{"product_id":"agent-orchestrated-engineering-simulation-fast-9781808653025","title":"Agent Orchestrated Engineering Simulation - FAST","description":"\u003cp\u003e\u003cb\u003eBuild reliable agent-orchestrated engineering simulation workflows with AG2\/AutoGen, validation gates, auditable artifacts, failure recovery, and a practical heat-diffusion example.\u003c\/b\u003e\u003c\/p\u003e\u003ch4\u003eKey Features\u003c\/h4\u003e\u003cul\u003e\n\u003cli\u003eBuild planner-reviewer-controller-executor workflows with AG2\/AutoGen\u003c\/li\u003e\n\u003cli\u003eApply validation gates, audit trails, and fail-fast recovery to simulations\u003c\/li\u003e\n\u003cli\u003eFollow a runnable heat-diffusion example from request to traceable report\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch4\u003eBook Description\u003c\/h4\u003eEngineering simulation workflows often lose more time to coordination than computation. Inputs are gathered across tools, assumptions drift between handoffs, and decisions become difficult to reconstruct. This practical FAST guide shows you how to add an agent-orchestration layer around trusted simulation tools without replacing the solver itself.\nUsing a single two-dimensional heat-diffusion example, you will build a planner-reviewer-controller-executor workflow with AG2\/AutoGen. You will define input contracts, create auditable artifacts such as simulation_request.json and plan.json, enforce validation gates before execution, run the simulation, validate results, and turn them into a decision-facing report. You will also work through failure modes, diagnostics, recovery paths, auditability, and orchestration variants.\nBy the end of the book, you will understand how to make simulation workflows more predictable, traceable, and resilient, and how to extend the same pattern to parameter studies, CFD, FEA, cloud, and HPC environments.\n\u003ch4\u003eWhat you will learn\u003c\/h4\u003e\u003cul\u003e\n\u003cli\u003eMap engineering simulations into explicit orchestration stages\u003c\/li\u003e\n\u003cli\u003eDefine planner, reviewer, controller, and executor roles\u003c\/li\u003e\n\u003cli\u003eImplement an AG2\/AutoGen workflow around a trusted simulation\u003c\/li\u003e\n\u003cli\u003eValidate requests, plans, tool calls, and simulation outputs\u003c\/li\u003e\n\u003cli\u003eDiagnose failures and apply repair, re-planning, or escalation\u003c\/li\u003e\n\u003cli\u003eExtend the pattern to CFD, FEA, parameter sweeps, cloud, and HPC\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch4\u003eWho this book is for\u003c\/h4\u003eThis book is for ML\/AI engineers, simulation engineers, and technical workflow owners who want to coordinate multi-step engineering simulations with agentic AI. Familiarity with Python and basic simulation workflows will help you follow the runnable examples. No prior AG2\/AutoGen experience is required.","brand":"ThinkEDU","offers":[{"title":"Default Title","offer_id":60328770306334,"sku":"9781808653025","price":15.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0800\/4435\/9966\/files\/1024_5daa3bc0-1eaf-42cb-a451-ca30cfa94a35.jpg?v=1792082575","url":"https:\/\/thinkedu.com\/products\/agent-orchestrated-engineering-simulation-fast-9781808653025","provider":"ThinkEDU","version":"1.0","type":"link"}