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Dive into the research topics where Katerina Ioannidou is active.

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Featured researches published by Katerina Ioannidou.


Proceedings of the National Academy of Sciences of the United States of America | 2016

Mesoscale texture of cement hydrates

Katerina Ioannidou; Konrad J. Krakowiak; Mathieu Bauchy; Christian G. Hoover; Enrico Masoero; Sidney Yip; Franz-Josef Ulm; Pierre Levitz; Roland J.-M. Pellenq; Emanuela Del Gado

Significance Calcium–silicate–hydrate (C–S–H) nanoscale gels are the main binding agent in cement and concrete, crucial for the strength and the long-term evolution of the material. Even more than the molecular structure, the C–S–H mesoscale amorphous texture over hundreds of nanometers plays a crucial role for material properties. We use a statistical physics framework for aggregating nanoparticles and numerical simulations to obtain a first, to our knowledge, quantitative model for such a complex material. The extensive comparison with experiments ranging from small-angle neutron scattering, SEM, adsorption/desorption of N2, and water to nanoindentation provides new fundamental insights into the microscopic origin of the properties measured. Strength and other mechanical properties of cement and concrete rely upon the formation of calcium–silicate–hydrates (C–S–H) during cement hydration. Controlling structure and properties of the C–S–H phase is a challenge, due to the complexity of this hydration product and of the mechanisms that drive its precipitation from the ionic solution upon dissolution of cement grains in water. Departing from traditional models mostly focused on length scales above the micrometer, recent research addressed the molecular structure of C–S–H. However, small-angle neutron scattering, electron-microscopy imaging, and nanoindentation experiments suggest that its mesoscale organization, extending over hundreds of nanometers, may be more important. Here we unveil the C–S–H mesoscale texture, a crucial step to connect the fundamental scales to the macroscale of engineering properties. We use simulations that combine information of the nanoscale building units of C–S–H and their effective interactions, obtained from atomistic simulations and experiments, into a statistical physics framework for aggregating nanoparticles. We compute small-angle scattering intensities, pore size distributions, specific surface area, local densities, indentation modulus, and hardness of the material, providing quantitative understanding of different experimental investigations. Our results provide insight into how the heterogeneities developed during the early stages of hydration persist in the structure of C–S–H and impact the mechanical performance of the hardened cement paste. Unraveling such links in cement hydrates can be groundbreaking and controlling them can be the key to smarter mix designs of cementitious materials.


Nature Communications | 2016

The crucial effect of early-stage gelation on the mechanical properties of cement hydrates.

Katerina Ioannidou; Matej Kanduč; Lunna Li; Daan Frenkel; Jure Dobnikar; Emanuela Del Gado

Gelation and densification of calcium–silicate–hydrate take place during cement hydration. Both processes are crucial for the development of cement strength, and for the long-term evolution of concrete structures. However, the physicochemical environment evolves during cement formation, making it difficult to disentangle what factors are crucial for the mechanical properties. Here we use Monte Carlo and Molecular Dynamics simulations to study a coarse-grained model of cement formation, and investigate the equilibrium and arrested states. We can correlate the various structures with the time evolution of the interactions between the nano-hydrates during the preparation of cement. The novel emerging picture is that the changes of the physicochemical environment, which dictate the evolution of the effective interactions, specifically favour the early gel formation and its continuous densification. Our observations help us understand how cement attains its unique strength and may help in the rational design of the properties of cement and related materials.


Journal of Nanomechanics and Micromechanics | 2017

Inhomogeneity in Cement Hydrates: Linking Local Packing to Local Pressure

Katerina Ioannidou; Emanuela Del Gado; Franz-Josef Ulm; Roland J.-M. Pellenq

AbstractNanoscale structural heterogeneities were recently revealed in computational and experimental studies of calcium silicate hydrates in hardened cement pastes. In this work their consequences...


10th International Conference on Mechanics and Physics of Creep, Shrinkage, and Durability of Concrete and Concrete StructuresRILEMAmerican Society of Civil Engineers | 2015

The Meso-Scale Texture of Cement Hydrate Gels: Out-of-Equilibrium Evolution and Thermodynamic Driving

Emanuela Del Gado; Katerina Ioannidou; Enrico Masoero; Roland J.-M. Pellenq; Franz-Josef Ulm; Sidney Yip

By the end of cement hydration calcium-silicate-hydrate (C-S-H) gels extends over tens and hundreds of nanometers. Their complex texture affects directly, and to a large extent, the macroscopic hygrothermal and mechanical behavior of cement. Here the authors review a statistical physics approach recently developed, which allows us to investigate the gel formation under the out-of-equilibrium conditions typical of cement hydration and the role of the nano-scale structure in C-S-H mechanics upon hardening. The authors investigations have unveiled the role, in the C-S-H gels, of nano-scale structural and mechanical heterogeneities that develop due to the the far-from-equilibrium physico-chemical environment in which the material forms. A subtle interplay between the out-of-equilibrium evolution and the effective interactions emerging between the nano-scale units of the gels at different stages of the hydration process ultimately determines the mesoscale texture of cement hydrates and their material properties.


