Siavash Monfared

Siavash Monfared

Previously Postdoc at the Niels Bohr Institute, University of Copenhagen and California Institute of Technology. Visiting Scholar at Harvard University. PhD and SM from Massachusetts Institute of Technology, BS from University of Oklahoma.

Recent News

June 19, 2025

Award from French Académie des sciences

Our paper on "Force transmission is a master regulator of mechanical cell competition", Nature Materials, 2025, wins the 'Les Grandes Avancées en Biologie' from French Académie des sciences!

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March 14, 2025

Nature Materials Publication on Cell Competition

Cell competition maintains tissue health through the elimination of cellular sub-populations with reduced fitness. By combining in-vitro experiments with in-silico modeling, our study challenges the common belief that winning cells always expel others through squeezing. We show that cells can remain compressed and still emerge as winners by unraveling the functional basis of a novel mechanism due to force transmission capability of the competing cells.

Cell competition simulation

Reference: A. Schoenit (1st co-author), S. Monfared (1st co-author), L. Anger (1st co-author), et al. "Force transmission is a master regulator of mechanical cell competition", Nature Materials, 2025.

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March 7, 2025

Multi-phase-field Models Review Published

The development of complex multicellular organisms from a single parent cell is a highly orchestrated process that cells conduct collectively without central guidance. This review focuses on dense, soft multicellular systems where mechanical deformation of one cell necessitates the re-organization of neighboring cells. The multi-phase-field model offers a rich physics-based framework to advance our understanding of biological systems.

Reference: S. Monfared, A. Ardaševa, A. Doostmohammadi, "Multi-phase-field Models of Biological Tissues", arXiv, 2025.

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January 8, 2025

Nature Physics Publication on Cell Extrusion

This manuscript presents a novel connection between stress transmission capability modulated via reduced cell-cell adhesion and changes in the mode of cell extrusion (live vs dead). Understanding the direction of extrusion (apical vs. basal) can reveal critical insights into tissue health and invasion.

Cell extrusion simulation

Reference: L. Balasubramaniam (1st co-author), S. Monfared (1st co-author), et al. "Dynamic forces shape the survival fate of eliminated cells", Nature Physics, 2025.

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May 8, 2024

Stress Chains in Active Matter

Our study is one of the first on spatial correlation and organization of stress chains in dense, squishy active matter. An intriguing outcome is the encoding of mechanical information in the studied stress chains, given that distinct underlying mechanisms for different control parameters manifests in a similar stress scaling near the solid-to-liquid transition.

Stress chains visualization

Reference: S. Monfared, G. Ravichandran, J.E., Andrade, A. Doostmohammadi, "Short-range correlation of stress chains near solid-to-liquid transition in active monolayers", The Journal of Royal Society Interface, 2024.

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January 5, 2024

Active Force Generation Due to Proliferation

Although the expanding nature of cellular systems is central to their biological functions, the majority of approaches to study this topic are constrained to systems that conserve volume and/or mass and focus on active force generation due to cell motility. This latest development allows us to study active force generation due to proliferation, relaxing conservation of mass/volume. Proliferation in soft, dense living matter necessitates deformation and re-organization that can create a feedback loop crucial to development and regeneration.

Cell proliferation simulation
April 24, 2023

eLife Publication - Cell Elimination Mechanisms

By developing a three-dimensional model and large scale simulations, we show that cells can switch between distinct mechanical pathways – leveraging defects in nematic and hexatic orders – to eliminate unwanted cells. Our findings provide a unique perspective on how through collective self-organization, cells exploit mechanical and physical constraints to switch between different modes of cell elimination.

Cell elimination mechanisms

Press coverage: Caltech News, Phys.org

Reference: S. Monfared, G. Ravichandran, J.E., Andrade, A. Doostmohammadi, "Mechanical basis and topological routes to cell elimination", eLife, 2023.

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October 14, 2022

Glass-to-Liquid Transition in Active Cell Layers

The solid (glass-like) to liquid phase transition in cellular systems is relevant to a range of biological processes including cancer metastasis, wound healing and tissue morphogenesis. Using two distinct paths to model this transition based on (i) cell-cell adhesion and (ii) active traction, we link this phase transition to the emergent isotropic stress patterns and their percolation in active cell layers. For each path, we map this phase transition onto the 2D site percolation universality class.

Cell adhesion transition Cell polarity transition

Reference: S. Monfared, G. Ravichandran, J.E., Andrade, A. Doostmohammadi, "Stress percolation criticality of glass to fluid transition in active cell layers", arXiv, 2022.

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August 10, 2021

3D Out-of-Plane Stresses in Cellular Layers

Our work is the first to map and reveal the importance of 3D out-of-plane stresses in cellular layers. Our findings on the distinct roles of topological defects and disclinations provide a unique perspective on how through collective self-organization, cells exploit mechanical and physical constraints to switch between different modes of cell elimination. The framework presented allows for independent tuning of cell-cell and cell-substrate interaction forces, opening the door to a new set of questions in mechanobiology.

