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ACCEPTING PHD STUDENTS
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Assoc Professor Aaron Danner
status-symbol ACCEPTING PHD STUDENTS
Faculty & Department
Electrical and Computer Engineering
Joint Appointments

Associate Professor, Centre For Devt. Of Teaching & Learning, Integrative Sciences and Engineering

Jt Appt - Assoc Professor, Adjunct Researchers, Solar Energy Research Inst of S'pore

Education

Doctor of Philosophy, University of Illinois, Urbana-Champaign, United States

Bachelor of Science in Electrical Engineering, University of Missouri, United States

Bio

Take a look at a tour of my optics lab, where I speak all four official languages of Singapore (using AI, of course!)  In my lab, we create chip-based photonic hardware that can execute mathematical operations thousands of times faster than a GPU can.

Video of Lab Tour

Check out my group’s website as well!

https://danner.group/

Contact Information

Chip-based photonics for AI hardware acceleration, deep learning, and quantum information processing

AI, Machine Learning, Optoelectronics, Photonics, Optics, Semiconductors

Did you know that chip-based photonics hardware can take a matrix-vector product nearly three orders of magnitude faster than the best GPU?  A few picoseconds is all that’s required; we just need to build it. My group is involved in optics and photonics hardware, especially materials and structures that can enhance light-matter interaction, in order to target applications in highly fast and highly parallel computing, optical communications, quantum information processing, and holography. We are interested in fabrication with nonlinear optical materials and devices, and our group is actively engaged in industrially-relevant research in vertical cavity lasers, solar cells, and nonlinear optical materials useful for long distance optical fiber communications and on-chip quantum optics with lithium niobate-on-insulator and barium titanate-on insulator. Materials such as lithium niobate are traditionally rather difficult to work with in terms of practical fabrication challenges, but overcoming some of these challenges would permit photonics-on-chip applications, quantum-optics-on-chip applications, and allow miniaturization of traditionally large external optical modulators. This will be necessary not only for future optical datacom applications, but also for quantum optics applications where programmatic control of single photons will ultimately be required.  Our group recently was awarded a $7 million Competitive Research Project from Singapore’s National Research Foundation related to Ising Computers and we are actively working on optical Ising machines and optical hardware for neuromorphic computing.

My group also hosts the undergraduate student NUS Solar Powered Helicopter Team, which in 2018, was the first to achieve controlled 100% solar flight in a rotorcraft.

My Mentoring Style

How would you describe your mentoring style in terms of freedom given to your students?

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Autonomy
Adaptive
Mentorship

Selecting Research Topics?

How do you guide your PhD students in selecting research topics?

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Curated
Align
Collaborate
Student-led

Setbacks / Challenges

How do you handle setbacks or challenges faced by your PhD students?

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Independent
Nudge
Guidance

Feedback

How do you give feedback on your students’ thesis drafts and progress?

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Minimal
Brief
Detailed

Consultation Frequency

How often do you typically meet your PhD students one-on-one for consultation?

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Weekly
Bi-Weekly
Monthly
As Needed

Research Group Meetings

How often do you typically hold lab meetings where your PhD students present their research work to the class?

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Weekly
Bi-Weekly
Monthly
As Needed
Contact Information