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Terahertz Emitter Modeling

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Optimize emitter design for specific applications ... Crossover, mutation, mating, niches. Iterate till convergence. Future directions ... – PowerPoint PPT presentation

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Title: Terahertz Emitter Modeling


1
Terahertz Emitter Modeling
  • Jacob Gagnon, MIT

Advisor Prof. Ram-Mohan (WPI, QSA) Mentor Dr.
Paul Sotirelis (HPC) Partner Jonathan Moussa
(WPI)
2
The Terahertz Project Overview (2-3 yrs)
  • Terahertz emission (UMass, Italy) solid state
    device emitting radiation at terahertz
    frequencies in all directions
  • Optimize emitter design for specific applications
  • Resonant Cavity Focuses the radiation, waves
    reinforces each other for higher output
  • Detection

Me
UMass
3
Why Build a Terahertz Laser?
  • Pathogen Detection (shine laser, excites bonds
    into high energy vibrational and rotational
    states, detection)
  • Communications
  • Airport Security (clothes, cardboard)
  • Medical Applications (tooth decay)

4
My Tasks for the Summer
  • Matrix library conversion
  • Physics of terahertz lasers and emitters
  • Derivation of governing equations
  • Computer model of a terahertz emitter
  • Optimal emitter design for specific applications

5
How do you Build a Terahertz Emitter?
AlGaAs
GaAs
AlGaAs
GaAs
AlGaAs
Electrons are free in two of the dimensions
  • Thickness of layer -gt thickness of well
  • Material -gt barrier and well heights
  • Wave Function and Energy Level Engineering
  • FEM Generality

2D
In 2D and 3D, energy levels arent flat, instead
electrons fill up the energy states of the
parabola.
6
Emitter Design Ideal Case
  • 3 well, Multi stage (3 wells repeated), device
    under voltage
  • Current injected to the left
  • Self-consistency (e-e interaction, doping)
  • Operation of emitter
  • 3 to 2 photon emission each stage
  • 2 to 1 interface phonon
  • Tunneling to next stage (1 to 3)

7
Emitter Design Collision Processes
  • e-e scattering
  • Confined phonons
  • Interface phonons
  • Photon emission (an electron emitting a photon)
    and gain (total of photons emitted in the
    system minus total absorbed)
  • Bulk optical phonons (vibrations of the system as
    a whole colliding with an electron)

8
Lifetime calculation
What is e-e Scattering?
2
1
2
1
  • The of scattering events per second
  • Find matrix element ( of scattering events with
    specific momentum and spin)
  • Apply Fermi blocking effects (likelihood state is
    free vs occupied)
  • Sum over all momentum, spin, location
  • Apply energy conservation
  • Apply momentum conversation
  • 7 dimensional integral

9
e-e Results
S(kI 0)
n1 1011, n2 x 1011
10
What is Confined Phonon Scattering?
AlGaAs
GaAs
AlGaAs
GaAs
AlGaAs
  • Sinusoidal lattice vibrations confined in a layer
    colliding with an electron
  • Find of scattering events per second
  • Compared results (Rudin and mine)
  • Use of infinite barrier (kI 0)

Width of layer
11
Interface Scattering
  • Find of scattering events per second
  • Decaying and growing oscillations emanating from
    interface
  • What an interface mode looks like

12
Rate Equations
of scattering events for e-e, confined phonons,
interface phonons, and photons
Gain
Injector current
13
Optimization
  • Constrained multiple objective genetic algorithm
  • Maximize gain, minimize threshold current,
    minimize e-e collisions
  • Pareto dominance
  • Initial population of individuals
  • Crossover, mutation, mating, niches
  • Iterate till convergence

14
Future directions
  • Other physical processes
  • Optimization for specific applications
  • Resonator design
  • Detector
  • Parallelization
  • Matrix library (matrix operations)
  • Numerical Integration (break up loops)
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