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M

Mihai‐Cosmin Marinica

Universite Paris Saclay

30H-index
98Paper Count
3.5KCitation Count
Published Papers 45
Publication Date
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Segregation of hydrogen on screw dislocations in tungsten and its impact on dislocation mobility
errActa Materialia
IF9.3
err2026-01-01
err1
errOAAI
errLeveau, Thomas; Ventelon, Lisa; Marinica, Mihai-Cosmin; Clouet, Emmanuel
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Score matching the descriptor density of states for model-agnostic free energy estimation
errNature Communications
IF15.7
err2025-12-08
err0
errOAAI
errThomas D. Swinburne; Clovis Lapointe; Mihai-Cosmin Marinica
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High-throughput analysis of dislocation loops in irradiated metals using Mask R-CNN
errMICRON
IF2.2
err2025-10-01
err2
errOAAI
errSalvador, Camilo A. F.; Bilyk, Thomas; Dartois, Antoine; Vessier-alary, Lisa; Meslin, Estelle; Marinica, Mihai-Cosmin
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Accelerating the Structure Exploration of Diverse Bi-Pt Nanoclusters via Physics-Informed Machine Learning Potential and Particle Swarm Optimization
errCHEMPHYSCHEM
IF2.2
err2025-09-01
err0
errOAAI
errVangheluwe, Raphael; Clavaguera, Carine; Truong, Minh-Tue; Domin, Dominik; Pham, Huy Cong; Marinica, Mihai-Cosmin; Van-Oanh, Nguyen-Thi
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Designing hybrid descriptors for improved machine learning models in atomistic materials science simulations
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-01-01
err0
errOAAI
errDezaphie, Alexandre; Lapointe, Clovis; Goryaeva, Alexandra M.; Creuze, Jerome; Marinica, Mihai-Cosmin
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errSave
Structure and coherency of bcc Nb precipitates in hcp Zr matrix from atomistic simulations
errPHYSICAL REVIEW MATERIALS
IF3.4
err2024-11-07
err0
PREAI
errFan, Zhengxuan; Maras, Emile; Cottura, Maeva; Marinica, Mihai-Cosmin; Clouet, Emmanuel
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errSave
Accurate quantification of dislocation loops in complex functional alloys enabled by deep learning image analysis
errSCIENTIFIC REPORTS
IF3.9
err2024-10-24
err0
errOAAI
errBilyk, Thomas; Goryaeva, Alexandra. M.; Marinica, Mihai-Cosmin; Flament, Camille; Sabathier, Catherine; Leroy, Eric; Loyer-Prost, Marie; Meslin, Estelle
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errSave
Neighbors Map: An efficient atomic descriptor for structural analysis
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2024-01-01
err4
PREAI
errAllera, Arnaud; Goryaeva, Alexandra M.; Lafourcade, Paul; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin
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errSave
Robust crystal structure identification at extreme conditions using a density-independent spectral descriptor and supervised learning
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2023-10-01
err3
errOAAI
errLafourcade, Paul; Maillet, Jean-Bernard; Denoual, Christophe; Duval, Eleonore; Allera, Arnaud; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin
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Compact A15 Frank-Kasper nano-phases at the origin of dislocation loops in face-centred cubic metals
errNATURE COMMUNICATIONS
IF15.7
err2023-05-25
err8
errOAAI
errGoryaeva, Alexandra M.; Domain, Christophe; Chartier, Alain; Dezaphie, Alexandre; Swinburne, Thomas D.; Ma, Kan; Loyer-Prost, Marie; Creuze, Jerome; Marinica, Mihai-Cosmin
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Calculation of dislocation binding to helium-vacancy defects in tungsten using hybrid ab initio-machine learning methods
errACTA MATERIALIA
IF9.3
err2023-04-01
err12
errOAAI
errGrigorev, Petr; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin; Kermode, James R.; Swinburne, Thomas D.
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errSave
Anharmonic thermo-elasticity of tungsten from accelerated Bayesian adaptive biasing force calculations with data-driven force fields
errPHYSICAL REVIEW MATERIALS
IF3.4
err2023-02-13
err5
PREAI
errZhong, Anruo; Lapointe, Clovis; Goryaeva, Alexandra M.; Baima, Jacopo; Athenes, Manuel; Marinica, Mihai-Cosmin
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errSave
Numerical investigation of dislocation climb under stress and irradiation
errACTA MATERIALIA
IF9.3
err2023-01-01
err8
errOAAI
errDa Fonseca, D.; Onimus, F.; Mompiou, F.; Marinica, M. -C.; de Sonis, E.; Clouet, E.; Jourdan, T.
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errSave
Machine learning surrogate models for strain-dependent vibrational properties and migration rates of point defects
errPHYSICAL REVIEW MATERIALS
IF3.4
err2022-11-29
err6
errOAAI
errLapointe, Clovis; Swinburne, Thomas D.; Proville, Laurent; Becquart, Charlotte S.; Mousseau, Normand; Marinica, Mihai-Cosmin
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errSave
On Sampling Minimum Energy Path
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2022-09-08
err5
errOAAI
errRamil, Mouad; Boudier, Caroline; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin; Maillet, Jean-Bernard
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errSave
Efficient and transferable machine learning potentials for the simulation of crystal defects in bcc Fe and W
errPHYSICAL REVIEW MATERIALS
IF3.4
err2021-10-21
err48
errOAAI
errGoryaeva, Alexandra M.; Deres, Julien; Lapointe, Clovis; Grigorev, Petr; Swinburne, Thomas D.; Kermode, James R.; Ventelon, Lisa; Baima, Jacopo; Marinica, Mihai-Cosmin
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Data-driven magneto-elastic predictions with scalable classical spin-lattice dynamics
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2021-09-28
err32
errOAAI
errNikolov, Svetoslav; Wood, Mitchell A.; Cangi, Attila; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin; Thompson, Aidan P.; Desjarlais, Michael P.; Tranchida, Julien
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Atomic scale simulations for the diffusion-assisted crossing of dislocation anchored by vacancy clusters
errPHYSICAL REVIEW MATERIALS
IF3.4
err2020-10-02
err7
PREAI
errDos Reis, Marie Landeiro; Proville, Laurent; Marinica, Mihai-Cosmin; Sauzay, Maxime
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Reinforcing materials modelling by encoding the structures of defects in crystalline solids into distortion scores
errNATURE COMMUNICATIONS
IF15.7
err2020-09-17
err36
errOAAI
errGoryaeva, Alexandra M.; Lapointe, Clovis; Dai, Chendi; Deres, Julien; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin
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errSave
Machine learning surrogate models for prediction of point defect vibrational entropy
errPHYSICAL REVIEW MATERIALS
IF3.4
err2020-06-15
err14
errOAAI
errLapointe, Clovis; Swinburne, Thomas D.; Thiry, Louis; Mallat, Stephane; Proville, Laurent; Becquart, Charlotte S.; Marinica, Mihai-Cosmin
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Research Directions

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Co-authors
Cooperation Journals
S
S. L. Dudarev
H-index: 66 · Papers: 401
C
Christophe Domain
H-index: 58 · Papers: 339
S
Stéphane Mallat
H-index: 57 · Papers: 250
D
D. Nguyen-Manh
H-index: 50 · Papers: 278
F
F. Willaime
H-index: 50 · Papers: 110
View more