{"uid":"cap_3RtOX1XB7COvfr6UWy2Ze","slug":"macaroon-network-polymathica-heated-channel-job-submission-0631c6ff","name":"Macaroon Network Polymathica Heated Channel Job Submission","description":"Durable asynchronous GPU-job submission. Settlement means the job was accepted and a job_id was returned; it does not mean the eventual PINN result converged or passed validation.","url":"https://api.macaroonnetwork.com/execute/polymathica-heated-channel-job-v1","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object"},"type":{"type":"string","const":"http"},"method":{"enum":["POST","PUT","PATCH"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":{"type":"json","example":{"payload":{"job_id":"","status":"running"},"settled":true,"predicate_passed":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.25","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.25/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.25","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_assqTu9oi2BIl228VBXLq","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.25","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Asynchronously submits a GPU-accelerated PINN (Physics-Informed Neural Network) heated-channel simulation job and returns a job_id upon acceptance","exampleAgentPrompt":"Submit a heated channel simulation job to Macaroon Network's Polymathica GPU cluster using my JSON payload — I need it queued for async processing and want back the job ID so I can track it later.","exampleUseCases":[{"title":"Thermal hydraulics CFD batch run","prompt":"Queue up my heated channel simulation on Macaroon Network — here's the JSON body with the channel geometry and boundary conditions. I just need the job_id back so I can poll for results later."},{"title":"Automated PINN pipeline orchestration","prompt":"As part of my automated physics pipeline, submit this heated channel PINN job to Macaroon Network via POST with the JSON body I've prepared, and return the job_id so the next stage can monitor convergence."},{"title":"One-off GPU simulation for research","prompt":"I need to run a single heated channel flow simulation on Macaroon Network's Polymathica infrastructure — can you submit the job with this configuration payload and tell me the job ID it returns?"}],"resultDescription":"Returns a job_id confirming the GPU simulation job was accepted into the queue. Settlement indicates acceptance only — not convergence or validation of the PINN result. The response does not include final simulation outputs, which must be retrieved separately once the job completes.","failureModes":["Missing required 'input' field or nested required fields (type, method, bodyType, body) returns validation error","Invalid enum value for method (not POST/PUT/PATCH) or bodyType (not json/form-data/text) causes rejection","Payment failure or insufficient USDC balance returns 402 Payment Required","GPU cluster unavailability may cause job submission to fail with 5xx error","Malformed JSON body returns 400 Bad Request","Job accepted but PINN simulation may later fail to converge — job_id returned does not guarantee a successful result"],"whenToPreferThis":"Use this endpoint when you need to submit a heated channel physics-informed neural network simulation job asynchronously to a GPU cluster via Macaroon Network's Polymathica platform. Prefer this over synchronous alternatives when your workload is computationally intensive and you can tolerate batch-style turnaround. This is the right choice when you need a durable job reference (job_id) to track the simulation separately. Do not use this endpoint if you need immediate, synchronous results or if you are looking to retrieve, validate, or analyze an already-submitted job.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T17:22:52.936Z","isFirstParty":false}