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ORCIDJean Michel D. Sellier
Person information
- affiliation: Bulgarian Academy of Sciences, Sofia, Bulgaria
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2020 – today
- 2022
[j16]Pengyi Liao
, Jun Yan, Jean Michel D. Sellier, Yongxuan Zhang:
Divergence-Based Transferability Analysis for Self-Adaptive Smart Grid Intrusion Detection With Transfer Learning. IEEE Access 10: 68807-68818 (2022)
2010 – 2019
- 2019
- [j15]Jean Michel D. Sellier, Gaétan Marceau Caron, Jacob Leygonie:
Signed particles and neural networks, towards efficient simulations of quantum systems. J. Comput. Phys. 387: 154-162 (2019) - [i5]Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel D. Sellier, Yoshua Bengio:
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures. CoRR abs/1909.00949 (2019) - 2018
- [j14]K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier:
A genetic approach to automatic neural network architecture optimization. Neural Comput. Appl. 29(5): 1481-1492 (2018) - 2017
- [j13]K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier:
A neural network sensitivity analysis in the presence of random fluctuations. Neurocomputing 224: 177-183 (2017) - [j12]Kristina G. Kapanova, Ivan Dimov, Jean Michel D. Sellier:
On randomization of neural networks as a form of post-learning strategy. Soft Comput. 21(9): 2385-2393 (2017) - [i4]Jean Michel D. Sellier:
Combining Neural Networks and Signed Particles to Simulate Quantum Systems More Efficiently. CoRR abs/1710.10940 (2017) - 2016
- [j11]Jean Michel D. Sellier, Rosangela F. Sviercoski, Ivan Dimov:
On the Wigner Monte Carlo method coupled to pseudopotential models. J. Comput. Appl. Math. 293: 217-222 (2016) - [i3]K. G. Kapanova, Jean Michel D. Sellier:
Designing a High Performance Parallel Personal Cluster. CoRR abs/1607.04077 (2016) - 2015
- [j10]Jean Michel D. Sellier, D. Y. Ivanova, Ivan Tomov Dimov:
Molecular descriptors and quasi-distribution functions. Comput. Math. Appl. 70(11): 2726-2731 (2015) - [j9]Jean Michel D. Sellier, Ivan Dimov:
A sensitivity study of the Wigner Monte Carlo method. J. Comput. Appl. Math. 277: 87-93 (2015) - [j8]Jean Michel D. Sellier, Ivan Dimov:
On the simulation of indistinguishable fermions in the many-body Wigner formalism. J. Comput. Phys. 280: 287-294 (2015) - [j7]Jean Michel D. Sellier:
A signed particle formulation of non-relativistic quantum mechanics. J. Comput. Phys. 297: 254-265 (2015) - [j6]Sihong Shao, Jean Michel D. Sellier:
Comparison of deterministic and stochastic methods for time-dependent Wigner simulations. J. Comput. Phys. 300: 167-185 (2015) - [j5]Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Tomov Dimov, Siegfried Selberherr:
A comparison of approaches for the solution of the Wigner equation. Math. Comput. Simul. 107: 108-119 (2015) - [i2]K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier:
On randomization of neural networks as a form of post-learning strategy. CoRR abs/1511.08366 (2015) - 2014
- [j4]Jean Michel D. Sellier, Ivan Dimov:
The Wigner-Boltzmann Monte Carlo method applied to electron transport in the presence of a single dopant. Comput. Phys. Commun. 185(10): 2427-2435 (2014) - [j3]Jean Michel D. Sellier, Ivan Dimov:
A Wigner Monte Carlo approach to density functional theory. J. Comput. Phys. 270: 265-277 (2014) - [j2]Jean Michel D. Sellier, Ivan Dimov:
The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations. J. Comput. Phys. 273: 589-597 (2014) - [j1]Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr:
A benchmark study of the Wigner Monte Carlo method. Monte Carlo Methods Appl. 20(1): 43-51 (2014) - [c3]Jean Michel D. Sellier, Rayna Georgieva, Ivan Tomov Dimov:
Sensitivity Analysis of Design Parameters for Silicon Diodes. NMA 2014: 34-43 - 2013
- [c2]Philipp Schwaha, Mihail Nedjalkov, Siegfried Selberherr, Jean Michel D. Sellier, Ivan Dimov, Rayna Georgieva:
Stochastic Formulation of Newton's Acceleration. LSSC 2013: 178-185 - [c1]Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr:
The Role of Annihilation in a Wigner Monte Carlo Approach. LSSC 2013: 186-193 - 2012
- [i1]Jean Michel D. Sellier:
Archimedes, the Free Monte Carlo simulator. CoRR abs/1207.6575 (2012)
Coauthor Index
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