The Refinery Platform is a data management, analysis and visualization system for bioinformatics and computational biology applications. The platforms consists of three major components: a data repository with rich metadata capabilities, a workflow engine based on the popular Galaxy system, and visualization tools to support the exploration and …
Interactive visualizations for differential expression
Registry for Visualization Tool Annotations that are compatible with Refinery (https://github.com/refinery-platform/refinery-platform)
First-principles screening model for a 3,000 kg/h naphtha HDS unit covering sulfur conversion, H₂ demand, heat integration, LMTD-based exchanger sizing, furnace duty, hydraulic screening, and constrained reactor-temperature optimization for ≤10 ppm product sulfur.
An end-to-end MLOps control system for the IOCL Panipat Refinery Desalter Unit. Classifies raw crude processing risk, optimizes heater/wash water setpoints using a physics-informed digital twin, and predicts electrostatic grid trips 60 minutes before they occur.
Unofficial Python client for the Refinery graph solver (refinery.tools)
Explainable crude procurement planning with HiGHS MILP, infeasibility diagnosis, and sensitivity analysis
Metallurgical simulation package integrating vacuum regolith pyrolysis, MRE, and thermite-style reduction to model ISRU production of metals, glass, ceramics and volatiles from Moon, Mars and Asteroid regoliths
Preliminary industrial cooling tower engineering: Merkel calculations, refinery integration, standards register, performance charts and project data requirements
Projeto de pesquisa (Mestrado EPQB) sobre um agente de Reinforcement Learning supervisório para otimização do ponto operacional de uma coluna stripper de águas ácidas (H₂S/NH₃)
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