Francesco Montalenti

university of milano-bicocca

H指数:34

被引数:4,774

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Resolving the metastable Si-XIII structure through convergent theory and experiment

通过收敛理论与实验解析亚稳态Si-XIII结构

Acta Materialia

IF9.3

2026-09-110

OAAI

Learning lattice Kinetic Monte Carlo stochastic surface dynamics with Deep Generative Adversarial Networks

学习晶格动力学蒙特卡洛随机表面动力学与深度生成对抗网络

Acta Materialia

IF9.3

2026-03-260

PRE

A parametrically-Conditioned Deep Learning Surrogate for Coherent Spinodal Decomposition

用于相干旋节线分解的参数化条件深度学习代理

Advanced Theory and Simulations

IF2.9

2026-02-020

OAAI

Deep learning for simulating the evolution of condensed matter systems at the continuum scale: methods and applications

深度学习在连续尺度上模拟凝聚态系统演化的方法与应用

JOURNAL OF PHYSICS-CONDENSED MATTER

IF2.6

2025-10-060

PRE

Unraveling the atomic-scale pathways driving pressure-induced phase transitions in silicon

解开驱动硅中压力诱导相变的原子尺度途径

MATERIALS TODAY NANO

IF8.2

2025-03-011

OAAI

Quantitative analysis of the prediction performance of a Convolutional Neural Network evaluating the surface elastic energy of a strained film

评估应变膜表面弹性能的卷积神经网络预测性能的定量分析

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2025-02-010

PRE

Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired neural networks for the 3D microstructure evolution of materials via Cahn-Hilliard flow

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-10-180

Development of a machine learning interatomic potential for exploring pressure-dependent kinetics of phase transitions in germanium

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2024-07-022

PRE

Near-Infrared Light Trapping and Avalanche Multiplication in Silicon Epitaxial Microcrystals

ADVANCED OPTICAL MATERIALS

IF7.2

2024-04-130

OAAI

Silicon phase transitions in nanoindentation: Advanced molecular dynamics simulations with machine learning phase recognition

ACTA MATERIALIA

IF9.3

2024-01-0112

Polytypic quantum wells in Si and Ge: impact of 2D hexagonal inclusions on electronic band structure

NANOSCALE HORIZONS

IF6.6

2024-01-010

Accurate generation of stochastic dynamics based on multi-model generative adversarial networks

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2023-10-121

In-Plane Nanowire Growth of Topological Crystalline Insulator Pb1-xSnxTe

拓扑晶体绝缘体Pb1-xSnxTe的面内纳米线生长

ADVANCED FUNCTIONAL MATERIALS

IF19

2023-08-220

OAAI

Machine learning potential for interacting dislocations in the presence of free surfaces (vol 12, 3760, 2022)

SCIENTIFIC REPORTS

IF3.9

2023-07-110

OAAI

Morphological evolution via surface diffusion learned by convolutional, recurrent neural networks: Extrapolation and prediction uncertainty

PHYSICAL REVIEW MATERIALS

IF3.4

2022-10-034

Machine learning potential for interacting dislocations in the presence of free surfaces

SCIENTIFIC REPORTS

IF3.9

2022-03-088

OAAI

Atomic-scale insights on the formation of ordered arrays of edge dislocations in Ge/Si(001) films via molecular dynamics simulations

SCIENTIFIC REPORTS

IF3.9

2022-02-259

OAAI

Phase-field modeling of the morphological evolution of ringlike structures during growth: Thermodynamics, kinetics, and template effects

PHYSICAL REVIEW MATERIALS

IF3.4

2022-02-113

PRE

New insights into the electronic states of the Ge(001) surface by joint angle-resolved photoelectron spectroscopy and first-principle calculation investigation

通过联合角分辨光电子能谱和第一性原理计算研究对Ge(001) 表面电子态的新见解

APPLIED SURFACE SCIENCE

IF6.9

2022-01-012

PRE

Faceting of Si and Ge crystals grown on deeply patterned Si substrates in the kinetic regime: phase-field modelling and experiments

SCIENTIFIC REPORTS

IF3.9

2021-09-224

OAAI

Francesco Montalenti

个人简介

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