What Nanohub does

nanohub (nanoHUB.org), operated by the Network for Computational Nanotechnology (NCN), is a free, web-based platform that hosts more than 500 simulation tools and 100+ courses for computational nanotechnology research and education. Founded in 2002 and headquartered at Purdue University in West Lafayette, Indiana, the platform serves academic and industry researchers, professors, and students who need access to validated nanoscale simulation tools — ranging from DFT codes (Quantum ESPRESSO, ABINIT) and molecular dynamics engines (LAMMPS) to semiconductor device modeling (PN Junction Lab, MOSFet, Silvaco TCAD) and ABACUS/AQME teaching toolkits — all of which run in the browser without local installation. Underlying infrastructure is a scientific computing cloud hosted at Purdue University with national-grid back-end resources, sustaining 99%+ uptime and a contributor community of more than 3,000 researchers.

The product surface extends beyond raw simulation to educational and developer-facing offerings: nanoHUB-U MOOCs with quizzes, homework, and practice exams; the Simulation-Powered Curricula group (founded 2019) that bundles tools with classroom assignments; Jupyter Workbench and Linux Workstations for custom Python and command-line workflows; and collaborative groups for project, document, and data sharing. Specialized content nodes — nanoMFG (nano-manufacturing) and Engineered nanoBIO at Indiana University (added 2017) — extend domain coverage into manufacturing and biological applications respectively, while AI/ML tooling (LLM wrappers around Quantum Espresso and LAMMPS, ML force fields, Bayesian optimization, and Gaussian Process Regression tutorials) is increasingly layered into the catalog.

The organization is structured as a non-profit academic research consortium, not a commercial enterprise. It earns no direct user fees; instead, NCN receives continuing funding from the U.S. National Science Foundation, with Purdue University providing the cyberinfrastructure and Indiana University contributing a content node. Go-to-market is community-led and product-led-growth: users self-register for free accounts, discover tools through the public website, newsletter, and events, and contribute content through the publishing workflow. Partnerships — most notably with Schrödinger (co-marketing molecular-modeling courses via the "nanohub1" referral code) and the SCALE AI-for-Science initiative — provide channel and content cross-pollination rather than revenue. As a result, the platform's financial trajectory is bound to federal grant cycles rather than commercial demand.

Name

Nanohub

Legal name

nanoHUB (operated by Network for Computational Nanotechnology / NCN)

Website

https://nanohub.org

Company type

Private

Founded year

2002

Operating status

Operating

Headcount range

101–250 employees

Short description

nanohub is a free, cloud-based platform operated by the NSF-funded Network for Computational Nanotechnology at Purdue University, hosting 500+ simulation tools and 100+ courses for nanotechnology researchers, educators, and students worldwide.

Ownership category

akta.pro rank

Product category

Scientific Computing Platform for Nanotechnology

NAICS

Research and Development in Nanotechnology (541713), Educational Support Services (611710), Research and Development in Biotechnology (except Nanobiotechnology) (541714)

SIC

Services-Prepackaged Software (7372), Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

Quantum Development Frameworks & Libraries (HDAGACAB)

akta.pro secondary industries

Quantum Algorithm Prototyping & Application Templates (HDAGACAG), Quantum Documentation, Education SDKs & Developer Enablement Tools (HDAGACAN), Quantum Software Engineering & Toolchain Training (HDAGALAF)

Keywords

• Computational nanotechnology platform
• Cloud-based simulation tools
• Nanoscience education courses
• DFT molecular dynamics
• Scientific computing cyberinfrastructure

Headquarters

HQ city

Lafayette

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2C

Offering type

Software

Cost components

Infrastructure, Technology or R&D, Personnel, Operations

Revenue model

1. NSF Funding: NCN (Network for Computational Nanotechnology) receives continuing funding from the National Science Foundation to address challenges and serve the growing nanotechnology community.
2. Platform Services (Free for Users): Core platform is free for researchers, educators, and students. The platform operates as a public good supported by NSF funding rather than direct user fees.

Go-to-market motion2 records

Distribution channels1 record

Marketing channels4 records

Core offering

nanoHUB.org is a free cloud-based scientific computing platform that hosts over 500 simulation tools for nanoscale phenomena (DFT, molecular dynamics, TCAD, photonics) accessible directly through any web browser. The platform provides 100+ educational courses through nanoHUB-U MOOCs, Simulation-Powered Curricula with turn-key homework assignments, and supporting Jupyter and Linux workbench environments — all delivered without software installation for researchers, educators, and students worldwide.

Product overview

NanoHUB is a cloud-based computational nanotechnology platform that provides access to 500+ simulation tools running in web browsers, powered by cyberinfrastructure at Purdue University. The platform offers a multi-layered architecture comprising the core nanoHUB.org platform hosting simulation tools, nanoHUB-U for MOOC-style courses, Simulation-Powered Curricula for educational tool-powered learning, Jupyter and Linux Workbench environments for custom development, and over 100 lecture courses. Users include researchers running DFT calculations and molecular dynamics, educators using turn-key simulation tools for homework, and students accessing MOOCs and video lectures. The platform emphasizes user-centric science and engineering innovation with 99%+ uptime.

