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Neural Machine Translation
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Let’s translate that wiring diagram into a practical roadmap. Linear spectroscopy (like standard UV-Vis or IR) is like ringing a bell once and listening to the echo. You get the bell’s natural frequencies, but you can’t tell how the bell’s parts interact.

is like ringing the bell with two mallets at once, or ringing it, then hitting it again a femtosecond later. You now see how vibrations talk to each other, how energy flows, and what the bell’s hidden structure is.

If you’ve ever opened Shaul Mukamel’s “Principles of Nonlinear Optical Spectroscopy” , you know the feeling: on page one, you’re already drowning in Green’s functions, Liouville space superoperators, and diagrams that look like molecular spaghetti. It’s the Bible of the field—but reading it cover-to-cover is like learning to drive by studying a car’s wiring diagram.

New subscription terms for the PROMT.One application on Android
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PROMT presented new solutions for private and corporate users
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PROMT machine translation has shown excellent results at WMT21
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