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AquinTutor · Virtual Labs

40 labs, 150+ experiments.

Browser-based virtual labs across VLSI, electrical & electronics, cybersecurity, AI/ML, robotics, mechanical, physics, chemistry, biology, mathematics, CS, signals, plus quantum + HPC. The six engineering labs are full vlabs-style workbenches — 11 experiments each, every one with aim, theory, procedure, a live simulation and a graded self-assessment. Genuine computation, no install, no third-party library.

40

Labs

100+

Experiments

100%

Browser-side

0

3rd-party libs

WebXR

AR / VR ready

New · AR / VR / XR

Step into the simulator.

WebXR support for the immersive labs. Bring a Meta Quest, an Apple Vision Pro, or any WebXR-compatible headset — the molecular viewer, the pendulum, the projectile lab, and the periodic table all enter VR with one click. No app install. Hands tracked.

Open the XR hub →

Aquin · concept visualiser

Say a topic. Watch it animate.

The same real-time engine behind the Animation Studio, exposed as a teaching surface: name a concept and it renders live — wave interference, the Lorenz attractor, a double pendulum, Turing patterns, a sunflower spiral, and more. Deep-linkable, so any lesson can drop a student straight into the visual.

Wave interference → Lorenz attractor → Try the Co-pilot demo →

Getting started

How the labs work.

Every lab is a real working simulator — not a video, not a slideshow. You change inputs and the physics, chemistry, or algorithm recomputes live in your browser. Nothing to install. Here is the loop.

1

Open a lab

Pick any simulator below. It loads instantly and starts running — no sign-up, no plugin, no wait.

2

Move the sliders

Every control on the left panel changes a real parameter. Drag a slider and watch the canvas respond in real time.

3

Read the live readouts

The metrics panel shows what is actually happening — energy, period, pH, eigenvalues, loss — computed from the live state, not faked.

4

Experiment & reset

Try extreme values, hit Pause to freeze, Reset to start over. You cannot break anything — that is the point of a lab.

Start here · the easiest first lab

The pendulum.

Drag Length and watch the period change. Add Damping to see it slow and stop. Switch to Driven mode and turn up the drive to see resonance and chaos. The energy and phase plots update with every swing. Five minutes here and every other lab makes sense.

Open the pendulum →

Electronics & Electrical

14 labs

Digital · BenchLive

Digital Logic Workbench

Real breadboard bench: power supply, toggle switches, glowing LEDs. Drag gate chips, click-to-wire, press START. Auto-builds half/full-adder, MUX, SR-latch.

Analog · BenchLive

Analog Electronics Workbench

Real breadboard: battery, colour-banded resistors, LEDs, potentiometer, switches. Wire it pin-to-pin, probe with a multimeter (V/A/Ω). Ohm law to Wheatstone bridge.

Instrumentation · BenchLive

Oscilloscope + Function Gen

Dual-channel CRO with a phosphor-green CRT and turnable knobs (volts/div, time/div, trigger), two function generators, auto-measure (freq, Vpp, phase), and Lissajous figures.

VLSI · DigitalLive

VLSI & Digital Design

Gate-level logic + Quine-McCluskey K-maps, FSM designer, static timing analysis, CMOS Elmore delay/sizing, and power analysis. 11 experiments.

VLSI · DigitalLive

MCU Emulator

Program a real 8-bit microcontroller in assembly: R0-R7, 256B RAM, stack, Z/C flags, memory-mapped GPIO (8 LEDs + 4 buttons) and a hardware timer. Two-pass assembler, instruction-level CPU, live hardware panel that reacts to your code. Blink, counter, Knight Rider, button-toggle. Flagship depth.

ElectricalLive

Electrical & Electronics

Nodal analysis, transient scope, AC Bode, plus transfer-function pole-zero, root-locus control, and BJT/MOSFET I-V curves. 11 experiments.

Signals · DSPLive

DSP Spectrum Lab

Real-time signal processing: a from-scratch radix-2 FFT driving a live oscilloscope, magnitude spectrum and scrolling spectrogram, plus a windowed-sinc FIR filter designer (low/high/band-pass) with its frequency response overlaid, acting on the signal live. Optional microphone input. Flagship depth.

Signals & SystemsLive

Signals & Systems

Signal generator (incl. complex exponential), even/odd decomposition, time transforms, animated convolution, Fourier-series synthesis (Gibbs), sampling/aliasing, LTI response.

Control SystemsLive

Control Systems

Transfer-function pole-zero + step, time-domain specs, root locus, Bode + margins, Nyquist stability, PID tuning, Routh-Hurwitz.

DSPLive

Digital Signal Processing

DFT/FFT spectra, FIR windowed design + response, Butterworth IIR, windowing trade-offs, z-plane response, sampling, convolution/correlation.

Electrical MachinesLive

Electrical Machines

Transformer equivalent circuit + regulation/efficiency, DC machine characteristics, induction-motor torque-slip, synchronous V-curves, three-phase.

