activity
20222026
most citedLearning Dynamics from Multicellular Graphs with Deep Neural Networks

8 citations · 11 across the 8 of their papers we have counts for

collaborators

8 papers

cond-mat.stat-mech2026

Generative optimal transport via forward-backward HJB matching

Haiqian Yang, Vishaal Krishnan, Sumit Sinha +1

Controlling the evolution of a many-body stochastic system from a disordered reference state to a structured target ensemble, characterized empirically through samples, arises natu…

cond-mat.soft2026

Morphological instability of an invasive active-passive interface

Sumit Sinha, Haiqian Yang, L Mahadevan

Morphological instabilities of growing tissues that impinge on passive materials are typical of invasive cancers. To explain these instabilities in experiments on breast epithelial…

cond-mat.soft2025

Orientational ordering in active nematic solids

Haiqian Yang, Ming Guo, L. Mahadevan

In vivo and in vitro systems of cells and extra-cellular matrix (ECM) systems are well known to form ordered patterns of orientationally aligned fibers. Here, we interpret them as…

cond-mat.soft2024★ 2 cited

Multicell-Fold: geometric learning in folding multicellular life

Haiqian Yang, Anh Q. Nguyen, Dapeng Bi +2

During developmental processes such as embryogenesis, how a group of cells fold into specific structures, is a central question in biology that defines how living organisms form. E…

physics.bio-ph2024★ 8 cited

Learning Dynamics from Multicellular Graphs with Deep Neural Networks

Haiqian Yang, Florian Meyer, Shaoxun Huang +5

Multicellular self-assembly into functional structures is a dynamic process that is critical in the development and diseases, including embryo development, organ formation, tumor i…

physics.bio-ph2023

An interpenetrating-network theory of cytoplasm

Haiqian Yang, Thomas Henzel, Eric M. Stewart +2

Under many physiological and pathological conditions such as division and migration, cells undergo dramatic deformations, under which their mechanical integrity is supported by cyt…

cond-mat.soft2022

Local Nonlinear Elastic Response of Extracellular Matrices

Haiqian Yang, Estelle Berthier, Chenghai Li +5

Nonlinear stiffening is a ubiquitous property of major types of biopolymers that make up the extracellular matrices (ECM) including collagen, fibrin and basement membrane. Within t…

cond-mat.soft2022★ 1 cited

Nonlinear mechanosensation in fiber networks

Estelle Berthier, Haiqian Yang, Ming Guo +2

In a diversity of physiological contexts, eukaryotic cells adhere to an extracellular matrix (ECM), a disordered network with complex nonlinear mechanics. Such cells can perform me…