ring_resonator.py — Photon IDE
running
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Python 3.11IPKISS 3.14Lumerical 2024R1
Ln 1, Col 0
INTHRUDROPADDκ1550nmr=8μm
FDTD Sim · Live
κ = 0.0847
Silicon Photonics Training

Write light.Ship intelligence.

The only training lab where semiconductor engineers move from CMOS to photonic integrated circuits — routing waveguides, tuning resonators, and deploying optical neural networks on real silicon.

2,400+
Engineers trained
6 tools
Industry software
94%
Placement rate

Covers industry tools

Ansys LumericalSynopsys OptoDesignerPICwriterIPKISSgdspyMeep FDTD
2,400+
Engineers Trained
across 38 countries
6
Industry Tools
Lumerical · OptoDesigner · PICwriter · IPKISS · gdspy · Meep
94%
Placement Rate
within 6 months of certification
4.9/5
Course Rating
from 1,847 verified reviews
18 mo
Avg. Reskill Time
from CMOS to photonic IC designer
FDTD
Ansys Lumerical
OPD
Synopsys OptoDesigner
PIW
PICwriter
IPK
IPKISS
GDS
gdspy
MEP
Meep FDTD
FDTD
Ansys Lumerical
OPD
Synopsys OptoDesigner
FDTD
Ansys Lumerical
OPD
Synopsys OptoDesigner
PIW
PICwriter
IPK
IPKISS
GDS
gdspy
MEP
Meep FDTD
FDTD
Ansys Lumerical
OPD
Synopsys OptoDesigner
Curriculum

Course Modules

Hover any card to reveal learning outcomes and toolchain. Filter by your career track or preferred simulation stack.

6 modules shown
Foundational

Silicon Photonics Fundamentals

From electrons to photons

Transition from CMOS intuition to photonic design principles. Covers waveguide modes, propagation loss, and the photonic design kit (PDK) workflow.

4 weeks·12 modules
PICwritergdspy

Learning Outcomes

  • Define TE/TM modes in silicon wire waveguides
  • Calculate propagation loss for given geometry
  • Navigate a commercial PDK library
  • Tape out your first passive component
PICwritergdspy
Enroll →
Intermediate

Ring Resonator Design & Simulation

Coupling, Q-factor, FSR mastery

Design add-drop multiplexers and wavelength-selective switches. Run FDTD sweeps to characterize coupling coefficients across fabrication corners.

5 weeks·15 modules
AnsysIPKISS

Learning Outcomes

  • Sweep coupling gap vs. Q-factor in FDTD
  • Design for target FSR at 1550 nm
  • Compensate thermal drift with microheaters
  • Generate GDSII layout from simulation params
Ansys LumericalIPKISS
Enroll →
Advanced

Optical Neural Network Architectures

Inference at the speed of light

Implement Mach-Zehnder interferometer meshes that perform matrix-vector multiplication in the optical domain. Benchmark inference-per-watt against GPU baselines.

6 weeks·18 modules
AnsysSynopsys

Learning Outcomes

  • Map weight matrices to MZI phase settings
  • Simulate a 4×4 unitary optical transform
  • Measure inference energy at 10 TOPS/W
  • Quantize weights for fabrication tolerance
Ansys LumericalSynopsys OptoDesigner
Enroll →
Advanced

Photonic Interconnects for Data Centers

400G to 1.6T optical I/O

Design silicon photonic transceivers for hyperscale data center interconnects. Covers co-packaged optics (CPO), grating coupler arrays, and thermal management.

5 weeks·14 modules
SynopsysLumerical

Learning Outcomes

  • Design 8-channel WDM transceiver layout
  • Simulate insertion loss budget for CPO
  • Optimize grating coupler for SMF-28 fiber
  • Model thermal crosstalk in dense arrays
Synopsys OptoDesignerLumerical INTERCONNECT
Enroll →
Intermediate

FDTD Simulation Mastery

Lumerical from first principles

Go beyond default settings. Master mesh refinement, boundary conditions, and parameter sweeps that cut simulation time by 60% without sacrificing accuracy.

3 weeks·10 modules
Ansys

Learning Outcomes

  • Configure conformal mesh for curved geometries
  • Run parallel sweeps on HPC clusters
  • Extract S-parameters and export to circuit sims
  • Validate against published experimental data
Ansys Lumerical
Enroll →
Intermediate

Photonic Layout Automation

PIC design at scale with Python

Replace manual GDS editing with parametric Python scripts. Generate entire PIC layouts programmatically using PICwriter and IPKISS, version-controlled in Git.

4 weeks·13 modules
PICwriterIPKISS

Learning Outcomes

  • Script a full MZI array from JSON parameters
  • Implement DRC checks in the layout pipeline
  • Integrate with CI/CD for tape-out automation
  • Reduce layout time from days to minutes
PICwriterIPKISSgdspy
Enroll →

↑ Hover any card to flip and reveal learning outcomes

Career Tracks

Which signal are you routing?

Three distinct paths, each calibrated to where you're starting from and where the photonics industry needs you most.

Silicon wafer under cleanroom microscope showing circuit traces
Retooling from CMOS
3.2×
salary premium vs. CMOS-only role

Process Engineer

You know diffusion, etch, and lithography. Now learn to design the waveguide geometries that go into the fab you already understand — and become the rare engineer who bridges process and photonics.

PDK-aware photonic layout
Fab-corner simulation
DRC/LVS for PICs

Credential

Certified Photonic Process Engineer

Start Here →
Abstract neural network visualization with glowing nodes on dark background
Chasing inference-per-watt
10×
inference efficiency vs. H100 baseline

ML Researcher

Your models are hitting the power wall. Photonic matrix multiplication runs at the speed of light with near-zero dynamic energy. Learn to map your weight tensors onto silicon.

ONN weight mapping
TOPS/W benchmarking
Fabrication-aware training

Credential

Certified Photonic AI Architect

Start Here →
Data center server racks with blue fiber optic cables glowing
Next-gen data center interconnects
400G→1.6T
design range covered

Telecom Architect

Design the 1.6T co-packaged optical engines that hyperscalers are building right now. Master WDM transceiver layout and the grating coupler arrays that connect chip to fiber.

CPO transceiver design
WDM link budgeting
Thermal crosstalk modeling

Credential

Certified Photonic Interconnect Designer

Start Here →
Enrollment

Start Your Photonics Path

Tell us where you're coming from. We'll route you to the right starting module.

No payment required to apply · Cohort seats are limited

Silicon Photonics Cheat Sheet

Key equations, waveguide geometries, coupling formulas, and tool API references — one page, print-ready. Used by 1,200+ engineers.

  • Mode effective index vs. width lookup table
  • Coupling coefficient equations (CMT)
  • Lumerical FDTD quick-start commands
  • PIC component symbol reference

"I'd been running CMOS process flows for 11 years. Photon gave me the simulation vocabulary to actually talk to the photonics team — and now I'm leading their PDK integration."

PN

Dr. Priya Nair

Senior Process Engineer → Photonic PDK Lead

Intel Fab 34, Leixlip

"My transformer inference cost dropped 8× after I understood MZI weight mapping. The FDTD simulation module alone was worth the entire program."

MW

Marcus Webb

ML Research Scientist

DeepMind, London