Changelog
Release History
Stay up to dateMatflow evolves rapidly. Check back here for updates to our models, tools, and the pipeline engine — and see where things are headed on the roadmap.
v2.6.0
Aug 2026- FeatureMatBench standard tasks: official 5-fold splits bundled, Matflow composition baseline scores on the benchmarks page (steels, glass).
- FeatureComposition property prediction with a learned element-embedding model (with uncertainty) and a composition baseline — new Composition ML tab on Materials Search.
- FeatureMatflow candidate sampler on the Data Synthesis stage — generative flow sampling over the discretized design space, biased toward a surrogate-predicted target.
- FeatureStructure-property explorer (chemiscope) on the Atomistic stage — linked scatter plot + 3D viewer over uploaded XYZ structures with property CSV axes.
- FeatureActive learning query strategies: uncertainty sampling and query-by-committee alongside Bayesian acquisition.
- FeatureOptimization search algorithms: Matflow multi-objective search variants alongside the Matflow Adaptive Search.
- FeatureFull Pipeline rendered as an interactive node graph — click-to-jump stages, artifact edges, active-learning loop-back.
v2.5.0
Aug 2026- FeaturePlatform redesign, blueprint architecture, and a brand new design system leveraging .cf-longform classes.
v2.4.0
Jul 2026- FeaturePipeline system introduced allowing end-to-end chaining of stages.
- ImprovementTEA integration directly inside the pipeline for continuous cost evaluation.
- FeatureSynthetic data natively available as an intermediate pipeline node.
v2.3.0
Jul 2026- FeatureEvaluation tabbed report overhaul with extensive privacy and utility metrics.
- ImprovementInteractive column stats distribution sparklines.
- FeatureData flow visualization lineage graphs.
v2.2.0
Jun 2026- FeatureOptimization filters and advanced compositional constraints.
- FeatureActive learning loop support via expected information gain.
- ImprovementMulti-objective search algorithms added.
v2.1.0
Jun 2026- FeatureAI Copilot chat with RAG over platform documentation.
- FeatureData Enrichment tool for tabular lab data ingestion.
v2.0.0
May 2026- BreakingComplete redesign and new UI layout.
- FeatureTiered access system for quotas and usage caps.
v1.5.0
Apr 2026- FeatureTechno-Economic Analysis (TEA) module.
- FeatureVirtual screening tool for rapid in-silico triage.
- FeatureDesign of Experiments (DoE) module for Latin Hypercube and optimal designs.
v1.0.0
Mar 2026- FeatureInitial release: Core stages including Data Synthesis, Evaluation, Prediction, and Optimization.