54
SUPERCONDUCTING QUBITS Theory Collaborators Prof. A. Blais (UdS) Prof. A. Clerk (McGill) Prof. L. Friedland (HUJI) Prof. A.N. Korotkov (UCR) Prof. S.M. Girvin (Yale) Prof. L. Glazman (Yale) Prof. A. Jordan (UR) Dr. M. Sarovar (Sandia) Prof. B. Whaley (UCB) IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley

MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

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Page 2: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MICROWAVE OPTICS & SUPERCONDUCTING

ARTIFICAL ATOMS

B.R. Johnson et al.,

Nature Physics 6 (2010)

M. Hatridge et al.,

Phys. Rev. B 83 (2011)

HOMODYNE COUNTING

LIGHT SOURCE

ATOM/CAVITY

DETECTOR

4 – 20 GHz

0

1

Tunable f, f

Page 3: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

4-8 GHz LINEAR CAVITIES

Q ~ 106-109…

Q ~ 105-106…

2D Planar

3D Waveguide

Page 4: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

THE NON-DISSIPATIVE JOSEPHSON

JUNCTION OSCILLATOR

0( ) sin( )I I

I0 ~ nA

I0 >mA

Quantized Levels

Non-linear Oscillator

S SI

: phase

difference

0( ) cos( )2

U Ie

( ) ( )2

d

V te dt

Page 5: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

THE DAWN OF COHERENCE

Observation of High Coherence in Josephson

Junction Qubits Measured in a Three-

Dimensional Circuit QED Architecture

T1, T2 ~ 1 ns T1, T2 ~ 100 msAl / AlOx / Al Al / AlOx / Al

Page 6: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

SUPERCONDUCTING TRANSMON QUBIT

• Tunable qubit frequency

• w01 ~ 5-8 GHz

• T1 , T2 ~ 100s ms

LJ ~ 13 nH C ~ 70 fF

J. Koch et al., Physical Review A 76, 042319 (2007)

Page 7: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

Josephson tunnel junctions

500 nm

Page 8: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

01Cavity

Transmission

Frequency

Page 9: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

EXPERIMENTAL SETUP

INPUT DRIVE

OUTPUT(~25 added photons)

T = 4K

T = 0.02 K

Page 10: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

SYSTEM NOISE TEMPERATURE

system noise w/o paramp = 7K

Page 11: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

PARAMETRIC AMPLIFICATION

W

0(

/2)

UI

e

0

2

LJ ~ 0.1 nH C ~ 10000 fF

M. J. Hatridge et al., Phys. Rev. B 83, 134501 (2011)

Page 12: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

4mm

SQUIDTunneljunction

100 mm

Nbground plane

Capacitor

Capacitor

Fluxline

Coupled to 50 WQ = 26

Al Lumped LC Resonator 4-8 GHz

Page 13: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

4th GENERATION CRYOPACKAGE

• Copper cover

• (prevents any coupling to box mode)

• Aluminum superconducting shield

• Magnet for tuning frequency

• Removable CPW launch

• Thermalizing strap

Page 14: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING
Page 15: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

• WEAK MEASUREMENT

• SINGLE QUBIT EXPERIMENTS

– Individual Quantum Trajectories

– Distribution of Quantum Trajectories

• TWO QUBIT MEASUREMENTS– Remote Entanglement

OUTLINE

Page 16: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

WEAK

MEASUREMENT

Page 17: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

{ {

I Q

QUBIT STATE ENCODED IN PHASE SHIFT

reflected signal

Q

I

01

PHASE SENSITIVE HOMODYNE MEASUREMENT

Page 18: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT: COUPLE TO E-M FIELD OF

CAVITY (Jaynes-Cummings)

01

Cavity

Transmission

Frequency

NEED TO DETECT ~ SINGLE

MICROWAVE PHOTONS in T1 ~ ms

VARY MEASUREMENT STRENGTH

USING DISPERSIVE SHIFT &

PHOTON NUMBER

∝ 𝑛

Page 19: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

STRONG vs. WEAK MEASUREMENT

Strong

Weak

READOUT/TOMOGRAPHY

CONTROL 𝑛𝜏

Page 20: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT STRENGTH

𝑆 =64𝜏𝜒2 𝑛𝜂

𝜅

𝑛k: cavity decay rate

h: detector efficiency

t: measurement time

c: dispersive shift

: photon number

𝑆 =Δ𝑉2

𝜎2

DV

2s

𝜂 = 0.49

S=0.32

S=3.2

S=7.0

01

𝑛

Page 21: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

WHAT DO YOU DO WITH THIS WEAK

MEASUREMENT SIGNAL?

