Figure 1. Mayfield Park, Manchester, UK (photo credit to Yellow Book licensed under CC BY 2.0) A landscaped park surrounds a stream flowing past trees, flowering plants, a pedestrian walkway, and nearby buildings under an overcast sky. More about this image found in Mayfield Park, Manchester, UK (photo credit to Yellow Book licensed under...

Figure 1. Illustration of different models often used in engineering A flowchart compares physics-based, empirical, and machine learning approaches to solving an engineering problem. The flowchartstarts with an engineering problem, a structural member, a material, or a system whose response th... More about this image found in Illustration of different models often used in engineering A flowchart c...

Figure 1. MLC asset map Map showing Middle Level System drainage network, catchment boundary, and pump station infrastructure across Woodwalton Fen. The map displays the Middle Level System drainage network and infrastructure across the Woodwalton Fen region. A red outlined boundary marks th... More about this image found in MLC asset map Map showing Middle Level System drainage network, catchme...

Figure 2. (a) Computational thinking. (b) Visual programming in Dynamo Computational thinking illustration paired with Dynamo workflow nodes for geometry creation and object generation. The left panel presents a computational thinking concept diagram using a brain illustration divided into puz... More about this image found in (a) Computational thinking. (b) Visual programming in Dynamo Computation...

Figure 3. Computational relationship Venn diagram showing relationships between computational thinking, visual programming tools, and computational design. The Venn diagram contains three overlapping circles representing interconnected concepts. The top circle is labelled Computational thinkin... More about this image found in Computational relationship Venn diagram showing relationships between co...

Figure 4. Image of MLSRMS watercourse Landscape of a river or drainage channel beside grassy embankments under a cloudy sky. The landscape shows a long, straight water channel or drainage river extending into the distance through a flat rural landscape. A wide grassy embankment occupies the ... More about this image found in Image of MLSRMS watercourse Landscape of a river or drainage channel b...

Figure 5. Civil 3D extract of model alignment Engineering contour and cross-section sampling layout generated using computational design scripting. The engineering drawing displays a detailed topographic and drainage layout containing contour lines, channel alignments, and cross-section sampli... More about this image found in Civil 3D extract of model alignment Engineering contour and cross-sectio...

Figure 6. Computational thinking and computational design overlaid onto project delivery workflow Workflow chart showing iterative quality assurance, review, client feedback, and final deliverable issue for computational design models. The workflow chart illustrates an iterative computational ... More about this image found in Computational thinking and computational design overlaid onto project deliv...

Figure 7. Project delivery breakdown and implementation Modular computational design workflow showing staged Dynamo scripts, evolving algorithms, databases, and progressive model deliverables. The modular workflow illustrates computational design development using staged Dynamo scripts and ite... More about this image found in Project delivery breakdown and implementation Modular computational desi...

Figure 8. Excel-based spreadsheets with data extracted from the model Engineering spreadsheet displaying channel offset overrides, work status conditions, and chainage data for river management outputs. The engineering spreadsheet presents river channel alignment and corridor output data for a... More about this image found in Excel-based spreadsheets with data extracted from the model Engineering ...

Figure 9. Optimised visual representation from the spreadsheet data Comparison of traditional heatmap visualisation and modular spreadsheet-based heatmap outputs for infrastructure assessment data. The comparison presents 2 approaches for visualising infrastructure assessment data. The upper s... More about this image found in Optimised visual representation from the spreadsheet data Comparison of ...

Figure 10. Dictionary processing inside the Python programming node inside Dynamo Workflow showing custom Python nodes processing sample line coordinates, distance, and slope data within Dynamo. The workflow illustrates custom Python nodes within a Dynamo script used for sample line point proc... More about this image found in Dictionary processing inside the Python programming node inside Dynamo W...

Figure 11. User-controlled parameters to enable fine tuning of the algorithms . LHS, left hand side of river bank; UAT, user acceptance testing Workflow showing slope threshold configuration and extraction of channel bottom edges using Python and Dynamo nodes. The workflow illustrates the extr... More about this image found in User-controlled parameters to enable fine tuning of the algorithms . LHS, l...

Figure 12. Dynamo development standards guidance for script development Dashboard-style layout showing Version 5 point 0 Dynamo script workflow, inputs, outputs, and processing stages. The dashboard-style interface presents the Middle Level System River Management Scheme Section Sampling Dynam... More about this image found in Dynamo development standards guidance for script development Dashboard-s...

Figure 13. Dynamo interface for importing the reviewed spreadsheet back into the model Workflow showing channel top offset override using Python Script, coordinate calculations, and surface elevation nodes. The workflow illustrates a channel top offset override process within a Dynamo scriptin... More about this image found in Dynamo interface for importing the reviewed spreadsheet back into the model...