{"id":181,"date":"2024-06-10T16:28:46","date_gmt":"2024-06-10T16:28:46","guid":{"rendered":"https:\/\/sabba.me\/nmr\/?p=181"},"modified":"2024-06-10T16:35:45","modified_gmt":"2024-06-10T16:35:45","slug":"evolution-constrained-bounds-on-polarization-transfer-in-i_ns-spin-systems-part-ii-adiabatic-sweeps","status":"publish","type":"post","link":"https:\/\/sabba.me\/nmr\/2024\/06\/10\/evolution-constrained-bounds-on-polarization-transfer-in-i_ns-spin-systems-part-ii-adiabatic-sweeps\/","title":{"rendered":"Evolution-Constrained Bounds on Polarization Transfer in I_{N}S Spin Systems Part II: Adiabatic Sweeps"},"content":{"rendered":"\n<p>Everybody loves adiabatic sweeps. They are a popular way of achieving I<sub>z<\/sub> \u2192 S<sub>z<\/sub> polarization transfer because you can kill two birds with one stone: you usually get an impressive enhancement factor as well as automatic robustness against errors in whatever parameter you felt like sweeping, whether it was pulse strength, resonance offsets\/detuning, or something else.<\/p>\n\n\n\n<p>But what goes up must come down. Here&#8217;s the unfortunate catch: an adiabatic sweep can never give you the <em>maximum <\/em>possible enhancement factor. See my OEIS sequence <a href=\"https:\/\/oeis.org\/A362534\" data-type=\"link\" data-id=\"https:\/\/oeis.org\/A362534\">A362534<\/a>, and consult the <a href=\"https:\/\/sabba.me\/nmr\/2024\/06\/10\/evolution-constrained-bounds-on-polarization-transfer-in-i_ns-spin-systems-part-i-refocused-inept\/\" data-type=\"link\" data-id=\"https:\/\/sabba.me\/nmr\/2024\/06\/10\/evolution-constrained-bounds-on-polarization-transfer-in-i_ns-spin-systems-part-i-refocused-inept\/\">Sacred Table<\/a>:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"803\" height=\"747\" src=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-15.png\" alt=\"\" class=\"wp-image-182\" srcset=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-15.png 803w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-15-300x279.png 300w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-15-768x714.png 768w\" sizes=\"auto, (max-width: 803px) 100vw, 803px\" \/><\/figure>\n\n\n\n<p>In this blog post we&#8217;re going to try and deal with the adiabatic column of this table, but I should first provide a disclaimer: note that the basic observation that adiabatic sequences do not lead to the maximum possible transfer of polarization dates back (at least) to Hodgkinson and Pines&#8217; paper from 1997 [<a href=\"https:\/\/pines.berkeley.edu\/sites\/default\/files\/publications\/cross-polarization_efficiency_in_ins_systems_using_adiabatic_rf_sweeps.pdf\" data-type=\"link\" data-id=\"https:\/\/pines.berkeley.edu\/sites\/default\/files\/publications\/cross-polarization_efficiency_in_ins_systems_using_adiabatic_rf_sweeps.pdf\">1<\/a>]. The adiabatic-associated bounds themselves were derived by Chingas, Garroway, and friends at the US Naval Research Laboratory [<a href=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/ja00528a002\" data-type=\"link\" data-id=\"https:\/\/pubs.acs.org\/doi\/pdf\/10.1021\/ja00528a002\">2<\/a>, <a href=\"https:\/\/doi.org\/10.1016\/0022-2364(80)90190-0\" data-type=\"link\" data-id=\"https:\/\/doi.org\/10.1016\/0022-2364(80)90190-0\">3<\/a>] even earlier.<\/p>\n\n\n\n<p>The bounds on an adiabatic I<sub>z<\/sub> \u2192 S<sub>z<\/sub> transfer, in I<sub>N<\/sub>S spin systems, are simply:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"679\" height=\"105\" src=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-20.png\" alt=\"\" class=\"wp-image-187\" srcset=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-20.png 679w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-20-300x46.png 300w\" sizes=\"auto, (max-width: 679px) 100vw, 679px\" \/><\/figure>\n\n\n\n<p>Where we have used our good friend <a href=\"https:\/\/sabba.me\/nmr\/2024\/02\/20\/catalan-triangle-and-clebsch-gordan-multiplicities\/\" data-type=\"link\" data-id=\"https:\/\/sabba.me\/nmr\/2024\/02\/20\/catalan-triangle-and-clebsch-gordan-multiplicities\/\">the Catalan triangle<\/a> to avoid doing more group theory than we really need to. (I shall not bear <a href=\"https:\/\/pbs.twimg.com\/media\/F3Rzk56XsAA5jp8?format=png&amp;name=small\" data-type=\"link\" data-id=\"https:\/\/pbs.twimg.com\/media\/F3Rzk56XsAA5jp8?format=png&amp;name=small\"><em>gruppenpest<\/em><\/a> in this house.)