Research and engineering support
Each service is written to make scope visible: what you send, what gets reviewed, and what kind of artifact can come back.
6 services shown
Research Services
For researchers facing a broad or fast-moving topic, this service organizes papers into a readable brief: theme clusters, recurring methods, important assumptions, citation trails, and practical follow-up questions. The OpenAI interface is reserved for later API-key backed automation, while the current service description focuses on a scoped human-reviewed workflow.
Simulation Help
LAMMPS support can include input-script review, boundary and ensemble checks, force-field organization, run-folder structure, dump/log parsing, Python post-processing, and reproducibility notes. It is best suited for researchers who have a target system or existing script and want a careful pass before scaling up runs.
Simulation Help
HFSS support is framed around electromagnetic simulation workflows: geometry and boundary setup review, port and excitation sanity checks, frequency sweep planning, parameter table organization, scriptable report extraction, and concise notes about what a result does or does not justify.
Simulation Help
QuTiP support can cover Hamiltonian construction, basis and tensor-product organization, solver selection, collapse operators, expectation values, plotting, notebook cleanup, and helper functions that make a quantum circuit or open-system simulation easier to rerun and inspect.
Custom Tools
Python scientific computing support can include NumPy/SciPy workflows, pandas data cleaning, Matplotlib or Plotly visual checks, notebook refactoring, CLI utilities, batch-run scripts, simulation output parsers, and small dashboards for lab-scale decision making.
Custom Tools
This service is for small, bounded software features: paper ingestion helpers, metadata cleanup, result comparison pages, automation scripts, report generators, lab dashboards, and glue code that connects existing research tools without forcing a full platform rebuild.
