Samaneh Farokhirad

Associate Professor, Mechanical & Industrial Engineering
Dr. Samaneh Farokhirad leads the Soft Matter and Interface Laboratory at NJIT, where her group combines computational modeling, soft matter physics, and engineering to understand how material properties influence behavior at biological and fluid interfaces.
Her group combines multiscale modeling, statistical mechanics, and machine learning to understand the connections between material properties and function. A central focus is how deformable nanomaterials move through biological environments, bind to cell membranes, and enter cells, with the goal of improving targeted drug delivery. Her research also addresses multiphase flows and complex droplets, examining how internal composition and interactions with surrounding fluids and surfaces influence droplet motion and stability.
Dr. Farokhirad joined NJIT in 2019 after postdoctoral appointments at the University of Pennsylvania and the City College of New York. She earned her Ph.D. in mechanical engineering from the City College of New York, her M.Sc. from Iran University of Science and Technology, and her B.Sc. from Sharif University of Technology. She is also an affiliated faculty member of NJIT’s Center for Applied Mathematics and Statistics.
Her research has received National Science Foundation funding and computing resource awards from Argonne National Laboratory and Oracle for Research. Through her research and teaching, she mentors students in computational engineering and interdisciplinary approaches to problems in mechanics, materials, and biology.
Ph.D.; City College of New York; Mechanical Engineering; 2015
M.Phil.; City College of New York; Mechanical Engineering; 2013
M.S.; Iran University of Science and Technology; Mechanical Engineering; 2009
B.S.; Sharif University of Technology; Mechanical Engineering; 2006
New Jersey Institute of Technology
Associate Professor , 2026 -
New Jersey Institute of Technology
Center for Applied Mathematics and Statistics Affiliated Faculty, 2021 -
New Jersey Institute of Technology
Assistant Professor , 2019 -
University of Pennsylvania
Postdoctoral Research Associate, May 2016 - August 2019
City College of New York
Postdoctoral Research Fellow, January 2016 - May 2016
University of Wisconsin-Madison (Simulation-Based Engineering Laboratory)
Visiting Scholar, July 2010 - August 2010
2025 DOE’s Director’s Discretionary Allocation Award at Argonne National Laboratory, DOE
2023 Oracle for Research Project Award, Oracle
2021 Early Career Reviewer at the NIH Center for Scientific Review,
ME 490 - MECH ENGR PROJECT A
ME 622 - FINITE ELEM METHDS IN ME
ME 725 - INDEPENDENT STUDY I
ME 700B - MASTER'S PROJECT
ME 701C - MASTER'S THESIS
ME 701B - MASTER'S THESIS
ME 790A - DOC DISSERTATION & RES
ME 792B - PRE-DOCTORAL RESEARCH
ME 491 - MECH ENGR PROJECT B
ME 726 - INDEPENDENT STUDY II
ME 304: FLUID MECHANICS
ME 407: HEAT TRANSFER
ME 618: SELECTED TOPICS IN MECHANICAL ENGINEERING
ME 618: ST: NUMERICAL FLUID MECHANICS
ME 622: FINITE ELEMENT METHODS IN MECHANICAL ENGINEERING
Theory and Simulation of Soft Biological Materials
Computational Physical Biology
Membrane and Polymer Biophysics
Colloid and Interface Science
Rubayet Hassan, Anh Vo, Samaneh Farokhirad, Fatemeh Ahmadpoor. 2026. "Emergent Surface Tension in Active Membranes Under Area Constraint." Journal of Applied Mechanics , vol. 93, no. 9, pp. 091011.
SM Abdullah Al Mamun, Samaneh Farokhirad. 2026. "Collision dynamics and deformation behaviors of multi-core compound droplet pairs in confined shear flow." Physics of Fluids, vol. 38, pp. 082103.
SM Abdullah Al Mamun, Samaneh Farokhirad. 2025. "ConvNet-based prediction of droplet collision dynamics in microchannels." Physics of Fluids, vol. 37, pp. 013350.
Morteza Hamzeh, Saba Mirahsani, Fatemeh Ahmadpoor, Samaneh Farokhirad. 2025. "From Single Ligand–Receptor Bond Strength to Collective Avidity: Mechanics-Guided Superselective Nanoparticle Adhesion to Biological Membranes." Langmuir, vol. 41, no. 51, pp. 34210–34226.
Md Sojib Kaisar, Rubayet Hassan, Samaneh Farokhirad, Fatemeh Ahmadpoor. 2025. "Renormalization of mechanical properties in fluctuating active membranes.." Journal of Applied Mechanics.
Md Sojib Kaisar, Rubayet Hassan, Samaneh Farokhirad, Fatemeh Ahmadpoor. 2025. "Entropy-Driven Mechanics of Crystalline and Biological Membranes.." Applied Mechanics Reviews.
"Adhesive Interactions of Flexible Nanofilaments Versus Nanogels with Biological Cell Membranes"
AICHE.
"Enhancing Nanocarrier Targeting: Role of Cell Morphology, Mechanics, and Receptor-Ligand Interactions"
AICHE.
"Hydrodynamic Behavior of Droplet Pair Collision in Confined Shear Flow, and the Role of Physical and Geometric Parameters"
APS Division of Fluid Dynamics, September, 2023.
"Impact of interfacial adsorption of nanoparticles on transport properties of two-phase flow in porous media"
APS March Meeting, March, 2023.
"Effect of critical geometric and physical parameters on the coalescence dynamics of droplet pairs in confined shear flows"
American Institute of Chemical Engineers,, November, 2022.
"Interplay between membrane and nanoparticle mechanical properties during cellular targeting and uptake of flexible nanoparticles"
APS Division of Fluid Dynamics, 2021.
Ravi Radhakrishnan, Samaneh Farokhirad, David M Eckmann, Portonovo S Ayyaswamy. "Nanoparticle transport phenomena in confined flows." pp. 55-129. Elsevier, 2019.
Samaneh Farokhirad, R P Bradley, A Sarkar, A Shih, S Telesco, Y Liu, R Venkatramani, D M Eckmann, P S Ayyaswamy, R Radhakrishnan. "Computational methods related to molecular structure and reaction chemistry of biomaterials." In P. Ducheyne, K.E. Healy, D.W. Hutmacher, D.W. Grainger, C.J. Kirkpatrick, eds., pp. 245-267. Elsevier, 2017.
NSF-CBET Program
Reviewer, Grant Proposal, 2023
NIH Grant Reviewer, Study Section - Bioengineering Sciences & Technology (ZRG1 BST-M80)
Reviewer, Grant Proposal, 2022
NSF-Office of Advanced Cyberinfrastructure Program
Reviewer, Grant Proposal, 2020