LICENSE
MANIFEST.in
README.md
pyproject.toml
setup.py
docs/AI与物理结合必要性_形式化论证_2026-04-28.md
docs/AI时代_物理学作为观测与计算桥梁_方法论论文_2026-04-28.md
docs/AUTO_PIPING_AI_TFGT_USAGE_GUIDE_zh-CN.md
docs/COMPLEX_ENERGY_STRUCTURAL_PHASE_VALIDATION.md
docs/PHILOSOPHY_zh-CN.md
docs/TFGT优势普遍性检验_公开结构顺应度Benchmark_2026-04-28.md
docs/TFGT拓扑优化数值对比报告_2026-04-28.md
docs/TFGT理论形式化证明_2026-04-28.md
docs/TOPOLOGICAL_FREE_GRADIENT_SOLVER.md
docs/UNIFIED_NSPP_CHANNELS.md
docs/tfgt_ffL_用户傻瓜使用文档.md
tfgt/__init__.py
tfgt.egg-info/PKG-INFO
tfgt.egg-info/SOURCES.txt
tfgt.egg-info/dependency_links.txt
tfgt.egg-info/entry_points.txt
tfgt.egg-info/requires.txt
tfgt.egg-info/top_level.txt
tfgt/_waterhammer/__init__.py
tfgt/_waterhammer/enhanced_audit.py
tfgt/_waterhammer/pipeline.py
tfgt/core/__init__.py
tfgt/core/constants.py
tfgt/core/fields.py
tfgt/core/forces.py
tfgt/core/metrics.py
tfgt/core/validation.py
tfgt/energy/__init__.py
tfgt/energy/complex_energy.py
tfgt/energy/free_energy.py
tfgt/ffL/__init__.py
tfgt/ffL/__main__.py
tfgt/ffL/renderer.py
tfgt/ffL/bin/ffc_drop_render.deps.json
tfgt/ffL/bin/ffc_drop_render.dll
tfgt/ffL/bin/ffc_drop_render.exe
tfgt/ffL/bin/ffc_drop_render.runtimeconfig.json
tfgt/flow/__init__.py
tfgt/flow/model.py
tfgt/flow/nspp.py
tfgt/flow/sector_nspp.py
tfgt/geometry/__init__.py
tfgt/geometry/semantic_geometry.py
tfgt/layout/__init__.py
tfgt/layout/free_energy_layout2d.py
tfgt/layout/layout.py
tfgt/layout/layout3d.py
tfgt/layout/layout3d_phg.py
tfgt/layout/layout_phg.py
tfgt/layout/orthogonal_route.py
tfgt/optimization/__init__.py
tfgt/optimization/topo_opt.py
tfgt/research_nspp/README.md
tfgt/research_nspp/__init__.py
tfgt/research_nspp/__main__.py
tfgt/research_nspp/dashboard.py
tfgt/research_nspp/run_demo.py
tfgt/research_nspp/scripts/__init__.py
tfgt/research_nspp/scripts/make_ns_closure_logic_figure.py
tfgt/research_nspp/scripts/topology_ambiguous_pairs.py
tfgt/research_nspp/scripts/topology_boundary_analysis.py
tfgt/research_nspp/scripts/topology_classifier_robustness.py
tfgt/research_nspp/scripts/topology_closure_evolution.py
tfgt/research_nspp/scripts/topology_closure_sanity.py
tfgt/research_nspp/scripts/topology_dynamic_stall_audit.py
tfgt/research_nspp/scripts/topology_event_benchmark.py
tfgt/research_nspp/scripts/topology_extreme_boundary_ablation.py
tfgt/research_nspp/scripts/topology_extreme_boundary_scan.py
tfgt/research_nspp/scripts/topology_feature_evolution_generalization.py
tfgt/research_nspp/scripts/topology_feature_generalization.py
tfgt/research_nspp/scripts/topology_feature_linear_classifier.py
tfgt/research_nspp/scripts/topology_feature_time_persistence.py
tfgt/research_nspp/scripts/topology_helicity_distribution_pairs.py
tfgt/research_nspp/scripts/topology_matched_dissipation_scan.py
tfgt/research_nspp/scripts/topology_multi_observable_analysis.py
tfgt/research_nspp/scripts/topology_observable_prediction.py
tfgt/research_nspp/scripts/topology_observable_prediction_v2.py
tfgt/research_nspp/scripts/topology_parameter_sensitivity.py
tfgt/research_nspp/scripts/topology_reference_prediction.py
tfgt/research_nspp/scripts/topology_routed_strategy_experiment.py
tfgt/research_nspp/scripts/topology_structured_vortex_scan.py
tfgt/research_nspp/scripts/topology_transition_classifier_experiment.py
tfgt/router_engine/scripts/benchmark_cooperative_reservations.py
tfgt/router_engine/scripts/experiment_batch_pipe_string_optimizer.py