1

0

• Control Signal for Feedback

(eg. Stabilized Rab Osc.)

• Construct Trajectories

• Feed it to Another Qubit to

Generate Entanglement

Page 22: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

OBSERVING SINGLE QUANTUM

TRAJECTORIES OF A

SUPERCONDUCTING QUBIT

CAN WE TRACK A PURE STATE ON THE

SURFACE OF THE BLOCH SPHERE?

K. Murch et al., Nature 502, 211 (2013).

Page 23: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

BACKACTION OF SINGLE QUADRATURE

MEASUREMENT

Q

I

Q

I

Cavity Output q=0

Cavity Output q=p/2

After Amplification q=0

Q

I

pump

After Amplification q=p/2

Q

I

pump

• Obtain qubit state

information

• Tip Bloch vector

• Obtain cavity photon

number information

• Rotate Bloch vector

Page 24: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

INDIVIDUAL TRAJECTORIES

• Prepare state along +x

x

z

y

0

1

0

1

𝑉𝑚 𝜏 =1

𝜏 0

𝜏

𝑉 𝑡 𝑑𝑡

• Continuous weak measurement

• Integrated readout is trajectory

Page 25: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

BAYESIAN UPDATE

Event:

A = Avalanche S = Snow > 10 feet

𝑃 𝐴 𝑆 =𝑃 𝑆 𝐴 𝑃(𝐴)

𝑃(𝑆)

Posterior: Chance of an

avalanche given snow

Likelihood: Prob. snow

accompanied avalanchePrior: Historic chance

of an avalanche

Prob. of Snow P( V) = P(V|) P()

P(V)

V

P

P

V

P(V|) P(V|)

P(V)

Page 26: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

WEAK MEASUREMENT OF THE QUBIT STATE

• Initial state along +X

• Measure Z (phase quadrature)

𝜎𝑍 |𝑉𝑚 ≝ 𝑍𝑍

𝜎𝑋 |𝑉𝑚 ≝ 𝑋𝑍

𝜎𝑌 |𝑉𝑚 ≝ 𝑌𝑍

WANT

TO

EVALUATE:

BAYES

RULE:

𝑍𝑍 = tanh(𝑉𝑚𝑆

2Δ𝑉)

𝑋𝑍 = 1 − 𝜎𝑍2𝑒−𝛾𝜏

𝛾 = 8𝜒2 𝑛 1 − 𝜂 /𝜅 + 1/𝑇2∗

TOMOGRAPHIC

PROCEDURE:

S=0.32

Page 27: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

WEAK MEASUREMENT OF THE PHOTON NUMBER

𝜎𝑍 |𝑉𝑚 ≝ 𝑍𝜙

𝜎𝑋 |𝑉𝑚 ≝ 𝑋𝜙

𝜎𝑌 |𝑉𝑚 ≝ 𝑌𝜙

WANT

TO

EVALUATE:

BAYES

RULE:

𝑋𝜙 = cos(𝑆𝑉𝑚2Δ𝑉

)𝑒−𝛾𝜏

𝑌𝜙 = sin(𝑆𝑉𝑚2Δ𝑉

)𝑒−𝛾𝜏

𝑛=0.46

𝑛=0.46

Page 28: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

REALTIME TRACKING

• Prepare qubit along X axis

• Evolve under measurement

• Use Bayes rule to update

our guess of the qubit state

(dots)

• Perform tomography for each

time step (solid)

Page 29: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

DISTRIBUTION OF

QUANTUM

TRAJECTORIES

Page 30: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT INDUCED DYNAMICS ONLY

Initial State along +x

Integration time t needed

to resolve state: 1.25 ms

Page 31: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT w. POSTSELECTION

Initial State along +x

Final State at z = -0.85

Can Identify Most Likely Path

Predict with Theory?