ElectronicsLive

Circuit builder

Drag resistors, capacitors, batteries, switches. Live current + voltage.

Digital designLive

Logic synthesis & minimisation

Edit a truth table (with don't-cares); synthesise the minimal SOP by Quine-McCluskey, with the Karnaugh map, prime implicants, gate-level circuit and literal/gate counts.

SignalsLive

Fourier series

Square / sawtooth / triangle. Add up sinusoids. Watch the approximation.

Computer Science & AI

11 labs

SecurityLive

Cybersecurity

Ciphers, RSA, Diffie-Hellman, SHA-256, AES-GCM plus AES round internals (S-box/MixColumns), elliptic-curve crypto, stack-overflow visualizer. 11 experiments.

SecurityLive

Exploit Sandbox

A real stack buffer-overflow exploit sandbox: craft a payload, overflow into the saved return address, hijack control flow to win() (ret2win). Defeat stack canaries, NX and ASLR in sequence with a simulated info-leak. Live stack memory. Flagship depth, deterministic simulator.

AI / MLLive

AI & Machine Learning

Regression, k-means, k-NN, backprop MLP, plus CNN feature-maps, bias-variance + k-fold CV, and an Iris classifier with confusion matrix. 11 experiments.

AI / MLLive

Neural Network Playground

Train a real MLP live: hand-written forward pass + backpropagation (no libraries), configurable layers/neurons/activation, feature engineering, spiral/moons/circle/XOR data. Live decision boundary, per-neuron activation maps, train/test loss curves. Flagship depth.

AI / MLLive

Quantum Lab

A real statevector quantum-circuit simulator: complex amplitudes over 2^n basis states, click-to-build circuits, H/X/Y/Z/S/T/rotations/CNOT/CZ/SWAP/Toffoli, per-qubit Bloch spheres from the reduced density matrix, entanglement measure, measurement sampling, and Bell/GHZ/Grover/teleportation presets. Flagship depth.

AlgorithmsLive

Data Structures & Algorithms

Animated BST/AVL, heaps, hash tables (chaining + probing), stacks/queues, linked lists, and BFS/DFS graph traversal. 7 experiments.

Operating SystemsLive

Operating Systems

CPU scheduling (FCFS/SJF/SRTF/RR/Priority) + Gantt, page replacement (FIFO/LRU/Optimal), disk scheduling, Banker deadlock, memory allocation.

Computer NetworksLive

Computer Networks

IP subnetting, TCP handshake state machine, sliding window (GBN/SR), Dijkstra + distance-vector routing, CRC/checksum/Hamming.

CSLive

Sorting visualiser

Bubble, quick, merge, heap, radix. Step through with sound.

CSLive

Path-finding

A*, Dijkstra, BFS, DFS on a grid maze. Live frontier visualisation.

AILive

Neural network playground

Build a 3-layer net. Pick activation, dataset. Watch decision boundary form.

Mechanical

2 labs

Civil

1 lab

Robotics

1 lab

Physics

4 labs

Chemistry

5 labs

Biology

3 labs

Mathematics

3 labs

More simulators

6 labs

AerospaceLive

Flight Simulator

Real-time 3D flight over procedural terrain: four-forces model, bank-turn physics (g·tan(bank)/v), stall dynamics, landing challenge. Chase, cockpit and orbit cameras. Hand-rolled 3D renderer, no libraries.

AerospaceLive

CAD Studio

A real parametric solid modeler: TRUE boolean solids (BSP-tree CSG union/cut/intersect), WebGL viewport, editable feature history, constrained 2D sketcher with extrude/revolve, undo, documents, divergence-theorem mass properties, section, measurement, orthographic drawings, STL export. Phases 1-2 of the CAD-grade programme.

AerospaceLive

CAD Assembly

Multi-part assembly with a real INTERFERENCE CHECK (AABB broad-phase + Monte-Carlo clash-volume estimate by ray-parity), per-part placement, exploded view, assembly mass roll-up + centre of mass, STL export. Phase 3 of the CAD-grade programme.

AerospaceLive

CAD FEA

Real 2-D plane-stress finite-element analysis: constant-strain-triangle mesh, global stiffness assembly, direct solve of K·u=F, von Mises stress field on the deformed shape, deflection and yield safety factor. Shows stress concentration around holes. Phase 4 of the CAD-grade programme.

AerospaceLive

CAD Workbench

Parametric aerospace part design: NACA 4-digit wing ribs, bell nozzles, fuselage frames. Mass properties (Pappus, shoelace), materials, section view, vertex measurement, ASCII STL export that opens in real CAD tools.

AerospaceLive

VESPER Test Bench

Verification for the three-tier swarm: Bee hover physics + link budgets, Mother SSTO with genuine RK4 ascent-to-orbit integration, Grandmother interplanetary delta-v. Requirement-driven PASS/FAIL campaigns.

Advanced labs & tools.

5 live