<\/p>\n\n\n\n<p>But hold on, where does the above result come from? The bound is very simply obtained by considering the much easier problem of an adiabatic I<sub>z<\/sub> \u2192 S<sub>z<\/sub> transfer in a two-spin subsystem (I = \u2113, S = 1\/2):<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"467\" height=\"86\" src=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-19.png\" alt=\"\" class=\"wp-image-186\" srcset=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-19.png 467w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-19-300x55.png 300w\" sizes=\"auto, (max-width: 467px) 100vw, 467px\" \/><\/figure>\n\n\n\n<p>All we&#8217;ve really done here is some sneaky normalization i.e. multiply by the (2\u2113+1) factor associated with the old 1-spin-\u2113 basis, divide by the 2<sup>N<\/sup> factor associated with the new N-spin-1\/2 basis, and you&#8217;re golden. Then, just consult the aforementioned Catalan triangle to account for the multiplicity of the spin-\u2113 manifolds [As emphasized in that blog post, a common theme in tackling multispin problems where permutation symmetry is strictly satisfied, is solving for the irreducible subspaces and simply adding things up.]<\/p>\n\n\n\n<p>Conveniently, it turns out that there is a closed form for the adiabatic-associated bounds:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"822\" height=\"159\" src=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-22.png\" alt=\"\" class=\"wp-image-190\" srcset=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-22.png 822w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-22-300x58.png 300w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-22-768x149.png 768w\" sizes=\"auto, (max-width: 822px) 100vw, 822px\" \/><\/figure>\n\n\n\n<p>Which I think is somewhat less intimidating than the equivalent form given in the aforementioned paper by Chingas et al.:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"785\" height=\"147\" src=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-24.png\" alt=\"\" class=\"wp-image-192\" srcset=\"https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-24.png 785w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-24-300x56.png 300w, https:\/\/sabba.me\/nmr\/wp-content\/uploads\/2024\/06\/image-24-768x144.png 768w\" sizes=\"auto, (max-width: 785px) 100vw, 785px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Everybody loves adiabatic sweeps. They are a popular way of achieving Iz \u2192 Sz polarization transfer because you can kill two birds with one stone: you usually get an impressive enhancement factor as well as automatic robustness against errors in whatever parameter you felt like sweeping, whether it was pulse strength, resonance offsets\/detuning, or something [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-181","post","type-post","status-publish","format-standard","hentry","category-theory"],"_links":{"self":[{"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/posts\/181","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/comments?post=181"}],"version-history":[{"count":2,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/posts\/181\/revisions"}],"predecessor-version":[{"id":193,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/posts\/181\/revisions\/193"}],"wp:attachment":[{"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/media?parent=181"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/categories?post=181"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sabba.me\/nmr\/wp-json\/wp\/v2\/tags?post=181"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}