Curriculum

Build → Grow → Design.
A learning path that compounds.

Twelve-plus guided projects across three modules for students and classrooms — each one building on the last. This bio STEM kit curriculum covers DIY laser printer assembly, Mucor fungal growth biology, and living fungus art creation powered by neural cellular automata.

Original design by FunguyLab — original curriculum, hardware, software & method, built on our SIGGRAPH Asia 2024 research.

Engineering · assembly & CNC Biology · mycology & lab practice Design + CS · software & AI NGSS-aligned Self-paced
In development · get involved

Beyond the box: courses & workshops.

The kit and its digital curriculum are just the beginning. Learn online at your own pace, grow living art together in the same room — or partner with us to push the research forward.

Coming soon

Online course

A self-paced online course through the full Build → Grow → Design journey — video lessons, the neural-growth simulator, and design challenges — so anyone can learn the method, with or without a kit in hand.

  • Video lessons for every stage, from assembly to first print.
  • Hands-on NCA simulator — design and predict growth in the browser.
  • Design challenges and a shareable capstone.
Coming soon

In-person workshops

Led, hands-on workshops for schools, museums, maker fairs, and studios — groups build, inoculate, and print living bio-art together, guided from box to finished plate in a single session.

  • Group sessions for classrooms, camps, and community spaces.
  • Everything provided — machines, plates, and materials set up.
  • All ages — students, educators, and curious makers alike.
Now recruiting

Partner labs

We're recruiting collaborating labs — university research groups, school science departments, museums, and studios — to pilot the method, explore new species and light behaviors, and co-develop studies and curriculum with us.

  • Co-develop research — new organisms, light-guided behavior, tooling.
  • Early access to hardware, software, and protocols.
  • Credited, shared outcomes — pilots, papers, and exhibitions.
Module 01 · Engineering

Build the Machine

Assemble, calibrate, and understand your laser printer — then run your first print.

Project 1

Unbox & inventory

Identify every component, understand its function, and plan the build sequence. Skill: systems thinking.

Project 2

Frame & motors

Assemble the two-axis frame and mount the stepper motors. Run a manual axis test in the software. Skill: mechanical assembly, CNC basics.

Project 3

Laser module & calibration

Mount the laser head, connect to the controller, and calibrate focus and alignment on paper. Skill: optics, precision, safety protocol.

Project 4

First connection

Connect to the software, run a test pattern, and verify each axis and laser response. Skill: hardware/software communication, debugging.

Module 02 · Biology

Grow the Fungus

Understand Mucor — its growth, its response to light, and how to control it.

Project 5

Prepare agar plates

Mix, pour, and set agar plates with sterile technique. Inoculate with Mucor spores and observe the first 24 hours. Skill: lab technique, sterile procedure.

Project 6

Measure growth rate

Track fungal spread with daily photos and the time-lapse feature. Plot a growth curve and identify variables that affect it. Skill: data collection, graphing.

Project 7

Light inhibition test

Use the laser at low power on an uninoculated zone and measure the inhibition boundary. Determine the minimum effective exposure. Skill: controlled experiment, cause & effect.

Project 8

First containment print

Print a simple shape (square, circle) and observe whether the fungus respects the laser boundary. Iterate on exposure settings. Skill: iteration, scientific method.

Module 03 · Design, CS & AI

Design with Life

Use the full software system, understand the AI simulator, and create original bio-art.

Project 9

Design your first pattern

Use the design canvas to create a custom shape. Compare the software's growth simulation to your real fungal results. Skill: computational design, model vs. reality.

Project 10

Understand the NCA

Learn how the neural cellular automaton in the simulator was trained. Tweak growth and decay parameters; observe how the simulated output changes. Skill: AI literacy, parameter sensitivity.

Project 11

Grow a letter

Design your initials, generate the laser path, print, and grow. Document the result against the simulation. Skill: design iteration, communication.

Project 12 · Capstone

Original bio-art piece

Design, predict, print, and grow an original work. Document process and results, present to peers or publish online. Skill: synthesis, creative & scientific communication.

Classroom sessions

Five sessions from box to capstone.

Each session maps to the projects above and is designed for a 60–90 minute class period. Sessions can be compressed into 3 days for intensive workshops, or spread over 2–3 weeks for a standard semester elective unit.

