Mihai‐Cosmin Marinica - Publications, H-index & Citations

Mihai‐Cosmin Marinica

Universite Paris Saclay

30H指数

98论文数

3.5K被引数

收录论文 45

发表时间

Segregation of hydrogen on screw dislocations in tungsten and its impact on dislocation mobility 钨中氢在螺位错上的偏聚及其对位错迁移率的影响

Acta Materialia

IF9.3

2026-01-01

OAAI

Leveau, Thomas; Ventelon, Lisa; Marinica, Mihai-Cosmin; Clouet, Emmanuel

Score matching the descriptor density of states for model-agnostic free energy estimation 与描述符态密度匹配的模型无关自由能估计

Nature Communications

IF15.7

2025-12-08

OAAI

Thomas D. Swinburne; Clovis Lapointe; Mihai-Cosmin Marinica

High-throughput analysis of dislocation loops in irradiated metals using Mask R-CNN

MICRON

IF2.2

2025-10-01

OAAI

Salvador, Camilo A. F.; Bilyk, Thomas; Dartois, Antoine; Vessier-alary, Lisa; Meslin, Estelle; Marinica, Mihai-Cosmin

Accelerating the Structure Exploration of Diverse Bi-Pt Nanoclusters via Physics-Informed Machine Learning Potential and Particle Swarm Optimization 通过物理信息机器学习势函数和粒子群优化加速多样化Bi-Pt纳米簇的结构探索

CHEMPHYSCHEM

IF2.2

2025-09-01

OAAI

Vangheluwe, Raphael; Clavaguera, Carine; Truong, Minh-Tue; Domin, Dominik; Pham, Huy Cong; Marinica, Mihai-Cosmin; Van-Oanh, Nguyen-Thi

Designing hybrid descriptors for improved machine learning models in atomistic materials science simulations 为原子材料科学模拟中的改进机器学习模型设计混合描述符

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2025-01-01

OAAI

Dezaphie, Alexandre; Lapointe, Clovis; Goryaeva, Alexandra M.; Creuze, Jerome; Marinica, Mihai-Cosmin

Structure and coherency of bcc Nb precipitates in hcp Zr matrix from atomistic simulations

PHYSICAL REVIEW MATERIALS

IF3.4

2024-11-07

PREAI

Fan, Zhengxuan; Maras, Emile; Cottura, Maeva; Marinica, Mihai-Cosmin; Clouet, Emmanuel

Accurate quantification of dislocation loops in complex functional alloys enabled by deep learning image analysis

SCIENTIFIC REPORTS

IF3.9

2024-10-24

OAAI

Bilyk, Thomas; Goryaeva, Alexandra. M.; Marinica, Mihai-Cosmin; Flament, Camille; Sabathier, Catherine; Leroy, Eric; Loyer-Prost, Marie; Meslin, Estelle

Neighbors Map: An efficient atomic descriptor for structural analysis 邻居图: 用于结构分析的有效原子描述符

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2024-01-01

PREAI

Allera, Arnaud; Goryaeva, Alexandra M.; Lafourcade, Paul; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin

Robust crystal structure identification at extreme conditions using a density-independent spectral descriptor and supervised learning

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2023-10-01

OAAI

Lafourcade, Paul; Maillet, Jean-Bernard; Denoual, Christophe; Duval, Eleonore; Allera, Arnaud; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin

Compact A15 Frank-Kasper nano-phases at the origin of dislocation loops in face-centred cubic metals

NATURE COMMUNICATIONS

IF15.7

2023-05-25

OAAI

Goryaeva, Alexandra M.; Domain, Christophe; Chartier, Alain; Dezaphie, Alexandre; Swinburne, Thomas D.; Ma, Kan; Loyer-Prost, Marie; Creuze, Jerome; Marinica, Mihai-Cosmin

Calculation of dislocation binding to helium-vacancy defects in tungsten using hybrid ab initio-machine learning methods 用混合从头算机器学习方法计算钨中氦空位缺陷的位错结合

ACTA MATERIALIA

IF9.3

2023-04-01

OAAI

Grigorev, Petr; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin; Kermode, James R.; Swinburne, Thomas D.

Anharmonic thermo-elasticity of tungsten from accelerated Bayesian adaptive biasing force calculations with data-driven force fields

PHYSICAL REVIEW MATERIALS

IF3.4

2023-02-13

PREAI

Zhong, Anruo; Lapointe, Clovis; Goryaeva, Alexandra M.; Baima, Jacopo; Athenes, Manuel; Marinica, Mihai-Cosmin

Numerical investigation of dislocation climb under stress and irradiation

ACTA MATERIALIA

IF9.3

2023-01-01

OAAI

Da Fonseca, D.; Onimus, F.; Mompiou, F.; Marinica, M. -C.; de Sonis, E.; Clouet, E.; Jourdan, T.

Machine learning surrogate models for strain-dependent vibrational properties and migration rates of point defects

PHYSICAL REVIEW MATERIALS

IF3.4

2022-11-29

OAAI

Lapointe, Clovis; Swinburne, Thomas D.; Proville, Laurent; Becquart, Charlotte S.; Mousseau, Normand; Marinica, Mihai-Cosmin

On Sampling Minimum Energy Path

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2022-09-08

OAAI

Ramil, Mouad; Boudier, Caroline; Goryaeva, Alexandra M.; Marinica, Mihai-Cosmin; Maillet, Jean-Bernard

Efficient and transferable machine learning potentials for the simulation of crystal defects in bcc Fe and W 用于模拟bcc Fe和W中晶体缺陷的有效且可转移的机器学习潜力

PHYSICAL REVIEW MATERIALS

IF3.4

2021-10-21

OAAI

Goryaeva, Alexandra M.; Deres, Julien; Lapointe, Clovis; Grigorev, Petr; Swinburne, Thomas D.; Kermode, James R.; Ventelon, Lisa; Baima, Jacopo; Marinica, Mihai-Cosmin

Data-driven magneto-elastic predictions with scalable classical spin-lattice dynamics 具有可扩展经典自旋晶格动力学的数据驱动的磁弹性预测

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-09-28

OAAI

Nikolov, Svetoslav; Wood, Mitchell A.; Cangi, Attila; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin; Thompson, Aidan P.; Desjarlais, Michael P.; Tranchida, Julien

Atomic scale simulations for the diffusion-assisted crossing of dislocation anchored by vacancy clusters

PHYSICAL REVIEW MATERIALS

IF3.4

2020-10-02

PREAI

Dos Reis, Marie Landeiro; Proville, Laurent; Marinica, Mihai-Cosmin; Sauzay, Maxime

Reinforcing materials modelling by encoding the structures of defects in crystalline solids into distortion scores

NATURE COMMUNICATIONS

IF15.7

2020-09-17

OAAI

Goryaeva, Alexandra M.; Lapointe, Clovis; Dai, Chendi; Deres, Julien; Maillet, Jean-Bernard; Marinica, Mihai-Cosmin