tfgt/router_engine/scripts/experiment_nozzle_guided_retry.py
tfgt/router_engine/scripts/experiment_pipe_string_retry.py
tfgt/router_engine/src/auto_pipe_engine/__init__.py
tfgt/router_engine/src/auto_pipe_engine/cli.py
tfgt/router_engine/src/auto_pipe_engine/free_energy.py
tfgt/router_engine/src/auto_pipe_engine/grid_builder.py
tfgt/router_engine/src/auto_pipe_engine/interface.py
tfgt/router_engine/src/auto_pipe_engine/standalone_runner.py
tfgt/router_engine/src/auto_pipe_engine/support/phg_pipe_rack_occupancy.py
tfgt/router_engine/src/auto_pipe_engine/support/route_routers_json_120.py
tfgt/router_engine/vendor/business_optimization/__init__.py
tfgt/router_engine/vendor/business_optimization/free_energy_constraints.py
tfgt/router_engine/vendor/business_optimization/free_energy_spec.py
tfgt/router_engine/vendor/doctor/__init__.py
tfgt/router_engine/vendor/doctor/pipe_intersection_doctor.py
tfgt/router_engine/vendor/doctor/socket_guide_doctor.py
tfgt/router_engine/vendor/pipe_router/__init__.py
tfgt/router_engine/vendor/pipe_router/api.py
tfgt/router_engine/vendor/pipe_router/api_impl.py
tfgt/router_engine/vendor/pipe_router/batch/__init__.py
tfgt/router_engine/vendor/pipe_router/batch/batch_router_engine.py
tfgt/router_engine/vendor/pipe_router/cooperative/__init__.py
tfgt/router_engine/vendor/pipe_router/cooperative/cooperative_astar.py
tfgt/router_engine/vendor/pipe_router/core/__init__.py
tfgt/router_engine/vendor/pipe_router/core/astar_path_kernel.py
tfgt/router_engine/vendor/pipe_router/core/path_postprocess.py
tfgt/router_engine/vendor/pipe_router/core/pipe_path_solver.py
tfgt/router_engine/vendor/pipe_router/core/router_engine.py
tfgt/router_engine/vendor/pipe_router/grid/__init__.py
tfgt/router_engine/vendor/pipe_router/grid/dynamic_route_grid.py
tfgt/router_engine/vendor/pipe_router/grid/grid_static_collision.py
tfgt/router_engine/vendor/pipe_router/optimization/__init__.py
tfgt/router_engine/vendor/pipe_router/optimization/free_energy.py
tfgt/router_engine/vendor/pipe_router/validation/__init__.py
tfgt/router_engine/vendor/pipe_router/validation/audit_port_pose_reasonableness.py
tfgt/router_engine/vendor/pipe_string_solver/__init__.py
tfgt/router_engine/vendor/pipe_string_solver/encoding.py
tfgt/router_engine/vendor/pipe_string_solver/free_energy.py
tfgt/router_engine/vendor/pipe_string_solver/isomers.py
tfgt/router_engine/vendor/pipe_string_solver/model.py
tfgt/router_engine/vendor/pipe_string_solver/solver.py
tfgt/router_engine/vendor/pipe_string_solver/v2_post_optimizer.py
tfgt/router_engine/vendor/pipe_string_solver/validation.py
tfgt/router_engine/vendor/short_router/__init__.py
tfgt/router_engine/vendor/short_router/semantic_short_router.py
tfgt/solver2d/__init__.py
tfgt/solver2d/api.py
tfgt/solver2d/models.py
tfgt/solver2d/core/__init__.py
tfgt/solver2d/core/connection_aware_layout.py
tfgt/solver2d/core/grid2d_orthogonal_router.py
tfgt/solver2d/examples/basic_flowchart.py
tfgt/structure/__init__.py
tools/nspp_quick_review_test.py
tools/waterhammer_enhanced_audit.py
tools/waterhammer_real_data_benchmark/scripts/compare_real_pressure_response.py
tools/waterhammer_real_data_benchmark/scripts/plot_real_method_comparison.py
tools/waterhammer_real_data_benchmark/scripts/real_pressure_feature_extract.py
tools/waterhammer_real_data_benchmark/scripts/run_real_benchmark.py