Mechanics and Physics of Creep, Shrinkage, and Durability of Concrete: A Tribute to Zdeněk P. Bažant | 2013

Nanoscale Numerical Study of C-S-H Precipitation and Gelation

Emanuela Del Gado; Katerina Ioannidou

Mechanical and viscoelastic behavior of cement crucially depends on the Calcium-Silicate-Hydrate (C-S-H) gels, the glue of cement, and on the slow evolution (aging) of its local composition and morphology. Hence, design of high performance and more environmentally friendly cement demands a deeper understanding of physical processes underlying the precipitation process, when the C-S-H gel develops, and cement sets. C-S-H gel forms and become denser by precipitation of colloidal particles of few nanometers within a couple of hours. To access the relevant length and time scale for the development of the microstructure and of the mechanical strength of C-S-H gel, we developed a coarse-grained colloidal model for precipitation of C-S-H nano-particles using a combination of Monte Carlo and Molecular Dynamics numerical simulations. The microstructure of C-S-H gel is determined by the chemical conditions and the continuous particle precipitation that drives the system out of equilibrium. In our simulations, we control the chemical conditions by the effective interaction of the C-S-H particles and the particle precipitation rate. Here, we compare results on the evolution of C-S-H microstructure for two different effective interactions that comply with experimental and theoretical finding on C-S-H, and different precipitation rates. In particular, we can monitor the development and the evolution of the microstructure and mechanical properties of C-S-H during the precipitation. Combining this information, we aim at rationalizing how the precipitation process can be tuned to control the microstructure formation and, hence, the mechanical performance of C-S-H.


Journal of Chemical Physics | 2018

Atomistic and mesoscale simulation of sodium and potassium adsorption in cement paste

Alice Dufresne; Jack Arayro; Tingtao Zhou; Katerina Ioannidou; Franz-Josef Ulm; Roland J.-M. Pellenq; Laurent Karim Béland

An atomistic and mesoscopic assessment of the effect of alkali uptake in cement paste is performed. Semi-grand canonical Monte Carlo simulations indicate that Na and K not only adsorb at the pore surface of calcium silicate hydrates (C-S-H) but also adsorb in the C-S-H hydrated interlayer up to concentrations of the order of 0.05 and 0.1 mol/kg, respectively. Sorption of alkali is favored as the Ca/Si ratio of C-S-H is reduced. Long timescale simulations using the Activation Relaxation Technique indicate that characteristic diffusion times of Na and K in the C-S-H interlayer are of the order of a few hours. At the level of individual grains, Na and K adsorption leads to a reduction of roughly 5% of the elastic moduli and to volume expansion of about 0.25%. Simulations using the so-called primitive model indicate that adsorption of alkali ions at the pore surface can reduce the binding between C-S-H grains by up to 6%. Using a mesoscopic model of cement paste, the combination of individual grain swelling and changes in inter-granular cohesion was estimated to lead to overall expansive pressures of up to 4 MPa-and typically of less than 1 MPa-for typical alkali concentrations observed at the proximity of gel veins caused by the alkali-silica reaction.


CONCREEP 10: Mechanics and Physics of Creep, Shrinkage, and Durability of Concrete and Concrete Structures : Proceedings of the 10th International Conference on Creep, Shrinkage, and Durability of Concrete and Concrete Structures, September 21-23, 2015 Vi | 2015

Hydration Kinetics and Gel Morphology of C-S-H

Katerina Ioannidou; Enrico Masoero; Pierre Levitz; Roland J.-M. Pellenq; E. Del Gado

Calcium-silicate hydrate (C-S-H) is the main binder in cement and concrete. It starts forming from the early stages of cement hydration and it progressively densifies as cement sets. C-S-H nanoscale building blocks form a cohesive gel, whose structure and mechanics are still poorly understood, in spite of its practical importance. Here the authors review a statistical physics approach recently developed, which allows the authors to investigate the C-S-H gel formation under the out-of-equilibrium conditions typical of cement hydration. The authors approach is based on colloidal particles, precipitating in the pore solution and interacting with effective forces associated to the ionic environment. The authors present the evolution of the space filling of C-S-H with different particle interactions and compare them with experimental data at different lime concentrations. Moreover, the authors discuss the structural features of C-S-H in the mesoscale in terms of the scattering intensity. The comparison of the authors early stage C-S-H structures with small angle neutron scattering (SANS) experiments shows that long range spatial correlations and structural heterogeneties that develop in that early stages of hydration persist also in the hardened paste.


Soft Matter | 2014

Controlling local packing and growth in calcium–silicate–hydrate gels

Katerina Ioannidou; Roland J.-M. Pellenq; Emanuela Del Gado


European Physical Journal-special Topics | 2014

A soft matter in construction – Statistical physics approach to formation and mechanics of C–S–H gels in cement

E. Del Gado; Katerina Ioannidou; Enrico Masoero; A. Baronnet; Roland J.-M. Pellenq; Franz-Josef Ulm; Sidney Yip


EPJ Web of Conferences | 2017

The Potential of Mean Force concept for bridging (length and time) scales in the modeling of complex porous materials

Katerina Ioannidou; Benoit Carrier; Matthieu Vandamme; Roland J.-M. Pellenq

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Roland J.-M. Pellenq

Massachusetts Institute of Technology

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Franz-Josef Ulm

Massachusetts Institute of Technology

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Martin Z. Bazant

Massachusetts Institute of Technology

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Sidney Yip

Massachusetts Institute of Technology

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Tingtao Zhou

Massachusetts Institute of Technology

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Alice Dufresne

Massachusetts Institute of Technology

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Jack Arayro

Massachusetts Institute of Technology

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