Quantum Materials Inc. · AI Process Prediction Platform

Design & predict equipment, processes, and devices with a single click.

From the reactor chamber to thin-film processes, device characteristics, and 3D stacking — AI fuses multiscale simulation with your own equipment data, shows the results in 3D, and even suggests your next experimental recipe.

semiprocesslab.com — process prediction result
Process-prediction result — actual screen (metrics·wafer map·optimal conditions)
Multiscale simulationBayesian optimization3D visualizationDefect predictionAutomatic report export
Menus at a glance

Three tools, one tab away

See what each menu does below — click to jump right in.

① AI Image Generation

No prompts — just capture & paste

Just capture (drag a region) or paste the text/figure you want — no prompt needed, and a pro-grade image is created.

STEP 1

Capture or paste

Capture the text/figure you want (drag a region), or paste it with Ctrl+V.

STEP 2

Tap a few options (optional)

Just tap buttons for realism, size, text and more. You can skip this.

STEP 3

Generate → Done

One click creates a pro-grade image and saves it automatically.

A rough captured or pasted sketch becomes a pro-grade image like this

InputPasted rough sketch — FinFET cross-section
gate + fins
AI-generated ✨
Final resultFinFET gate-stack cross-section
AI-generated result — FinFET gate-stack 3D cross-section
InputPasted rough sketch — stacked memory
stacked layers
AI-generated ✨
Final result3D stacked-memory structure
AI-generated result — 3D stacked-memory structure
Design Studio — actual screenActual screen

Design Studio

Click & drag editing

Design process cross-sections, devices, and chambers with your mouse. From 178 templates and AI template generation to editable PPTX export — handle it like PowerPoint.

  • Start instantly with 178 templates + a mouse-only builder
  • Edit shapes, dimensions & annotations; 3D extrusion, rotation & fill ratio
  • Export directly to editable PPTX · PNG
Open Design Studio →
③ Design · Predict

Predict equipment, process, device & defects in 3D

Pick your conditions and AI fuses multiscale simulation with your own equipment data, showing results in 3D and even suggesting your next experimental recipe.

1Choose a process, material & conditions

Process-selection screenActual screen

ALD·CVD·etch… select by click. No expertise required.

2AI fuses multiple lines of evidence

Multiscale simulation

CFD · DFT · kMC · MD

My equipment data

Upload → calibration learning

Independent lines of evidence converge into a single prediction

3Results shown visually

Wafer thickness-uniformity map result screenActual screen

Thickness, uniformity, 3D structure, defect risk — plus your next experiment recipe, instantly

From equipment to your own data — six focused tools

Design · Predict brings every tool you need into one flow — from equipment, process and device design to stack etch/deposition and calibration on your own equipment data.

Equipment design — actual screenActual screen

Equipment design

Reactor/chamber 3D + CFD & plasma for uniformity prediction

Process design — actual screenActual screen

Process design

Predict thickness, uniformity & defects from material, gas & conditions

Device design — actual screenActual screen

Device design

3D cross-section + characteristic-curve analysis · material exploration

Stacked-structure etching — actual screenActual screen

Stack etching

Multilayer etch-profile & mask-survival simulation

Stacked-structure deposition — actual screenActual screen

Stack deposition

Deposition-profile, gap-fill & stress-balance simulation

My equipment data — actual screenActual screen

My equipment data

Calibrate with your data + recommend the next optimal recipe

Shared features

From prediction to report

In any tab, use 3D visualization · AI inverse design · measured-style characterization · report export · workspace together.

3D process simulation — actual screenActual screen

3D process simulation

See films building up inside trenches and vias in 3D alongside quantitative charts.

Trench 3Dstep coverage
AI recipe inverse-design — actual screenActual screen

AI recipe inverse design

Just choose a target and AI explores thousands of combinations to find the optimal settings and apply them at once.

Choose targetApply at once
Measured-type characteristic data — actual screenActual screen

Measured-style characterization data

Preview expected XRD, FTIR, TEM and other metrology results in measured form.

XRDTEMEllipsometer
Automatic report export — actual screenActual screen

Automatic report export

Turn every on-screen result into figure + caption slides — PPTX, Word & Excel reports at once.

PPTXWordExcel
My workspace — actual screenActual screen

My workspace

Designs, AI templates, AI images & reports all in one My Page — favorite, share & export.

My PageFavoritesShare
Credit pricing — actual screenActual screen

Credit plans

Get 200 free credits on sign-up (for built-in features like prediction, export & templates). Top up as much as you need with a subscription or credit pack.

200 free on sign-upSubscription · credit packs