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VW Solves Quantum Chemistry Problems on a D-Wave Machine

88 pointsby saligneover 6 years ago

9 comments

twtwover 6 years ago
... and couldn&#x27;t get the correct answers for LiH. Interesting that the article didn&#x27;t mention this.<p>From the paper:<p>&gt; For lithium hydride, LiH, we were not able to reproduce closely the ground state energy with the currently available hardware. When accounting for 3 orbitals and using a scaling factor of r = 4, we already had to use 1558 qubits, which is a large fraction of available qubits. To summarize: the investigated method in general works, but it might be difficult to apply it to larger systems.
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sampoover 6 years ago
&gt; The researchers did not run a similar algorithm on a conventional computer system to see whether the D-Wave computation was faster.
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zarothover 6 years ago
I appreciated the rudimentary presentation of the capabilities and limitations of the machine and calling out the connectivity of the qubits versus a universal quantum machine which would have full connectivity between all the bits.<p>I’d be curious is there a simple formula for calculating the “effective universal qubits” of the D-Wave?<p>2,048 indeed sounds like a lot of qubits based on my extremely limited knowledge of quantum, but with only ~6k connections versus fully connected which would be n(n-1)&#x2F;2 = ~2mil is it just a marketing gimmick?<p>Why is it useful to push the bit count so high if the connectivity is so limited?
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martinlazover 6 years ago
The paper: <a href="https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;1811.05256" rel="nofollow">https:&#x2F;&#x2F;arxiv.org&#x2F;abs&#x2F;1811.05256</a>
Havocover 6 years ago
&gt;For beginners, he says, an actual D-Wave device isn’t even necessary.<p>I find this somewhat surprising.<p>If you think of AI code designed for GPUs, there I can see &quot;yeah you can practice on a CPU&quot;. It&#x27;ll suck but it&#x27;ll work.<p>For quantum tech the entire sales pitch is that it&#x27;s fundamentally different...doing what&#x27;s near impossible on conventional hardware.<p>Yes I realise he&#x27;s talking about the library so annealing on a CPU I guess but still seems like a very strange comment in this context.
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AlexCoventryover 6 years ago
What&#x27;s the business motivation of this research, for VW?
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iamgopalover 6 years ago
VW also does science ? Nice to know. Is it related to battery technology etc ? Or such companies usually invest in fundamental research ?
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nickpsecurityover 6 years ago
Wouldnt these potential customers of D-Wave be better off just buying a HPC cluster with lots of CPU&#x27;s, GPU&#x27;s, and FPGA&#x27;s? Probably more opportunities for hardware reuse, too.
crb002over 6 years ago
Curious to see Aaronson&#x27;s criticism.
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