This is an AAO appeal decision — a case denied once and appealed. It shows how the framework is applied; it is not the filing population.
The Petitioner proposes to develop machine learning embedded optimization frameworks for solving discrete optimization problems in model-based, black-box, and data-driven settings, including neural network models for vehicle routing problems, while publishing research in peer-reviewed journals and conferences.
Field: industrial engineering and operations research / machine learning optimization · Read the decision (uscis.gov)
EB-2 threshold — addressed
SCOPS found the Petitioner qualifies as a member of the professions holding an advanced degree; AAO did not disturb this finding. Petitioner holds a master's degree in industrial engineering and operations research.
Prong 1 — national importanceestablished
“we disagree and withdraw SCOPS' determination that the Petitioner did not establish the national importance of his proposed endeavor under Dhanasar's first prong.”
“the Petitioner has demonstrated both the substantial merit and national importance of his proposed research endeavor, and thus has established that he meets the first prong of the Dhanasar framework.”
AAO decision text
Prong 2 — well positionednot established · dispositive
“an advanced degree and a record of publications are not, on their own, sufficient to demonstrate that the Petitioner is particularly well positioned to advance the proposed endeavor.”
“the record lacks sufficient evidence demonstrating that the Petitioner's research has been implemented or has influenced his field beyond being referenced or relied upon by others in their research publications.”
“the letters do not offer sufficient, detailed, and concrete examples of how the Petitioner's work has been adopted, applied in practical settings, or changed the course of other research efforts.”
“the record lacks sufficient evidence demonstrating the Petitioner's role in securing that funding.”
“the evidence submitted does not sufficiently demonstrate that the Petitioner is well positioned to independently secure funding or lead the advancement of his proposed endeavor.”
AAO decision text
How the evidence was treated
- degree · credited
- citations publications · discounted
“citation metrics alone are not determinative of his ability to advance the proposed research endeavor in the future.”
AAO decision text - recommendation letter · discounted
“they, collectively, do not sufficiently explain the specific nature of the Petitioner's proposed research endeavor and how he is well positioned to advance it.”
AAO decision text - funding · discounted
“the record lacks sufficient detail regarding the Petitioner's special role or responsibilities in securing these funds.”
AAO decision text - other · credited
Where this case turned
- Citations insufficient · p2 — citation counts without qualitative account of impact
- Education alone insufficient · p2 — degrees offered as positioning — credentials are not a track record
- Funding absent · p2 — no documented funding or resources behind the plan
- Letters conclusory · p2 — letters praise skills in general terms without tracing specific impact
- Record of success insufficient · p2 — a claimed track record the documents do not establish
Notable
Unusually, the AAO reversed SCOPS on both prong 1 (national importance, which SCOPS had denied) and prong 2 (well positioned, which SCOPS had granted), resulting in a dismissal on prong 2 grounds despite SCOPS having found prong 2 satisfied. The AAO drew an extended comparison to the Dhanasar petitioner's government funding record (NASA, AFRL) to explain why this petitioner's participation in funded projects fell short. The self-citation issue was raised as a specific analytical concern limiting the objectivity assessment of citation impact.
Authorities this decision leans on
From the doctrinal survivor set — 187 authority tests across 47 distinct authorities cleared the differential-lift gates. Only those appear here.
- USCIS Policy Manual F.5(D)(2)
What this case teaches
Analyst reading of the decision text.
Prong 1 was met, but on de novo review AAO withdrew SCOPS's favorable prong-2 finding: citations, journal rankings, letters, and DOE funding (as a mere participant) showed interest, not a record of success.
National importance can be met and the case still lost on well-positioned; citations, journal rankings, and being a funded project participant show interest, not a record of success.
specific
critical_emerging_tech · field_advancement
person_focused
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