3D cell simulation

Reference: S. Monfared, G. Ravichandran, J.E., Andrade, A. Doostmohammadi, "Mechanics of live cell elimination", arXiv, 2021.

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December 15, 2020

Physical Review Letters - Capillary Phase Transition

This paper advances understanding on confined fluid behavior in (dis)ordered granular aggregates and their inverse porous structures. For the first time, we unravel the link between surface-surface correlations to the degree of confinement while addressing long-standing questions on the first-order nature of liquid-gas phase transition and whether capillary critical temperature represents a true critical temperature. We link the underlying random fields to disorder in local fluid-solid interactions.

Cross-section density Radial distribution function

Reference: S. Monfared, T. Zhou, J.E., Andrade, K. Ioannidou, F. Radjai, F.-J. Ulm, R. J.-M. Pellenq, "Effect of confinement on capillary phase transition in granular aggregates", Physical Review Letters, 2020.

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Publications

2025

Force transmission is a master regulator of mechanical cell competition

Schoenit*, A., Monfared*, S., Anger*, L., et al. (* Co-first authors)

Nature Materials, 2025

Multi-phase-field Models of Biological Tissues

Monfared, S., Ardaševa, A., Doostmohammadi, A.

arXiv, 2025

Dynamic forces shape the survival fate of eliminated cells

Balasubramaniam*, L., Monfared*, S., et al. (* Co-first authors)

Nature Physics, 2025

2024

Short-range correlation of stress chains near solid-to-liquid transition in active monolayers

Monfared, S., Ravichandran, G., Andrade, J.E., Doostmohammadi, A.

Journal of the Royal Society Interface, 21:20240022, 2024

2023

Mechanical basis and topological routes to cell elimination

Monfared, S., Ravichandran, G., Andrade, J.E., Doostmohammadi, A.

eLife, 12:e82435, 2023

What is shape? Characterizing particle morphology for topology optimization of granular materials

Burqua de Macedo, R., Monfared, S., Karapiperis, K., Andrade, J.E.

Granular Matter, 25(2), 2023

2022

Stress percolation criticality of glass to fluid transition in active cell layers

Monfared, S., Ravichandran, G., Andrade, J.E., Doostmohammadi, A.

arXiv:2210.08112, 2022

Stress transmission in entangled granular structures

Karapiperis, K., Monfared, S., Burqua de Macedo, R., Andrade, J.E.

Granular Matter, 24(91), 1369-1394, 2022

Measuring Terzaghi's effective stress by decoding force transmission in fluid-saturated granular media

Andrade, J.E., Gu, Z., Monfared, S., Mac Donald, K.A., Ravichandran, G.

Journal of the Mechanics and Physics of Solids, 165, 104912, 2022

2021

Mechanics of live cell elimination

Monfared, S., Ravichandran, G., Andrade, J.E., Doostmohammadi, A.

arXiv:2108.07657, 2021

2020

Effect of confinement on capillary phase transition in granular aggregates

Monfared, S., Zhou, T., Andrade, J.E., Ioannidou, K., Radjai, F., Ulm, F.-J., Pellenq, R. J.-M.

Physical Review Letters, 125, 255501, 2020

2018

A methodology to calibrate and to validate effective solid potentials of heterogeneous porous media from computed tomography scans and laboratory-measured nanoindentation data

Monfared, S., Laubie, H., Radjai, F., Hubler, M., Pellenq, R. J.-M., Ulm, F.-J.

Acta Geotechnica, 13, 1369, 2018

2017

Effective potentials and elastic properties in the Lattice-Element Method: Isotropy and Transverse Isotropy

Laubie, H., Monfared, S., Radjai, F., Pellenq, R. J.-M., Ulm, F.-J.

Journal of Nanomechanics and Micromechanics, 7, 3, 2017

Mesoscale poroelasticity of heterogeneous media

Monfared, S., Laubie, H., Radjai, F., Pellenq, R. J.-M., Ulm, F.-J.

Journal of Nanomechanics and Micromechanics, 7,4, 2017

Disorder-induced stiffness degradation of highly disordered porous materials

Laubie, H., Monfared, S., Radjai, F., Pellenq, R. J.-M., Ulm, F.-J.

Journal of the Mechanics and Physics of Solids, 106, 207, 2017

2016

A molecular informed poroelastic model for organic-rich, naturally occurring porous geocomposites

Monfared, S., Ulm, F.-J.

Journal of the Mechanics and Physics of Solids, 88, 186, 2016

Contact

Get in touch for research collaborations or questions about my work.

monfared@alum.mit.edu