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Research & PhD projects

Academic research directions across industries. Separate from the main Idea Database.

AdvancedPhD / Research

PhD research: demand sensing shocks in commerce research via large-scale empirical analysis for publ

Academic research project in commerce research on demand sensing shocks. Suitable for PhD or advance

retail-ecommerce

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AdvancedPhD / Research

PhD research: demand sensing shocks in commerce research via large-scale empirical analysis across m

Academic research project in commerce research on demand sensing shocks. Suitable for PhD or advance

retail-ecommerce

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study in low-resource se

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with fairness cons

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study under data scarcit

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with human oversig

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study for public-sector

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study across multilingua

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study using open dataset

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with reproducibili

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study in emerging market

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with privacy budge

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with uncertainty e

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study for longitudinal m

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study across demographic

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

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AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via mixed-methods study with energy-effici

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis in low-

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis with fa

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis under d

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis with hu

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis for pub

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: accessibility multimodal AI in HCI research via large-scale empirical analysis across

Academic research project in HCI research on accessibility multimodal AI. Suitable for PhD or advanc

social-consumer

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study in low-resource sett

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with fairness constr

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study under data scarcity

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with human oversight

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study for public-sector us

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study across multilingual

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study using open datasets

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with reproducibility

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study in emerging markets

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with privacy budgets

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study using multimodal evi

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

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AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with uncertainty est

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study for longitudinal mon

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study across demographic g

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via mixed-methods study with energy-efficien

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via large-scale empirical analysis in low-re

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via large-scale empirical analysis under dat

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via large-scale empirical analysis for publi

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: earth observation change in space systems via large-scale empirical analysis across mu

Academic research project in space systems on earth observation change. Suitable for PhD or advanced

spacetech

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study in low-resource

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

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AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study with fairness co

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study under data scarc

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study with human overs

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study for public-secto

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study across multiling

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

AdvancedPhD / Research

PhD research: edge compute placement in networking research via mixed-methods study using open datas

Academic research project in networking research on edge compute placement. Suitable for PhD or adva

telecom

Open idea →Request roadmap

Popular paths on this site — useful if you arrived from search or want a related corner of the catalog.

Frequently asked questions

Is this the same as the Idea Database?: No. Research & PhD is an academic catalog only. Projects are tagged PhD/research and do not appear in the main Idea Database.
How do industry filters work?: Click a subject chip under By industry / subject to show only projects in that vertical. Use All or Clear filter to reset.
Who are these projects for?: PhD candidates, supervisors, and graduate labs looking for bounded research directions with methods, difficulty, and industry context.
What does Advanced or deep-tech mean here?: Estimated research difficulty and resource intensity — not a business valuation. Deep-tech projects typically need longer timelines and specialized skills.