Jean Michel D. Sellier

24 papers Journal 21Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
Divergence-Based Transferability Analysis for Self-Adaptive Smart Grid Intrusion Detection With Transfer Learning.
IEEE Access
Pengyi Liao, Jun Yan, Jean Michel D. Sellier, Yongxuan Zhang
2019 J jnl
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures.
CoRR
Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel D. Sellier, Yoshua Bengio
2019 J jnl
Signed particles and neural networks, towards efficient simulations of quantum systems.
J. Comput. Phys.
Jean Michel D. Sellier, Gaétan Marceau Caron, Jacob Leygonie
2018 J jnl
A genetic approach to automatic neural network architecture optimization.
Neural Comput. Appl.
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
2017 J jnl
A neural network sensitivity analysis in the presence of random fluctuations.
Neurocomputing
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
2017 J jnl
Combining Neural Networks and Signed Particles to Simulate Quantum Systems More Efficiently.
CoRR
Jean Michel D. Sellier
2017 J jnl
On randomization of neural networks as a form of post-learning strategy.
Soft Comput.
Kristina G. Kapanova, Ivan Dimov, Jean Michel D. Sellier
2016 J jnl
Designing a High Performance Parallel Personal Cluster.
CoRR
K. G. Kapanova, Jean Michel D. Sellier
2016 J jnl
On the Wigner Monte Carlo method coupled to pseudopotential models.
J. Comput. Appl. Math.
Jean Michel D. Sellier, Rosangela F. Sviercoski, Ivan Dimov
2015 J jnl
A comparison of approaches for the solution of the Wigner equation.
Math. Comput. Simul.
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Tomov Dimov, Siegfried Selberherr
2015 J jnl
A sensitivity study of the Wigner Monte Carlo method.
J. Comput. Appl. Math.
Jean Michel D. Sellier, Ivan Dimov
2015 J jnl
A signed particle formulation of non-relativistic quantum mechanics.
J. Comput. Phys.
Jean Michel D. Sellier
2015 J jnl
Comparison of deterministic and stochastic methods for time-dependent Wigner simulations.
J. Comput. Phys.
Sihong Shao, Jean Michel D. Sellier
2015 J jnl
Molecular descriptors and quasi-distribution functions.
Comput. Math. Appl.
Jean Michel D. Sellier, D. Y. Ivanova, Ivan Tomov Dimov
2015 J jnl
On randomization of neural networks as a form of post-learning strategy.
CoRR
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
2015 J jnl
On the simulation of indistinguishable fermions in the many-body Wigner formalism.
J. Comput. Phys.
Jean Michel D. Sellier, Ivan Dimov
2014 J jnl
A Wigner Monte Carlo approach to density functional theory.
J. Comput. Phys.
Jean Michel D. Sellier, Ivan Dimov
2014 J jnl
A benchmark study of the Wigner Monte Carlo method.
Monte Carlo Methods Appl.
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr
2014 — conf
Sensitivity Analysis of Design Parameters for Silicon Diodes.
NMA
Jean Michel D. Sellier, Rayna Georgieva, Ivan Tomov Dimov
2014 J jnl
The Wigner-Boltzmann Monte Carlo method applied to electron transport in the presence of a single dopant.
Comput. Phys. Commun.
Jean Michel D. Sellier, Ivan Dimov
2014 J jnl
The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations.
J. Comput. Phys.
Jean Michel D. Sellier, Ivan Dimov
2013 — conf
Stochastic Formulation of Newton's Acceleration.
LSSC
Philipp Schwaha, Mihail Nedjalkov, Siegfried Selberherr, Jean Michel D. Sellier, Ivan Dimov, Rayna Georgieva
2013 — conf
The Role of Annihilation in a Wigner Monte Carlo Approach.
LSSC
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr
2012 J jnl
Archimedes, the Free Monte Carlo simulator
CoRR
Jean Michel D. Sellier