interactions. J. Comput. Phys. 230 (12) (2011)
Gianluca Zuccaro, Giovanni Lapenta, F. Ferrero, G. Maizza
Multiphase and multiphysics particle in cell simulation of soot deposition inside a diesel particulate filter single channel. Comput. Phys. Commun. 182 (2) (2011)
Stefano Markidis, Giovanni Lapenta
Development and performance analysis of a UPC Particle-in-Cell code. PGAS (2010)
Stefano Markidis, Giovanni Lapenta, Rizwan Uddin
Multi-scale simulations of plasma with iPIC3D. Math. Comput. Simul. 80 (7) (2010)
Gian Luca Delzanno, Luis Chacón, John M. Finn, Yeo-Jin Chung, Giovanni Lapenta
An optimal robust equidistribution method for two-dimensional grid adaptation based on Monge-Kantorovich optimization. J. Comput. Phys. 227 (23) (2008)
Giovanni Lapenta, Luis Chacón
Cost-effectiveness of fully implicit moving mesh adaptation: A practical investigation in 1D. J. Comput. Phys. 219 (1) (2006)
Luis Chacón, Giovanni Lapenta
A fully implicit, nonlinear adaptive grid strategy. J. Comput. Phys. 212 (2) (2006)
Giovanni Lapenta, Stefano Markidis
Plug and Play Approach to Validation of Particle-Based Algorithms. International Conference on Computational Science (3) (2005)
Jianwei Ju, Giovanni Lapenta
Predictor-Corrector Preconditioned Newton-Krylov Method For Cavity Flow. International Conference on Computational Science (1) (2005)
Stefano Markidis, Giovanni Lapenta, W. B. VanderHeyden, Zoran Budimlic
Implementation and performance of a particle-in-cell code written in Java. Concurr. Pract. Exp. 17 (7-8) (2005)
Gianluca Zuccaro, Giovanni Lapenta, G. Maizza
Particle in cell simulation of combustion synthesis of TiC nanoparticles. Comput. Phys. Commun. 162 (2) (2004)
Stefano Markidis, Giovanni Lapenta, W. B. VanderHeyden
Parsek: object oriented particle in cell. implementation and performance issues. Java Grande (2002)