{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T09:43:25Z","timestamp":1792489405960,"version":"4.5.0"},"posted":{"date-parts":[[2026]]},"group-title":"SSRN","reference-count":0,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"abstract":"<jats:p>Research that matters for systematic trading is scattered across communities that rarely read one another. Time-series classification, deep learning, empirical finance, market microstructure, derivatives, rough-path mathematics, statistics, decision theory, language models and practitioner writing each study objects that a trading desk needs, such as regimes, labels, liquidity, crosssections and search over signals, but they name them differently and often study them in isolation. This manuscript is a contribution in bridge-building. It builds a common vocabulary so that traders can find better alphas and so that mathematicians and machine-learning researchers can see where their skills apply in a hard, noisy, adversarial domain. The setting throughout is a semi-automated systematic fund. The evidence base is a Zotero collection of 1065 papers. An automated classification of titles and abstracts assigned each paper to one of 11 research silos, to one or more of 11 stages of a fund's pipeline, and to concept tags. Fourteen topical chapters, one per cluster of the collection, review the papers on their own terms and close with bridge notes that translate jargon between silos. Desk notes turn ideas into inputs, outputs and failure modes for a trading desk. A shared vocabulary, a set of cross-silo bridges, a blueprint of the fund and a list of open gaps tie the chapters together. The reader gets a map of the literature indexed by the stages of a real pipeline, a glossary that translates between communities, a set of concrete cross-silo proposals, and an honest account of what the method can and cannot claim. Silo and stage labels rest on abstracts, not full texts, and they are produced by an automated classifier. Synthesis and proposals are ours, not the cited authors'.<\/jats:p>","DOI":"10.2139\/ssrn.7630598","type":"posted-content","created":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T09:30:22Z","timestamp":1792488622000},"source":"Crossref","is-referenced-by-count":0,"title":["Trading Literature Atlas&amp;nbsp;For Semi-automated Systematic Trading"],"prefix":"10.2139","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1971-8824","authenticated-orcid":true,"given":"Sohhom","family":"Bandyopadhyay","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","container-title":[],"original-title":[],"deposited":{"date-parts":[[2026,10,20]],"date-time":"2026-10-20T09:30:22Z","timestamp":1792488622000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.ssrn.com\/abstract=7630598"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":0,"URL":"https:\/\/doi.org\/10.2139\/ssrn.7630598","relation":{},"subject":[],"published":{"date-parts":[[2026]]},"subtype":"preprint"}}