Selected work

Tools, products and research we’re proud of.

From plugins used by designers worldwide to data-science products and instrumented buildings — a sample of what we build and ship, grouped into three areas. Each project has its own page.

Synera · Partnership

Synera Add-ins

A suite of Raphos add-ins that bring physics, optimization and connectivity to Synera — the visual-programming and automation platform for engineering.

Overview

Synera add-in · Solver

Raphos Physics

Dynamic-relaxation / spring-particle physics solver for form-finding and simulation inside Synera.

  • Dynamic relaxation
  • Form-finding
  • Spring-particle
  • Simulation

Synera add-in · Optimization

Raphos Optimizer

Optimization engine for Synera: gradient-based and heuristic solvers for engineering design problems.

  • Optimization
  • Genetic algorithms
  • Gradient descent
  • Multi-objective

Synera add-in · Toolkit

Raphos Tools

Productivity and geometry utilities for Synera — the components engineers reach for daily.

  • Geometry
  • Data
  • Utilities
  • Productivity

Synera add-in · Connector

SimScale Connector

Connector linking Synera workflows to SimScale’s cloud simulation (CFD / FEA).

  • CFD
  • FEA
  • Cloud simulation
  • Automation

Synera add-in · Connector

MS Office Connector

Connector for reading and writing Microsoft Office files (Excel, Word) from Synera.

  • Excel
  • Office
  • Reporting
  • Data exchange

Synera add-in · Connector

Raphos Teams Connector

Connector linking Synera to Microsoft Teams — notify people and channels, share reports, and trigger runs from messages.

  • Microsoft Teams
  • Notifications
  • Automation
  • Reporting

Rhino · Grasshopper

Grasshopper / Rhino Plugins

Scientific tools for computational designers — machine learning, optimization, tensor fields and advanced meshing, packaged as plugins used by designers worldwide.

Overview

Rhino / Grasshopper plugin · Free

Dodo

Free Grasshopper plugin: ML, non-linear optimization, tensor-field manipulation, isosurfaces and linear algebra.

  • Machine learning
  • Optimization
  • Tensor fields
  • Isosurfaces
  • Linear algebra

Rhino / Grasshopper plugin · IASS 2018 @ MIT

Capybara

Grasshopper plugin for advanced meshing built on CGAL and libigl; quad remeshing from conjugated vector fields.

  • CGAL
  • libigl
  • Quad remeshing
  • Vector fields
  • C++

Data-science products

Websites & Products

Independent web products where we own the full stack — from the data and the models to the interface our users see.

Overview

Language · Reading · NLP

Babelotheca

Bilingual aligned reading: classics side by side in two languages, with grammar help and BYO-PDF conversion.

  • NLP
  • Sentence alignment
  • Web
  • EPUB / PDF

Real estate · Econometrics

CityDataLab

Hedonic models isolating the true return on floor area, freehold, energy rating and location across major cities.

  • Hedonic models
  • Regression
  • Open data
  • Econometrics

Art · Knowledge graphs

Ariadne's Gallery

A knowledge graph of 116,000+ artworks with a “Stendhal Score” rating each piece across ten emotional dimensions.

  • Knowledge graph
  • Embeddings
  • Search
  • Recommendation

R&D

Applied research & selected projects.

We do R&D for real — published, instrumented and shipped. Read the papers on ResearchGate ↗.

Signal processing

Wind monitoring & structural dynamics

Field instrumentation of a high-rise: Arduino sensing of wind excitation and tower acceleration, statistical analysis of ~660M data points, and bespoke apps deriving transfer functions and correlations in real time.

Computational geometry

Free-form glass-panel optimization

A two-stage algorithm that first reduces the curvature of doubly-curved glass panels, then clusters them to minimise the number of moulds — cutting cost and wastage on free-form façades.

AI · Optimization

Steel connections by ML

Machine-learning and optimization algorithms that suggest steel-joint connections with high accuracy, wrapped in an interactive design framework.

Research

Reciprocal frame systems & gridshells

Homogenization studies of the elastic behaviour of reciprocal systems and computational architecture work, presented at IASS 2013 and Advances in Architectural Geometry 2014.

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