S1
Assemble & Connect
90 min  ·  Projects 1–4  ·  Module 1: Engineering
Learning objectives
  • Identify every component and explain its role in the system
  • Assemble the two-axis CNC frame and mount stepper motors
  • Mount and calibrate the laser module; follow Class 3B safety protocol
  • Establish hardware–software connection and verify each axis moves correctly
Key activities
  • Component inventory & function mapping (15 min)
  • Frame & motor assembly in pairs (30 min)
  • Laser mount, wiring, and focus calibration (25 min)
  • First software connection & axis test (15 min)
  • Reflection: what could go wrong and why? (5 min)
Materials
  • funguy kit (full hardware set)
  • Safety goggles (included)
  • Laptop with Mycelian Micro software
  • Printed assembly guide (or tablet)
  • Worksheet: component diagram + function table
MS-ETS1-1 HS-ETS1-2 SEP-2 Models 2-CS-02 2-AP-13
S2
First Fungal Culture
90 min setup + 48 h observation  ·  Projects 5–6  ·  Module 2: Biology
Learning objectives
  • Explain why sterile technique matters in fungal culture
  • Prepare agar plates and inoculate with Mucor oligosporus
  • Collect quantitative growth data over 48 hours using photos and the time-lapse tool
  • Plot a growth curve and identify variables that affect growth rate
Key activities
  • Intro: what is Mucor and why is it safe? (10 min)
  • Sterile technique demo, then hands-on plate prep (25 min)
  • Inoculation and sealing plates (15 min)
  • Set up time-lapse capture in software (10 min)
  • Day 2: measure colony radius, plot growth curve (30 min)
Materials
  • Agar growth medium plates
  • Mucor culture pack
  • Inoculation tools (lab set)
  • Compact growth camera or phone stand
  • Graph paper / spreadsheet for growth curve
MS-LS1-1 MS-LS1-5 SEP-3 Investigation SEP-4 Data Analysis 2-DA-08
S3
Light Controls Life
60 min lab + next-day check  ·  Projects 7–8  ·  Module 2: Biology
Learning objectives
  • Explain how laser light inhibits Mucor growth (photosensitivity mechanism)
  • Design a controlled experiment varying one parameter (power, duration, or line spacing)
  • Evaluate whether the first containment print achieved the intended boundary
  • Iterate on exposure settings based on experimental evidence
Key activities
  • Discuss: why does light affect fungal growth? (10 min)
  • Design light-inhibition test: define variable, prediction, method (15 min)
  • Run laser exposure on uninoculated zone, inoculate plate (15 min)
  • Print a square or circle; observe result next day (15 min)
  • Discuss: where did the boundary hold? where did it fail? (15 min)
Materials
  • Assembled funguy printer
  • Fresh agar plates × 2 per group
  • Mucor culture
  • Lab report template: hypothesis, method, result, conclusion
MS-LS1-5 MS-PS4-2 MS-ETS1-3 SEP-3 Investigation 2-AP-13
S4
Simulate Then Grow
60 min  ·  Projects 9–10  ·  Module 3: Design & CS
Learning objectives
  • Design a custom shape in the Mycelian Micro software canvas
  • Run the NCA growth simulation and explain what each parameter controls
  • Compare simulation output to real biology; identify where the model succeeds and where it fails
  • Discuss why trained models can be wrong and what "model accuracy" means
Key activities
  • Introduction to NCA: how was the model trained? (10 min)
  • Design pattern in software; run and compare 3 different parameter sets (20 min)
  • Print and grow the pattern; photograph result (5 min setup, results next session)
  • Discussion: AI as a tool vs AI as truth; where does the model fail? (20 min)
  • Exit ticket: one thing the NCA got right, one thing it got wrong
Materials
  • Laptop with Mycelian Micro software + NCA simulator
  • Agar plate + Mucor culture
  • Comparison worksheet: sim screenshot vs. photo
  • Discussion prompt cards (AI accuracy, model bias)
HS-ETS1-4 SEP-2 Models 2-AP-10 3A-AP-13 3A-IC-24
S5
Capstone — Create & Present
90 min  ·  Projects 11–12  ·  Module 3: Design & CS
Learning objectives
  • Execute a complete design → simulate → print → grow cycle independently
  • Document the process with annotated photos, data, and simulation screenshots
  • Present findings to peers, including a comparison of predicted vs. actual growth
  • Reflect on the social and ethical dimensions of AI-guided biology
Key activities
  • Design final pattern; run simulation; record prediction (20 min)
  • Print, grow, and photograph the final piece (15 min + overnight growth)
  • Assemble portfolio: process photos, growth curve, sim vs. real comparison (20 min)
  • 5-min peer presentations with Q&A rubric (30 min)
  • Group reflection: what would you change? what surprised you? (5 min)
Materials
  • Assembled printer + culture supplies
  • Capstone presentation rubric (included in educator pack)
  • Portfolio template (sim screenshot + 3 growth photos + data table)
  • Peer feedback cards
HS-ETS1-2 HS-ETS1-3 SEP-6 Explanations 3A-AP-13 3A-IC-24
Standards alignment