Differentiator

Problem solved

Functional benefit

Brands

• nanoHUB-U: MOOCs with assessment offering short courses in semiconductors, MOSFETs, transport, polymers, thermoelectrics, and biosensors
• Simulation-Powered Curricula
• Network for Computational Nanotechnology (NCN)

Products and services

• nanoHUB.org Platform Cloud-based computational nanotechnology platform that hosts 500+ simulation tools (DFT, molecular dynamics, TCAD, photonics) accessible directly through a web browser, powered by scientific computing cloud infrastructure at Purdue University and national grid resources.
• Simulation Tools Library (500+ Apps) Library of 500+ validated simulation apps covering Silvaco TCAD, ABACUS, PN Junction Lab, MOSFet, Quantum ESPRESSO, ABINIT, LAMMPS, and photonics tools, all runnable directly in a web browser via the nanoHUB cloud.
• nanoHUB-U MOOCs MOOC-style short courses for students in any branch of science and engineering, with quizzes, homework, and practice exams. Covering semiconductors, MOSFETs, transport phenomena, polymers, thermoelectrics, and biosensors, available as instructor-led or self-paced learning.
• nanoHUB Lecture Courses (100+) Video lecture courses covering materials science, photonics, atomic force microscopy, thermal phenomena, batteries, and additional nanotechnology topics from featured faculty including Datta, Lundstrom, Alam, Klimeck, and Shakouri.
• Simulation-Powered Curricula Curated homework and project assignments for teaching materials science using interactive simulation tools; includes ABACUS (Assembly of Basic Applications for Coordinated Understanding of Semiconductors) and AQME (Advancing Quantum Mechanics for Engineers) suites with turn-key simulation capabilities.
• Jupyter Workbench Cloud-based Jupyter notebook environment enabling users to develop and run Python-based simulations and data analysis, available in multiple versions including Jupyter Notebook (202105), Jupyter Lab (202105), and Jupyter Examples for scientific computing workflows.
• Linux Workstations Remote Linux computing environment for advanced users requiring command-line access and custom software installation for nanotechnology simulations.

Quantifiable outcome

• 99%+ uptime for simulation services
• +2 more outcomes

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability7 records

Feature5 records

Partnerships

Five partnerships are on record, tiered core and minor.

• Purdue UniversitycoreStrategic or Co-development PartnerPurdue University hosts the main cyberinfrastructure for nanoHUB, operating the scientific computing cloud and national grid resources. The NCN cyber node is responsible for support and development of the nanoHUB infrastructure.
• nanoMFG NodecoreStrategic or Co-development PartnerContent node within NCN focused on nano-manufacturing research and educational directives.
• Engineered nanoBIO Node (Indiana University)coreStrategic or Co-development PartnerContent node within NCN at Indiana University developing computational nanotechnology products for biological applications spanning from nanoscale particles to tissue scale phenomena.
• SCALE (AI for Science)minorStrategic or Co-development PartnerSCALE (SCALE-AI initiative) affiliated partner on nanoHUB focused on AI applications for science and engineering.
• SchrödingerminorGTM or Marketing PartnernanoHUB partners with Schrödinger to offer molecular modeling courses for materials science. Users can sign up with code 'nanohub1' for a 10% discount on Schrödinger's online courses.

Scale indicators6 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Materials Project: Open, federally funded computational platform for materials science hosted by Lawrence Berkeley National Laboratory. Closely comparable to nanoHUB as a free, browser-accessible hub hosting simulation tools and curated educational data, and a direct substitute for nanotech/materials researchers choosing where to publish and run computations.
• Schrödinger: Commercial molecular modeling platform with a materials science training business that explicitly partners with nanoHUB (joint courses, discount code). Operates the same functional intersection of simulation software plus structured education for materials/chemistry users, making it both a partner and the most direct commercial competing offering.
• Materials Cloud: EPFL-led open European platform providing cloud-based simulation tools, educational notebooks, and curated datasets for materials science. Matches nanoHUB's free-to-use, browser-accessible model and serves overlapping computational materials and nanotech research communities.
• Citrine Informatics: AI/ML-driven platform for materials informatics and data-driven materials discovery used by both researchers and industrial R&D teams. Comparable because it overlays machine-learning tools onto materials datasets in a similar user-centric cloud model, addressing the same ML-for-materials audience that nanoHUB now courts.

Emerging players

• Kaggle: Google-owned free cloud notebook and dataset platform with a similarly community-led, product-led-growth model around scientific and data-science users. Relevant as a free cloud notebook competitor for the same 'learn-by-running-simulations' educational use case.
• Google Colab: Free, browser-based cloud notebook environment widely adopted by researchers for ML and scientific computing. Overlaps with nanoHUB's Jupyter Workbench offering and serves as the default alternative 'zero-install compute' environment for early-career researchers and students.

Broad incumbents

• MathWorks (MATLAB): Provider of MATLAB and Simulink, the de facto numerical computing platform in engineering education and research. Overlaps with nanoHUB for the same student and faculty audience in materials, devices, and computational science, though commercial and broadly scoped.
• ANSYS: Large incumbent commercial vendor of multiphysics and engineering simulation software with academic licensing and curated teaching materials. Indirect competitor for the same engineering and nanotech simulation workloads, but operates in paid, broad-portfolio fashion rather than a free, community-driven model.
• Comsol: Established vendor of multiphysics simulation software widely used in nanotechnology, photonics, and materials engineering coursework. Comparable as a teaching-and-simulation platform, but commercial and desktop-installed rather than cloud-native and free like nanoHUB.

Others

• Project Jupyter: Open-source project underlying the Jupyter Notebook and JupyterLab environments that nanoHUB's Jupyter Workbench builds upon. Functions as upstream infrastructure provider rather than a competitor, enabling nanoHUB's browser-based scientific computing experience.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/nanoHUBnews
• Facebookfacebook.com/nanoHUB

Revenue estimate

Valuation estimate

Number of profiles

Subsidiaries2 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Nanohub