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 blends learning from real-world big data, multi-physics · chemical reaction analysis and your own tool data to show the results in 3D, right down to suggesting your next experimental recipe.

semiprocesslab.com — process prediction result
Process-prediction result — actual screen (metrics·wafer map·optimal conditions)
Multi-physics × chemical reactionBayesian 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
②

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 blends learning from real-world big data, multi-physics · chemical reaction analysis and your own tool data to show the results in 3D, right down to 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

Multi-physics · chemical reaction

flow · reaction · surface kinetics · atomistic

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

Uniformity prediction from a 3D reactor/chamber with flow and plasma

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 and mask survival prediction

Stacked-structure deposition — actual screenActual screen

Stack deposition

Deposition profile, gap fill and stress balance prediction

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.

Live view of 3D process predictionActual screen

3D Process Prediction

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