NGSS & CS standards map.

Every Mycelian Micro session maps to named performance expectations from NGSS and CSTA K–12 CS Framework. Use this table to justify curriculum adoption or complete your department's alignment documentation.

Code Performance expectation Sessions
NGSS · Life Science (LS)
MS-LS1-1 Conduct an investigation to provide evidence that living things are made of cells S2
MS-LS1-5 Construct a scientific explanation for how environmental factors influence organism growth S2, S3
NGSS · Engineering Design (ETS)
MS-ETS1-1 Define criteria and constraints of a design problem with sufficient precision S1
MS-ETS1-3 Analyze data from tests to determine similarities and differences among design solutions S3
HS-ETS1-2 Design a solution to a complex real-world problem by breaking it into smaller, manageable sub-problems S1, S5
HS-ETS1-3 Evaluate a solution based on prioritized criteria and trade-offs, including safety and environmental impact S5
HS-ETS1-4 Use a computer simulation to model the impact of proposed solutions to a complex real-world problem S4
NGSS · Physical Science (PS)
MS-PS4-2 Develop and use a model to describe that waves are reflected, absorbed, or transmitted through materials S3
NGSS · Science & Engineering Practices (SEP)
SEP-2 Developing and using models to represent systems and predict behavior S1, S4
SEP-3 Planning and carrying out investigations with appropriate controls and measurements S2, S3
SEP-4 Analyzing and interpreting data to identify patterns and relationships S2
SEP-6 Constructing explanations supported by evidence and communicating to peers S5
CSTA K–12 CS Framework
2-CS-02 Design projects that combine hardware and software components to collect and exchange data (Gr. 6–8) S1
2-DA-08 Collect data using computational tools and transform the data to make it more useful and reliable (Gr. 6–8) S2
2-AP-10 Use flowcharts and/or pseudocode to address complex problems as algorithms (Gr. 6–8) S4
2-AP-13 Decompose problems and subproblems into parts to facilitate design, implementation, and review (Gr. 6–8) S1, S3
3A-AP-13 Create prototypes that use algorithms to solve computational problems by leveraging personal interests (Gr. 9–12) S4, S5
3A-IC-24 Evaluate the ways computing impacts personal, ethical, social, economic, and cultural practices (Gr. 9–12) S4, S5

The full educator pack (Classroom edition) includes this map as a printable PDF with lesson-by-lesson detail. Request a preview →

Outcomes

What learners walk away with

By the capstone, a learner has built a machine, cultivated a living organism, and used software to make them cooperate — hands-on learning that follows the same research loop the original paper describes.

  • A working laser printer — assembled with your own hands, yours to keep and iterate on.
  • A portfolio piece — a documented, photographable bio-art print with sim/real comparison.
  • AI intuition — a real feel for how training, rules, and emergence work, via the NCA simulator.
  • Lab confidence — sterile technique, experimental design, and data logging.

For educators

Full lesson plans, group challenge modes, and assessment rubrics for running Mycelian Micro in a classroom, after-school program, or maker club setting.

  • Session plans with timing, objectives, discussion prompts.
  • Lab report rubrics and capstone presentation criteria.
  • Standards map linking each project to NGSS & CS frameworks.
  • Group mode — challenge cards for teams of 3–4 sharing one printer.
Request educator pack →

Ready to start building?

The full digital curriculum is included with every kit and updates for free as we add projects.

Order the kit →