Grateful and excited to announce I’ll be joining the faculty and starting a new lab at @Yale_University in @YaleSEAS. The theme:
Physical computation, control, and complexity, mostly with photons.
See 🧵 for open positions and more. 1/8 @Yale_QI https://t.co/IzZWTT0kJS
We are welcoming applications from recent PhD graduates to join our laboratories as a YQI fellow! $80,000 +$5,000 yearly research fund + benefits + you can run into @HandsomeDanYale!
Applications open until Oct 27, 2024.
https://t.co/7mdDeyEEem
Differentiable Metropolis-Hastings: differentiate through Bayesian estimation to optimize models towards achieving desired probabilistic outcomes, with implementation in #julialang (#sciml)
For more information, see https://t.co/ZkT0zKzT6A
The Lake Como School of Advanced Studies on Machine Learning Photonics (MLPH) will take place on 2-6 September 2024!
Check the program online:
https://t.co/M1eWxfUom2
PhD students and postdocs are encouraged to apply: application deadline is June 15, 2024.
This is a great example of how entropy is not disorder.
Configurations of a supply of LEGO with some complex assemblies have *higher entropy* than configurations with only isolated bricks. So, with enough of an energy gradient (spin cycle) and enough concentration (mesh bag)…
*How can you you change the design of a photonic chip, such as a photonic neural-network processor, without needing to go back to a foundry to get another version fabricated?* 1/
Physical systems can develop soft modes to perform the tasks they are trained for, becoming more conductive and effectively lower dimensional. In a sense, they become what they learn.
Our new paper at @PhysRevE, with Andrea Liu and Vijay Balasubramanian.
As Prof. Weiner's former student, I am trying to collect stories and photos from your past interaction with Andy. If you would like to contribute, please check this post and help retweet/repost. Thank you all so much in advance!
https://t.co/f3MaoPrDK1
Tianyu was a founding member of our group at @CornellAEP and moved to start his own group at @BU_ece earlier this month. You can read what he's planning to get up to in Boston in the article below:
Can the intrinsic physics of multicomponent systems show neural network like computation?
Out now:
https://t.co/RNJS50MWtl
Led by Constantine Evans w/ Jackson O'Brien, Erik Winfree.
U Chicago summary: https://t.co/jgcH0GyGu9
It has been suggested that Gaussian boson sampling may provide a quantum computational advantage for calculating the vibronic spectra of molecules. Now, an equally efficient classical algorithm has been identified.
https://t.co/TD7fltQddX
The algorithmic capabilities of a real neuron are far beyond what the McCulloch-Pitts-Rosenblatt unit, the foundation of most artificial neural networks, can achieve. Our new controller neuron model is also available here: https://t.co/l4w61DQpGa
NIH budget: $51B.
NSF budget: $9.8B.
Amazon’s R&D budget alone: $73B.
Top 10 Nasdaq companies R&D: $222B.
We can better prioritize American public investment in research, which despite its meager inputs has delivered outsized public returns in science, technology and society
Grateful and excited to announce I’ll be joining the faculty and starting a new lab at @Yale_University in @YaleSEAS. The theme:
Physical computation, control, and complexity, mostly with photons.
See 🧵 for open positions and more. 1/8 @Yale_QI https://t.co/IzZWTT0kJS