Concept diagram
ASME FEDSM 2026
One Wing for Two Worlds: A Bio-Inspired Design for Cross-Domain Vehicles
A bio-inspired wing design for vehicles that move between air and water.
Accepted
YH INTELLIGENCE / RESEARCH
Research papers
Scientific machine learning, ocean engineering and related methods. Browse research topics, conference venues and publication records.
PAPERS
Papers
As of September 4, 2026: eight papers accepted, including one published in IEEE Xplore. This includes the founder’s earlier research and work with the team.
8 of 8 papers
Concept diagram
ASME FEDSM 2026
Residual Manifolds and Cloud Uncertainty: A Unified Framework Validated in Aerodynamic Coefficient Prediction
Residual structure and uncertainty modeling for aerodynamic-coefficient prediction.
Accepted
ASME IMECE 2026
Complex Spectral Binding Networks for High-Entropy Fluid Dynamics: Solving the Spectral Fidelity Paradox in Atmospheric Gravity Waves
Complex spectral representations and spectral fidelity in atmospheric gravity-wave reconstruction.
Accepted
Concept diagram
ASME IMECE 2026
A Speed-Gradient Operator for Asymptotic Static State Recovery in Unsteady Viscous Flows
Recovery of asymptotic static states from unsteady viscous flows.
Accepted
Concept diagram
IEEE OCEANS 2026 · SANYA
The Critical Maneuverability Theorem: A First-Principles Design Framework for Agile Supercavitating Vehicles
A first-principles design framework for the maneuverability of supercavitating vehicles.
PublishedPublication record
Concept diagram
IEEE OCEANS 2026 · MONTEREY
An Analytic Acoustic Evaluation of Cavitator Geometries for Supercavitating Vehicles
Acoustic analysis of cavitator geometries for supercavitating vehicles.
Accepted
IEEE OCEANS 2026 · MONTEREY
Causal Evaluation of a Compact Phase-Field ConvLSTM for Observation-Only ENSO Forecasting
Observation-only ENSO forecasting with causal evaluation.
Accepted
Concept diagram
IEEE OCEANS 2026 · MONTEREY
Physics-Regularized Sea State Classification with an 8-Bit Microcontroller Decision Head
Physics-regularized sea-state classification with a decision head that runs on an 8-bit microcontroller.
Accepted
Conferences and paper figures
CONFERENCES / 2026
Conferences accepting our work
ASME / 2026
Fluids Engineering Division Summer Meeting
Fluids Engineering Division Summer Meeting
02 papers accepted
ASME / 2026
International Mechanical Engineering Congress & Exposition
International Mechanical Engineering Congress & Exposition
02 papers accepted
SANYA + MONTEREY / 2026
OCEANS 2026
Ocean engineering and technology conference
Organizer
04 papers accepted · 1 published
02 / INSIDE THE PAPERS
Inside the research
Selected figures from the manuscripts.
ASME IMECE 2026
Atmospheric gravity-wave reconstruction
A comparison of reconstruction results from the complex spectral network and spatial or frequency-domain models.
Paper page 5 · Figure 3 · © 2026 ASMEEnlarge
IEEE OCEANS 2026 · MONTEREY
ENSO forecasting
Correlation and error at several forecast horizons for an observation-driven phase-field ConvLSTM.
Paper page 4 · Figure 2Enlarge
Research tools
YH / Open-source Skill
GitHubOpen-source Skill
Research Editor Gate
Language and methods review for papers
Review a paper’s claims, numbers, and citations, edit what the evidence supports, and list the research that is still needed.
MITLicense
Details and contents
A single editor reviews an existing research manuscript for claim-to-evidence alignment, numbers, citations, terminology, methods, and Chinese or English prose. Missing research is returned as a structured request, and editing resumes when the evidence arrives.
- Environment and languages
- Codex · 中文 / English
- License
- MIT
- Structured handoff
- EDITOR_GATE.json
Includes SKILL.md, handoff-format documentation, examples, and a validation script.
YH / Open-source Skill
GitHubOpen-source Skill
Universal Theoretical Research Skill
Workflow for theoretical research
A Codex Skill for defining propositions, developing proofs, searching for counterexamples, and checking results.
MITLicense
Details and contents
A working method for proof development, counterexample search, and theorem-level research in Codex. It begins by fixing the proposition and assumptions, organizes derivation and verification, and keeps proved results separate from open questions.
- Environment
- Codex
- License
- MIT
Includes SKILL.md, research references, and agent configuration.
Files, licenses and evaluation methods are in the linked repositories. Earlier entries were checked on September 17, 2026; the Vision record was added on September 21, 2026. These are dated results, not new tests of the current download.
Some Hugging Face entries show downloads in the last 30 days, synchronized hourly. Counts do not represent unique users. See the definitions for models and datasets.