Anyone is welcome to write to me, regardless of personal background, career stage or age. I am happy to connect, chat and exchange ideas about engineering, research, open source software or anything else we may find interesting. I am also open to work opportunities, research collaborations and open source contributions.
Bluesky
Kaggle
LinkedIn
My work focuses on chemical process simulation, thermodynamics and energy systems, including waste heat and cryogenic energy recovery. Further areas of focus include CFD and multiphysics simulation, scientific computing and thermodynamics-informed machine learning.
Thermophysical data workbench for generating, importing, comparing, validating and visualizing data from experiments, literature, property models and simulation backends, with leakage-aware preparation for physics-informed machine learning.
PyPI Python versions Verify License: MIT DOI: 10.5281/zenodo.22053741
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ORCAtlas · Federated ORC literature crawler and cumulative research corpus for discovering, deduplicating and organising papers, datasets, experimental records, repositories and retrievable full-text sources for machine learning across OpenAlex, Crossref, DataCite, Zenodo, OpenAIRE, OSTI, DOE Data Explorer, Data.gov, the Geothermal Data Repository and related sources. (private repo · license undecided)
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Pinntropy · Thermodynamics-informed modeling and optimization platform for automated selection of pure working fluids and binary mixtures, cycle architecture exploration and multi-objective techno-economic analysis of thermodynamic power cycles, initially applied to ORC. Includes phase-aware surrogate modeling, CapEx/OpEx estimation, uncertainty quantification and assessment of the applicability domain. (private research prototype · proprietary software)
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qSink · Engineering decision support for industrial waste heat and cold energy recovery, initially focused on Hamburg, Germany. It covers heat upgrading, cold conversion, power generation, direct local use, thermal/electrical storage and integration with heating/cooling networks and power grid. (parked · private repo · license undecided)
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gmawFoam · Pre-alpha OpenFOAM solver development for coupled electromagnetic, thermal and fluid flow simulation of GMAW (MIG/MAG), including wire feeding and melting, arc plasma, shielding-gas flow, droplet transfer and weld pool dynamics. (GPL-3.0 license)
Python R C++ SQL Bash Delphi and Object Pascal Git Docker
NumPy pandas SciPy statsmodels Pydantic Matplotlib Tidyverse Microsoft Excel PostgreSQL ParaView Open MPI
PyTorch TensorFlow scikit-learn DeepXDE NVIDIA PhysicsNeMo LightGBM
MATLAB and Simulink CHEMCAD Aspen Plus and Aspen HYSYS DWSIM OpenFOAM SALOME AutoCAD Autodesk Inventor ExtendSim AVEVA E3D Design