Page 32: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

EXTREMIZING THE QUANTUM ACTION

Classical Example: Kramer’s Escape

• Consider paths to saddle point L

• Establish canonical phase space (p,q)

• Define action S

• Calculate most favorable path, etc…

L

Quantum Case for Pre/Post-Selected Trajectories:A. Chantasri, J. Dressel, A.N. Jordan, PRA 2013

• Consider paths connecting quantum state

qIqF

• Double quantum state space ( canonical)

• Express joint probability of measurement

& trajectories as path integral

• Minimize action

ODE for equation of motion

• Calculate statistical distributions

• Treat case of measurement backaction

with control pulses W (Schrödinger dynamics)

Page 33: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

Initial State along +x

Final State at z = -0.85

EOM for Optimized Path

𝑥 𝑡 = 𝑒−𝛾𝑡sech( 𝑟𝑡 𝜏)

𝑧 𝑡 = tanh( 𝑟𝑡 𝜏)

No Driving (W=0)

r: detector output max likelihood

Z

X

MEASUREMENT w. POSTSECLECTION: THEORY

Page 34: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

QUANTUM

TRAJECTORIES

WITH RABI DRIVING

Page 35: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

WITH RABI DRIVE

TRAJECTORIES w. RABI DRIVE: TOMOGRAPHY

• Individual trajectories show “high purity”

NO RABI DRIVE

• Trajectories w. Rabi drive: two step update (master eqn. + Bayes)

Page 36: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

DISTRIBUTION OF RABI TRAJECTORIES

Excellent agreement with ODE solutions

Page 37: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

“TRACKING ENTANGLEMENT

GENERATION BETWEEN TWO SPATIALLY

SEPARATED SUPERCONDUCTING QUBITS”

CAN WE ENTANGLE TWO REMOTE

SUPERCONDUCTING QUBITS via

MEASUREMENT ?

N. Roch et al., PRL 112, 170501, 2014

Page 38: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

TWO DISTANT QUBITS

Page 39: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING
Page 40: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

JOINT DISPERSIVE MEASUREMENT

Theory Proposal: Kerckhoff et al., Phys Rev A 2009

I

Q

Page 41: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

Theory Proposal: Kerckhoff et al., Phys Rev A 2009

I

Q

0

1

JOINT DISPERSIVE MEASUREMENT

Page 42: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

I

Q

JOINT DISPERSIVE MEASUREMENT

Page 43: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

I

Q

JOINT DISPERSIVE MEASUREMENT

Page 44: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

No classical OR quantum observer can discriminate eigenstates; system is perturbed, but not projected, by measurement.

Hatridge et al., Science 2013

WEAK CONTINUOUS MEASUREMENT

Page 45: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT HISTOGRAMS

Page 46: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

MEASUREMENT INDUCED ENTANGLEMENT

Page 47: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

TRAJECTORIES

Ensemble measurements:

Single experimental realization:

(measurement back-action)

Quantum trajectory reconstruction allows us to directly observe quantum state evolution under measurement

Single Qubit Trajectories: Murch et al., Nature 2013Weber et al., Nature 2014

Page 48: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

PULSE SEQUENCE & ANALYSIS

Page 49: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

QUANTUM BAYESIAN UPDATE

Page 50: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

BAYESIAN TRAJECTORY RECONSTRUCTION

Page 51: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

BAYESIAN TRAJECTORY RECONSTRUCTION

Page 52: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

CONDITIONAL TOMOGRAPHY MAPPING

Page 53: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

FUTURE DIRECTIONS

• IMPROVE DETECTION EFFICIENCY (ON-CHIP PARAMPS)

• TRAVELING WAVE AMPLFIERS (BW ~ 2 GHz)

• FEEDBACK STABILIZATION OF ENTANGLEMENT

• WEAK MEASUREMENT IN QUBIT CHAINS

Adaptive State Estimation (cf. tomography)

Weak Value Amplification of Errors/Couplings

Information Flow / Equilibration / Perturbations

Page 54: MAPPING THE OPTIMAL ROUTE BETWEEN TWO ...cs191/fa14/lectures/...IRFAN SIDDIQI Quantum Nanoelectronics Laboratory Department of Physics, UC Berkeley MICROWAVE OPTICS & SUPERCONDUCTING

QNL

Dr. Shay Hacohen-Gourgy

Dr. David Toyli

Natania Antler

Andrew Eddins

Chris Macklin

Leigh Martin

Vinay Ramasesh

Mollie Schwartz

Steven Weber

Alumni

Dr. Kater Murch (Wash U)

Dr. Ofer Naaman (NGC)

Dr. Nico Roch (CNRS)

Dr. Andrew Schmidt (IBM)

Dr. R. Vijay (TIFR)

Michael Hatridge (Yale)

Edward Henry

Eli Levenson-Falk (Stanford)

Zlatko Minev (Yale)

Ravi Naik (U. Chicago)

Anirudh Narla (Yale)

Seita Onishi (UC Berkeley)

Daniel Slichter (NIST)

Yu-Dong Sun